// Generated from while_sum_of_powers.mod.py // DO NOT EDIT // clang-format off #include "TestHarness.h" using namespace test_helper; // NOLINT(google-build-using-namespace) namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0 = TestModelManager::get().add("while_sum_of_powers_n_0", get_test_model_n_0()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // x_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param120 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_0_all_inputs_as_internal", get_test_model_n_0_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_0_all_tensors_as_inputs", get_test_model_n_0_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // sum_init_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param121 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param122 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_0_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_0_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param123 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_0_all_outputs_as_internal", get_test_model_n_0_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_relaxed() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_0_relaxed = TestModelManager::get().add("while_sum_of_powers_n_0_relaxed", get_test_model_n_0_relaxed()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_relaxed_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // x_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param127 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_0_relaxed_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_0_relaxed_all_inputs_as_internal", get_test_model_n_0_relaxed_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_relaxed_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_0_relaxed_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_0_relaxed_all_tensors_as_inputs", get_test_model_n_0_relaxed_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_relaxed_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // sum_init_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param128 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param129 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_0_relaxed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_0_relaxed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_0_relaxed_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_relaxed_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param130 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_0_relaxed_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_0_relaxed_all_outputs_as_internal", get_test_model_n_0_relaxed_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_float16() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_float16 = TestModelManager::get().add("while_sum_of_powers_n_0_float16", get_test_model_n_0_float16()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_float16_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // x_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param134 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_float16_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_0_float16_all_inputs_as_internal", get_test_model_n_0_float16_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_float16_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_float16_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_0_float16_all_tensors_as_inputs", get_test_model_n_0_float16_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_float16_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // sum_init_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // placeholder15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param135 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param136 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_float16_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_0_float16_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_0_float16_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_float16_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param9 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param10 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // placeholder17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param137 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param3 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param4 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param7 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out1 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_float16_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_0_float16_all_outputs_as_internal", get_test_model_n_0_float16_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1 = TestModelManager::get().add("while_sum_of_powers_n_1", get_test_model_n_1()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }, { // x5_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param141 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_1_all_inputs_as_internal", get_test_model_n_1_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_1_all_tensors_as_inputs", get_test_model_n_1_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }, { // sum_init1_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param142 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x5_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param143 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_1_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_1_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param144 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum3_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_1_all_outputs_as_internal", get_test_model_n_1_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_relaxed() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_1_relaxed = TestModelManager::get().add("while_sum_of_powers_n_1_relaxed", get_test_model_n_1_relaxed()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_relaxed_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }, { // x5_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param148 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_1_relaxed_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_1_relaxed_all_inputs_as_internal", get_test_model_n_1_relaxed_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_relaxed_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_1_relaxed_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_1_relaxed_all_tensors_as_inputs", get_test_model_n_1_relaxed_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_relaxed_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }, { // sum_init1_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param149 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x5_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder30 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param150 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_1_relaxed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_1_relaxed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_1_relaxed_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_relaxed_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder31 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param151 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum3_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_1_relaxed_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_1_relaxed_all_outputs_as_internal", get_test_model_n_1_relaxed_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_float16() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_float16 = TestModelManager::get().add("while_sum_of_powers_n_1_float16", get_test_model_n_1_float16()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_float16_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({3.0f, 4.0f}) }, { // x5_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder35 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param155 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_float16_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_1_float16_all_inputs_as_internal", get_test_model_n_1_float16_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_float16_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_float16_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_1_float16_all_tensors_as_inputs", get_test_model_n_1_float16_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_float16_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({3.0f, 4.0f}) }, { // sum_init1_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // placeholder36 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param156 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x5_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder37 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param157 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_float16_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_1_float16_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_1_float16_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_float16_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param21 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param22 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // placeholder38 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param158 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum3_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out2 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param15 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param19 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param20 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out3 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out1 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out1 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param14 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_float16_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_1_float16_all_outputs_as_internal", get_test_model_n_1_float16_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2 = TestModelManager::get().add("while_sum_of_powers_n_2", get_test_model_n_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }, { // x10_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder42 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param162 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_2_all_inputs_as_internal", get_test_model_n_2_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_2_all_tensors_as_inputs", get_test_model_n_2_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }, { // sum_init2_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder43 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param163 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x10_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder44 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param164 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_2_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_2_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder45 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param165 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum6_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_2_all_outputs_as_internal", get_test_model_n_2_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_relaxed() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_2_relaxed = TestModelManager::get().add("while_sum_of_powers_n_2_relaxed", get_test_model_n_2_relaxed()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_relaxed_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }, { // x10_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder49 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param169 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_2_relaxed_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_2_relaxed_all_inputs_as_internal", get_test_model_n_2_relaxed_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_relaxed_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_2_relaxed_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_2_relaxed_all_tensors_as_inputs", get_test_model_n_2_relaxed_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }, { // sum_init2_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder50 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param170 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x10_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder51 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param171 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_relaxed_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder52 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param172 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum6_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_2_relaxed_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_2_relaxed_all_outputs_as_internal", get_test_model_n_2_relaxed_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_float16() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_float16 = TestModelManager::get().add("while_sum_of_powers_n_2_float16", get_test_model_n_2_float16()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_float16_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({7.0f, 13.0f}) }, { // x10_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder56 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param176 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_float16_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_2_float16_all_inputs_as_internal", get_test_model_n_2_float16_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_float16_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_float16_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_2_float16_all_tensors_as_inputs", get_test_model_n_2_float16_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_float16_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({7.0f, 13.0f}) }, { // sum_init2_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // placeholder57 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param177 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x10_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder58 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param178 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_float16_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_2_float16_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_2_float16_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_float16_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param33 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param34 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // placeholder59 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param179 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum6_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out4 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param27 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param28 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param31 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param32 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out5 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out2 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out2 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param24 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_float16_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_2_float16_all_outputs_as_internal", get_test_model_n_2_float16_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3 = TestModelManager::get().add("while_sum_of_powers_n_3", get_test_model_n_3()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }, { // x15_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder63 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param183 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_3_all_inputs_as_internal", get_test_model_n_3_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_3_all_tensors_as_inputs", get_test_model_n_3_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }, { // sum_init3_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder64 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param184 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x15_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder65 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param185 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_3_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_3_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder66 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param186 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum9_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_3_all_outputs_as_internal", get_test_model_n_3_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_relaxed() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_3_relaxed = TestModelManager::get().add("while_sum_of_powers_n_3_relaxed", get_test_model_n_3_relaxed()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_relaxed_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }, { // x15_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder70 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param190 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_3_relaxed_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_3_relaxed_all_inputs_as_internal", get_test_model_n_3_relaxed_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_relaxed_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_3_relaxed_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_3_relaxed_all_tensors_as_inputs", get_test_model_n_3_relaxed_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }, { // sum_init3_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder71 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param191 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x15_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder72 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param192 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_relaxed_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder73 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param193 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum9_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_3_relaxed_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_3_relaxed_all_outputs_as_internal", get_test_model_n_3_relaxed_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_float16() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_float16 = TestModelManager::get().add("while_sum_of_powers_n_3_float16", get_test_model_n_3_float16()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_float16_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({15.0f, 40.0f}) }, { // x15_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder77 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param197 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_float16_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_3_float16_all_inputs_as_internal", get_test_model_n_3_float16_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_float16_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_float16_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_3_float16_all_tensors_as_inputs", get_test_model_n_3_float16_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_float16_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({15.0f, 40.0f}) }, { // sum_init3_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // placeholder78 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param198 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x15_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder79 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param199 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_float16_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_3_float16_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_3_float16_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_float16_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param45 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param46 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param47 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // placeholder80 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param200 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum9_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out6 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param39 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param40 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi11 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param42 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param44 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out7 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi10 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out3 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out3 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param38 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_float16_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_3_float16_all_outputs_as_internal", get_test_model_n_3_float16_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4 = TestModelManager::get().add("while_sum_of_powers_n_4", get_test_model_n_4()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }, { // x20_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder84 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param204 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_4_all_inputs_as_internal", get_test_model_n_4_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_4_all_tensors_as_inputs", get_test_model_n_4_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }, { // sum_init4_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder85 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param205 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x20_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder86 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param206 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_4_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_4_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder87 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param207 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum12_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_4_all_outputs_as_internal", get_test_model_n_4_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_relaxed() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_4_relaxed = TestModelManager::get().add("while_sum_of_powers_n_4_relaxed", get_test_model_n_4_relaxed()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_relaxed_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }, { // x20_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder91 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param211 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_4_relaxed_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_4_relaxed_all_inputs_as_internal", get_test_model_n_4_relaxed_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_relaxed_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_4_relaxed_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_4_relaxed_all_tensors_as_inputs", get_test_model_n_4_relaxed_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }, { // sum_init4_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder92 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param212 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x20_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder93 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param213 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_relaxed_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder94 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param214 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum12_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_4_relaxed_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_4_relaxed_all_outputs_as_internal", get_test_model_n_4_relaxed_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_float16() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_float16 = TestModelManager::get().add("while_sum_of_powers_n_4_float16", get_test_model_n_4_float16()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_float16_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({31.0f, 121.0f}) }, { // x20_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder98 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param218 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_float16_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_4_float16_all_inputs_as_internal", get_test_model_n_4_float16_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_float16_all_tensors_as_inputs() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_float16_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_n_4_float16_all_tensors_as_inputs", get_test_model_n_4_float16_all_tensors_as_inputs()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_float16_all_tensors_as_inputs_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({31.0f, 121.0f}) }, { // sum_init4_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // placeholder99 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param219 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x20_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder100 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param220 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_float16_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_4_float16_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_n_4_float16_all_tensors_as_inputs_all_inputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_float16_all_outputs_as_internal() { static TestModel model = { .main = { .operands = {{ // param57 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param58 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param59 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // placeholder101 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param221 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum12_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out8 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param51 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param52 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param53 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi14 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param54 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param55 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param56 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi12 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out9 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi13 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out4 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out4 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param48 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param50 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_float16_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_n_4_float16_all_outputs_as_internal", get_test_model_n_4_float16_all_outputs_as_internal()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_2 = TestModelManager::get().add("while_sum_of_powers_n_0_2", get_test_model_n_0_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // x25_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder105 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param225 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_0_all_inputs_as_internal_2", get_test_model_n_0_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_0_all_tensors_as_inputs_2", get_test_model_n_0_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // sum_init5_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder106 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param226 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder107 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param227 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_0_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_0_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder108 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param228 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum15_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_0_all_outputs_as_internal_2", get_test_model_n_0_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_relaxed_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_0_relaxed_2 = TestModelManager::get().add("while_sum_of_powers_n_0_relaxed_2", get_test_model_n_0_relaxed_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_relaxed_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // x25_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder112 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param232 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_0_relaxed_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_0_relaxed_all_inputs_as_internal_2", get_test_model_n_0_relaxed_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_relaxed_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_0_relaxed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_0_relaxed_all_tensors_as_inputs_2", get_test_model_n_0_relaxed_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // sum_init5_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder113 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param233 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder114 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param234 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_0_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_0_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_0_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_relaxed_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder115 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param235 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum15_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_0_relaxed_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_0_relaxed_all_outputs_as_internal_2", get_test_model_n_0_relaxed_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_float16_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_float16_2 = TestModelManager::get().add("while_sum_of_powers_n_0_float16_2", get_test_model_n_0_float16_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_float16_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // x25_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder119 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param239 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_float16_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_0_float16_all_inputs_as_internal_2", get_test_model_n_0_float16_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_float16_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_float16_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_0_float16_all_tensors_as_inputs_2", get_test_model_n_0_float16_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_float16_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // sum_init5_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // placeholder120 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param240 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder121 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param241 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_float16_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_0_float16_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_0_float16_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_0_float16_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param69 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param70 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param71 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // placeholder122 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param242 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum15_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out10 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param63 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param64 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param65 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi17 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param66 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param67 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param68 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi15 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j10 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out11 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi16 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j11 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out5 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out5 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param60 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param61 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param62 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_0_float16_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_0_float16_all_outputs_as_internal_2", get_test_model_n_0_float16_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_2 = TestModelManager::get().add("while_sum_of_powers_n_1_2", get_test_model_n_1_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }, { // x30_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder126 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param246 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_1_all_inputs_as_internal_2", get_test_model_n_1_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_1_all_tensors_as_inputs_2", get_test_model_n_1_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }, { // sum_init6_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder127 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param247 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x30_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder128 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param248 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_1_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_1_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder129 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param249 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum18_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_1_all_outputs_as_internal_2", get_test_model_n_1_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_relaxed_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_1_relaxed_2 = TestModelManager::get().add("while_sum_of_powers_n_1_relaxed_2", get_test_model_n_1_relaxed_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_relaxed_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }, { // x30_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder133 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param253 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_1_relaxed_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_1_relaxed_all_inputs_as_internal_2", get_test_model_n_1_relaxed_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_relaxed_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_1_relaxed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_1_relaxed_all_tensors_as_inputs_2", get_test_model_n_1_relaxed_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }, { // sum_init6_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder134 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param254 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x30_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder135 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param255 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_1_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_1_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_1_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_relaxed_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder136 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param256 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum18_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_1_relaxed_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_1_relaxed_all_outputs_as_internal_2", get_test_model_n_1_relaxed_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_float16_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_float16_2 = TestModelManager::get().add("while_sum_of_powers_n_1_float16_2", get_test_model_n_1_float16_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_float16_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({3.0f, 4.0f}) }, { // x30_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder140 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param260 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_float16_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_1_float16_all_inputs_as_internal_2", get_test_model_n_1_float16_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_float16_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_float16_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_1_float16_all_tensors_as_inputs_2", get_test_model_n_1_float16_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_float16_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({3.0f, 4.0f}) }, { // sum_init6_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // placeholder141 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param261 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x30_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder142 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param262 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_float16_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_1_float16_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_1_float16_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_1_float16_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param81 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param82 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param83 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // x30 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // placeholder143 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param263 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum18_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({3.0f, 4.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x31 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out12 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n20 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x32 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param75 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param76 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param77 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi20 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param78 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param79 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param80 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi18 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j12 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x33 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out13 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi19 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j13 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x34 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out6 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out6 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param72 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param73 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param74 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_1_float16_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_1_float16_all_outputs_as_internal_2", get_test_model_n_1_float16_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_2 = TestModelManager::get().add("while_sum_of_powers_n_2_2", get_test_model_n_2_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }, { // x35_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder147 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param267 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_2_all_inputs_as_internal_2", get_test_model_n_2_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_2_all_tensors_as_inputs_2", get_test_model_n_2_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }, { // sum_init7_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder148 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param268 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x35_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder149 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param269 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_2_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_2_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder150 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param270 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum21_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_2_all_outputs_as_internal_2", get_test_model_n_2_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_relaxed_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_2_relaxed_2 = TestModelManager::get().add("while_sum_of_powers_n_2_relaxed_2", get_test_model_n_2_relaxed_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_relaxed_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }, { // x35_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder154 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param274 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_2_relaxed_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_2_relaxed_all_inputs_as_internal_2", get_test_model_n_2_relaxed_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_relaxed_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_2_relaxed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_2_relaxed_all_tensors_as_inputs_2", get_test_model_n_2_relaxed_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }, { // sum_init7_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder155 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param275 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x35_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder156 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param276 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_relaxed_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder157 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param277 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum21_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_2_relaxed_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_2_relaxed_all_outputs_as_internal_2", get_test_model_n_2_relaxed_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_float16_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_float16_2 = TestModelManager::get().add("while_sum_of_powers_n_2_float16_2", get_test_model_n_2_float16_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_float16_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({7.0f, 13.0f}) }, { // x35_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder161 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param281 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_float16_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_2_float16_all_inputs_as_internal_2", get_test_model_n_2_float16_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_float16_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_float16_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_2_float16_all_tensors_as_inputs_2", get_test_model_n_2_float16_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_float16_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({7.0f, 13.0f}) }, { // sum_init7_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // placeholder162 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param282 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x35_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder163 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param283 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_float16_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_2_float16_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_2_float16_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_2_float16_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param93 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param94 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param95 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n21 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // x35 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // placeholder164 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param284 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum21_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({7.0f, 13.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n22 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x36 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out14 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n23 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x37 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param87 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param88 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param89 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi23 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param90 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param91 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param92 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi21 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j14 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i30 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x38 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out15 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi22 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j15 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i31 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x39 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out7 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out7 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param84 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param85 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param86 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_2_float16_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_2_float16_all_outputs_as_internal_2", get_test_model_n_2_float16_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_2 = TestModelManager::get().add("while_sum_of_powers_n_3_2", get_test_model_n_3_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }, { // x40_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder168 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param288 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_3_all_inputs_as_internal_2", get_test_model_n_3_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_3_all_tensors_as_inputs_2", get_test_model_n_3_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }, { // sum_init8_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder169 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param289 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x40_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder170 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param290 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_3_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_3_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder171 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param291 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum24_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_3_all_outputs_as_internal_2", get_test_model_n_3_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_relaxed_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_3_relaxed_2 = TestModelManager::get().add("while_sum_of_powers_n_3_relaxed_2", get_test_model_n_3_relaxed_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_relaxed_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }, { // x40_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder175 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param295 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_3_relaxed_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_3_relaxed_all_inputs_as_internal_2", get_test_model_n_3_relaxed_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_relaxed_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_3_relaxed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_3_relaxed_all_tensors_as_inputs_2", get_test_model_n_3_relaxed_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }, { // sum_init8_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder176 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param296 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x40_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder177 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param297 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_relaxed_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder178 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param298 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum24_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_3_relaxed_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_3_relaxed_all_outputs_as_internal_2", get_test_model_n_3_relaxed_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_float16_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_float16_2 = TestModelManager::get().add("while_sum_of_powers_n_3_float16_2", get_test_model_n_3_float16_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_float16_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({15.0f, 40.0f}) }, { // x40_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder182 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param302 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_float16_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_3_float16_all_inputs_as_internal_2", get_test_model_n_3_float16_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_float16_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_float16_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_3_float16_all_tensors_as_inputs_2", get_test_model_n_3_float16_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_float16_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({15.0f, 40.0f}) }, { // sum_init8_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // placeholder183 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param303 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x40_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder184 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param304 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_float16_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_3_float16_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_3_float16_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_3_float16_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param105 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param106 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param107 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n24 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // x40 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // placeholder185 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param305 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum24_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({15.0f, 40.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i32 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n25 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x41 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out16 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i33 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n26 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x42 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param99 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param100 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param101 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi26 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param102 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param103 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param104 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi24 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j16 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i34 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x43 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out17 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi25 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j17 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i35 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x44 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out8 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out8 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param96 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param97 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param98 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_3_float16_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_3_float16_all_outputs_as_internal_2", get_test_model_n_3_float16_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_2 = TestModelManager::get().add("while_sum_of_powers_n_4_2", get_test_model_n_4_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }, { // x45_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder189 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param309 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_4_all_inputs_as_internal_2", get_test_model_n_4_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_4_all_tensors_as_inputs_2", get_test_model_n_4_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }, { // sum_init9_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder190 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param310 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x45_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder191 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param311 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_4_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_4_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder192 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param312 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum27_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_4_all_outputs_as_internal_2", get_test_model_n_4_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_relaxed_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_4_relaxed_2 = TestModelManager::get().add("while_sum_of_powers_n_4_relaxed_2", get_test_model_n_4_relaxed_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_relaxed_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }, { // x45_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder196 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param316 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_4_relaxed_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_4_relaxed_all_inputs_as_internal_2", get_test_model_n_4_relaxed_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_relaxed_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_4_relaxed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_4_relaxed_all_tensors_as_inputs_2", get_test_model_n_4_relaxed_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }, { // sum_init9_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // placeholder197 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param317 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x45_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // placeholder198 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param318 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_relaxed_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f, 1.0f}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f, 3.0f}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // placeholder199 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.0f}) }, { // param319 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum27_new .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT32, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = true, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::UNKNOWN }; return model; } const auto dummy_test_model_n_4_relaxed_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_4_relaxed_all_outputs_as_internal_2", get_test_model_n_4_relaxed_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_float16_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_float16_2 = TestModelManager::get().add("while_sum_of_powers_n_4_float16_2", get_test_model_n_4_float16_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_float16_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({31.0f, 121.0f}) }, { // x45_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder203 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param323 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_float16_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_4_float16_all_inputs_as_internal_2", get_test_model_n_4_float16_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_float16_all_tensors_as_inputs_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {2, 4, 5}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_float16_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_n_4_float16_all_tensors_as_inputs_2", get_test_model_n_4_float16_all_tensors_as_inputs_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_float16_all_tensors_as_inputs_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({31.0f, 121.0f}) }, { // sum_init9_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // placeholder204 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param324 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // x45_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // placeholder205 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param325 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::ADD, .inputs = {7, 8, 9}, .outputs = {2} }, { .type = TestOperationType::ADD, .inputs = {10, 11, 12}, .outputs = {5} }, { .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }}, .inputIndexes = {4, 7, 10}, .outputIndexes = {6} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_float16_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_4_float16_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_n_4_float16_all_tensors_as_inputs_all_inputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers namespace generated_tests::while_sum_of_powers { const TestModel& get_test_model_n_4_float16_all_outputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // param117 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param118 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // sum_init9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}) }, { // param119 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // n27 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // x45 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}) }, { // sum27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // placeholder206 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({0.0f}) }, { // param326 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // sum27_new .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({31.0f, 121.0f}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {0, 1, 2, 3, 4, 5}, .outputs = {6} }, { .type = TestOperationType::ADD, .inputs = {6, 7, 8}, .outputs = {9} }}, .inputIndexes = {4, 5}, .outputIndexes = {9} }, .referenced = {{ // param .operands = {{ // sum28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i36 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x46 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out18 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS_EQUAL, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // sum29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i37 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // n29 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x47 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 2, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // sum_out9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // i_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param111 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param112 .type = TestOperandType::SUBGRAPH, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param113 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // xi29 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // param114 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param115 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param116 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::WHILE, .inputs = {6, 7, 3, 8, 1, 3}, .outputs = {9} }, { .type = TestOperationType::ADD, .inputs = {1, 10, 11}, .outputs = {5} }, { .type = TestOperationType::ADD, .inputs = {0, 9, 12}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }, { // param .operands = {{ // xi27 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j18 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i38 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x48 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // out19 .type = TestOperandType::TENSOR_BOOL8, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::LESS, .inputs = {1, 2}, .outputs = {4} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4} }, { // param .operands = {{ // xi28 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j19 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // i39 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // x49 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // xi_out9 .type = TestOperandType::TENSOR_FLOAT16, .dimensions = {1, 2}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector<_Float16>({}) }, { // j_out9 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // param108 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param109 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1}) }, { // param110 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }}, .operations = {{ .type = TestOperationType::MUL, .inputs = {0, 3, 6}, .outputs = {4} }, { .type = TestOperationType::ADD, .inputs = {1, 7, 8}, .outputs = {5} }}, .inputIndexes = {0, 1, 2, 3}, .outputIndexes = {4, 5} }}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_n_4_float16_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_n_4_float16_all_outputs_as_internal_2", get_test_model_n_4_float16_all_outputs_as_internal_2()); } // namespace generated_tests::while_sum_of_powers