// Generated from roi_align_quant8_signed.mod.py // DO NOT EDIT // clang-format off #include "TestHarness.h" using namespace test_helper; // NOLINT(google-build-using-namespace) namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nhwc_quant8_signed() { static TestModel model = { .main = { .operands = {{ // in .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 4, 4, 1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({-40, -4, 16, -20, -32, -8, 36, 4, 28, -8, 12, -28, -8, 40, -12, 20}) }, { // roi .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {4, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({16, 16, 32, 32, 0, 0, 64, 64, 16, 0, 32, 64, 0, 16, 64, 32}) }, { // param .type = TestOperandType::TENSOR_INT32, .dimensions = {4}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 0, 0}) }, { // param1 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param3 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param4 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param5 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param6 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({false}) }, { // out .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 2, 1}, .numberOfConsumers = 0, .scale = 0.0625f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({6, 82, -6, 46, -8, -5, 51, 18, 4, 68, 78, 10, -3, 18, 15, -42}) }}, .operations = {{ .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {0, 1}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nhwc_quant8_signed = TestModelManager::get().add("roi_align_quant8_signed_nhwc_quant8_signed", get_test_model_nhwc_quant8_signed()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nhwc_quant8_signed_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // in .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 4, 4, 1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // roi .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {4, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({16, 16, 32, 32, 0, 0, 64, 64, 16, 0, 32, 64, 0, 16, 64, 32}) }, { // param .type = TestOperandType::TENSOR_INT32, .dimensions = {4}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 0, 0}) }, { // param1 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param3 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param4 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param5 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param6 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({false}) }, { // out .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 2, 1}, .numberOfConsumers = 0, .scale = 0.0625f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({6, 82, -6, 46, -8, -5, 51, 18, 4, 68, 78, 10, -3, 18, 15, -42}) }, { // in_new .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 4, 4, 1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({-40, -4, 16, -20, -32, -8, 36, 4, 28, -8, 12, -28, -8, 40, -12, 20}) }, { // placeholder .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param48 .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::ADD, .inputs = {11, 12, 13}, .outputs = {0} }, { .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {1, 11}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nhwc_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("roi_align_quant8_signed_nhwc_quant8_signed_all_inputs_as_internal", get_test_model_nhwc_quant8_signed_all_inputs_as_internal()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nchw_quant8_signed() { static TestModel model = { .main = { .operands = {{ // in .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 1, 4, 4}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({-40, -4, 16, -20, -32, -8, 36, 4, 28, -8, 12, -28, -8, 40, -12, 20}) }, { // roi .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {4, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({16, 16, 32, 32, 0, 0, 64, 64, 16, 0, 32, 64, 0, 16, 64, 32}) }, { // param .type = TestOperandType::TENSOR_INT32, .dimensions = {4}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 0, 0}) }, { // param1 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param3 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param4 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param5 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param6 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({true}) }, { // out .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 1, 2, 2}, .numberOfConsumers = 0, .scale = 0.0625f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({6, 82, -6, 46, -8, -5, 51, 18, 4, 68, 78, 10, -3, 18, 15, -42}) }}, .operations = {{ .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {0, 1}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nchw_quant8_signed = TestModelManager::get().add("roi_align_quant8_signed_nchw_quant8_signed", get_test_model_nchw_quant8_signed()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nchw_quant8_signed_all_inputs_as_internal() { static TestModel model = { .main = { .operands = {{ // in .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 1, 4, 4}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // roi .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {4, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({16, 16, 32, 32, 0, 0, 64, 64, 16, 0, 32, 64, 0, 16, 64, 32}) }, { // param .type = TestOperandType::TENSOR_INT32, .dimensions = {4}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 0, 0}) }, { // param1 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param2 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param3 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param4 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param5 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param6 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({true}) }, { // out .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 1, 2, 2}, .numberOfConsumers = 0, .scale = 0.0625f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({6, 82, -6, 46, -8, -5, 51, 18, 4, 68, 78, 10, -3, 18, 15, -42}) }, { // in_new .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 1, 4, 4}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({-40, -4, 16, -20, -32, -8, 36, 4, 28, -8, 12, -28, -8, 40, -12, 20}) }, { // placeholder1 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param49 .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::ADD, .inputs = {11, 12, 13}, .outputs = {0} }, { .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {1, 11}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nchw_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("roi_align_quant8_signed_nchw_quant8_signed_all_inputs_as_internal", get_test_model_nchw_quant8_signed_all_inputs_as_internal()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nhwc_quant8_signed_2() { static TestModel model = { .main = { .operands = {{ // in1 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 4, 8, 2}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({93, 94, 57, 12, 121, -19, -126, 63, 34, 109, 61, -53, -106, -53, 30, -18, -87, 40, 26, 87, 18, -49, 50, 42, 16, 38, 0, 83, -1, 50, -57, -98, 81, -106, 69, 114, -79, -95, -17, 119, -124, 97, 105, -117, -2, 34, -101, 110, -96, -74, -77, 66, 64, -112, -24, 50, 6, 70, -102, -91, 97, -104, -26, -112, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, 9, -62, -106, -6, -68, -67, 91, -126, -38, 104, 18, 96, 44, -92, -30, 20, 57, 103, -50, -5, -81, -48, 110, 40, -76, 55, -51, -4, -122, 95, -101, -121, 54, 46, -70, 44, -20, -94, -106, -116, 24, -33, -106, 47, -19, -80, 77, -39, 70, 42, -12, 43, 26, 113, -62, -70, -94, -60, 122, 118, 74, -8, 67, 8}) }, { // roi1 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {4, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({32, 32, 224, 96, 32, 32, 256, 128, 56, 8, 232, 120, 8, 56, 72, 88}) }, { // param7 .type = TestOperandType::TENSOR_INT32, .dimensions = {4}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 3, 3}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param9 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param10 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // param11 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param13 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({false}) }, { // out1 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 3, 2}, .numberOfConsumers = 0, .scale = 0.03125f, .zeroPoint = -118, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({47, 58, 33, 109, 36, 69, 33, 36, 2, 93, 56, -10, 39, 70, 40, 73, -16, 78, 47, 30, 7, 30, 59, -75, 37, -2, -12, 82, -24, 19, -1, 16, 42, 66, 120, 36, 27, 102, -24, 60, 8, -36, 48, 101, 7, 90, 38, 58}) }}, .operations = {{ .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {0, 1}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nhwc_quant8_signed_2 = TestModelManager::get().add("roi_align_quant8_signed_nhwc_quant8_signed_2", get_test_model_nhwc_quant8_signed_2()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nhwc_quant8_signed_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // in1 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 4, 8, 2}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // roi1 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {4, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({32, 32, 224, 96, 32, 32, 256, 128, 56, 8, 232, 120, 8, 56, 72, 88}) }, { // param7 .type = TestOperandType::TENSOR_INT32, .dimensions = {4}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 3, 3}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param9 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param10 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // param11 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param13 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({false}) }, { // out1 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 3, 2}, .numberOfConsumers = 0, .scale = 0.03125f, .zeroPoint = -118, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({47, 58, 33, 109, 36, 69, 33, 36, 2, 93, 56, -10, 39, 70, 40, 73, -16, 78, 47, 30, 7, 30, 59, -75, 37, -2, -12, 82, -24, 19, -1, 16, 42, 66, 120, 36, 27, 102, -24, 60, 8, -36, 48, 101, 7, 90, 38, 58}) }, { // in1_new .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 4, 8, 2}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({93, 94, 57, 12, 121, -19, -126, 63, 34, 109, 61, -53, -106, -53, 30, -18, -87, 40, 26, 87, 18, -49, 50, 42, 16, 38, 0, 83, -1, 50, -57, -98, 81, -106, 69, 114, -79, -95, -17, 119, -124, 97, 105, -117, -2, 34, -101, 110, -96, -74, -77, 66, 64, -112, -24, 50, 6, 70, -102, -91, 97, -104, -26, -112, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, 9, -62, -106, -6, -68, -67, 91, -126, -38, 104, 18, 96, 44, -92, -30, 20, 57, 103, -50, -5, -81, -48, 110, 40, -76, 55, -51, -4, -122, 95, -101, -121, 54, 46, -70, 44, -20, -94, -106, -116, 24, -33, -106, 47, -19, -80, 77, -39, 70, 42, -12, 43, 26, 113, -62, -70, -94, -60, 122, 118, 74, -8, 67, 8}) }, { // placeholder2 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({-128}) }, { // 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::ADD, .inputs = {11, 12, 13}, .outputs = {0} }, { .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {1, 11}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nhwc_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("roi_align_quant8_signed_nhwc_quant8_signed_all_inputs_as_internal_2", get_test_model_nhwc_quant8_signed_all_inputs_as_internal_2()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nchw_quant8_signed_2() { static TestModel model = { .main = { .operands = {{ // in1 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 4, 8}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({93, 57, 121, -126, 34, 61, -106, 30, -87, 26, 18, 50, 16, 0, -1, -57, 81, 69, -79, -17, -124, 105, -2, -101, -96, -77, 64, -24, 6, -102, 97, -26, 94, 12, -19, 63, 109, -53, -53, -18, 40, 87, -49, 42, 38, 83, 50, -98, -106, 114, -95, 119, 97, -117, 34, 110, -74, 66, -112, 50, 70, -91, -104, -112, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, 9, -106, -68, 91, -38, 18, 44, -30, 57, -50, -81, 110, -76, -51, -122, -101, 54, -70, -20, -106, 24, -106, -19, 77, 70, -12, 26, -62, -94, 122, 74, 67, -62, -6, -67, -126, 104, 96, -92, 20, 103, -5, -48, 40, 55, -4, 95, -121, 46, 44, -94, -116, -33, 47, -80, -39, 42, 43, 113, -70, -60, 118, -8, 8}) }, { // roi1 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {4, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({32, 32, 224, 96, 32, 32, 256, 128, 56, 8, 232, 120, 8, 56, 72, 88}) }, { // param7 .type = TestOperandType::TENSOR_INT32, .dimensions = {4}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 3, 3}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param9 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param10 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // param11 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param13 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({true}) }, { // out1 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 2, 3}, .numberOfConsumers = 0, .scale = 0.03125f, .zeroPoint = -118, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({47, 33, 36, 33, 2, 56, 58, 109, 69, 36, 93, -10, 39, 40, -16, 47, 7, 59, 70, 73, 78, 30, 30, -75, 37, -12, -24, -1, 42, 120, -2, 82, 19, 16, 66, 36, 27, -24, 8, 48, 7, 38, 102, 60, -36, 101, 90, 58}) }}, .operations = {{ .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {0, 1}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nchw_quant8_signed_2 = TestModelManager::get().add("roi_align_quant8_signed_nchw_quant8_signed_2", get_test_model_nchw_quant8_signed_2()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nchw_quant8_signed_all_inputs_as_internal_2() { static TestModel model = { .main = { .operands = {{ // in1 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 4, 8}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // roi1 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {4, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({32, 32, 224, 96, 32, 32, 256, 128, 56, 8, 232, 120, 8, 56, 72, 88}) }, { // param7 .type = TestOperandType::TENSOR_INT32, .dimensions = {4}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 3, 3}) }, { // param8 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param9 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param10 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // param11 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // param12 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param13 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({true}) }, { // out1 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 2, 3}, .numberOfConsumers = 0, .scale = 0.03125f, .zeroPoint = -118, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({47, 33, 36, 33, 2, 56, 58, 109, 69, 36, 93, -10, 39, 40, -16, 47, 7, 59, 70, 73, 78, 30, 30, -75, 37, -12, -24, -1, 42, 120, -2, 82, 19, 16, 66, 36, 27, -24, 8, 48, 7, 38, 102, 60, -36, 101, 90, 58}) }, { // in1_new .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 4, 8}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({93, 57, 121, -126, 34, 61, -106, 30, -87, 26, 18, 50, 16, 0, -1, -57, 81, 69, -79, -17, -124, 105, -2, -101, -96, -77, 64, -24, 6, -102, 97, -26, 94, 12, -19, 63, 109, -53, -53, -18, 40, 87, -49, 42, 38, 83, 50, -98, -106, 114, -95, 119, 97, -117, 34, 110, -74, 66, -112, 50, 70, -91, -104, -112, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, 9, -106, -68, 91, -38, 18, 44, -30, 57, -50, -81, 110, -76, -51, -122, -101, 54, -70, -20, -106, 24, -106, -19, 77, 70, -12, 26, -62, -94, 122, 74, 67, -62, -6, -67, -126, 104, 96, -92, 20, 103, -5, -48, 40, 55, -4, 95, -121, 46, 44, -94, -116, -33, 47, -80, -39, 42, 43, 113, -70, -60, 118, -8, 8}) }, { // placeholder3 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({-128}) }, { // param51 .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::ADD, .inputs = {11, 12, 13}, .outputs = {0} }, { .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {1, 11}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nchw_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("roi_align_quant8_signed_nchw_quant8_signed_all_inputs_as_internal_2", get_test_model_nchw_quant8_signed_all_inputs_as_internal_2()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nhwc_quant8_signed_3() { static TestModel model = { .main = { .operands = {{ // in2 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {2, 4, 8, 2}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({93, 94, 57, 12, 121, -19, -126, 63, 34, 109, 61, -53, -106, -53, 30, -18, -87, 40, 26, 87, 18, -49, 50, 42, 16, 38, 0, 83, -1, 50, -57, -98, 81, -106, 69, 114, -79, -95, -17, 119, -124, 97, 105, -117, -2, 34, -101, 110, -96, -74, -77, 66, 64, -112, -24, 50, 6, 70, -102, -91, 97, -104, -26, -112, 9, -62, -106, -6, -68, -67, 91, -126, -38, 104, 18, 96, 44, -92, -30, 20, 57, 103, -50, -5, -81, -48, 110, 40, -76, 55, -51, -4, -122, 95, -101, -121, 54, 46, -70, 44, -20, -94, -106, -116, 24, -33, -106, 47, -19, -80, 77, -39, 70, 42, -12, 43, 26, 113, -62, -70, -94, -60, 122, 118, 74, -8, 67, 8}) }, { // roi2 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {4, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({32, 32, 224, 96, 32, 32, 256, 128, 56, 8, 232, 120, 8, 56, 72, 88}) }, { // param14 .type = TestOperandType::TENSOR_INT32, .dimensions = {4}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 1, 1}) }, { // param15 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // param18 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // 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}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({false}) }, { // out2 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 3, 2}, .numberOfConsumers = 0, .scale = 0.03125f, .zeroPoint = -118, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({47, 58, 33, 109, 36, 69, 33, 36, 2, 93, 56, -10, 38, 71, 40, 73, -18, 85, 47, 29, 6, 30, 64, -78, 43, -4, -17, 87, -25, 21, -4, 12, 44, 75, 119, 31, 22, 103, -28, 58, 15, -59, 48, 101, 7, 90, 45, 62}) }}, .operations = {{ .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {0, 1}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nhwc_quant8_signed_3 = TestModelManager::get().add("roi_align_quant8_signed_nhwc_quant8_signed_3", get_test_model_nhwc_quant8_signed_3()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nhwc_quant8_signed_all_inputs_as_internal_3() { static TestModel model = { .main = { .operands = {{ // in2 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {2, 4, 8, 2}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // roi2 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {4, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({32, 32, 224, 96, 32, 32, 256, 128, 56, 8, 232, 120, 8, 56, 72, 88}) }, { // param14 .type = TestOperandType::TENSOR_INT32, .dimensions = {4}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 1, 1}) }, { // param15 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // param18 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // 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}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({false}) }, { // out2 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 3, 2}, .numberOfConsumers = 0, .scale = 0.03125f, .zeroPoint = -118, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({47, 58, 33, 109, 36, 69, 33, 36, 2, 93, 56, -10, 38, 71, 40, 73, -18, 85, 47, 29, 6, 30, 64, -78, 43, -4, -17, 87, -25, 21, -4, 12, 44, 75, 119, 31, 22, 103, -28, 58, 15, -59, 48, 101, 7, 90, 45, 62}) }, { // in2_new .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {2, 4, 8, 2}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({93, 94, 57, 12, 121, -19, -126, 63, 34, 109, 61, -53, -106, -53, 30, -18, -87, 40, 26, 87, 18, -49, 50, 42, 16, 38, 0, 83, -1, 50, -57, -98, 81, -106, 69, 114, -79, -95, -17, 119, -124, 97, 105, -117, -2, 34, -101, 110, -96, -74, -77, 66, 64, -112, -24, 50, 6, 70, -102, -91, 97, -104, -26, -112, 9, -62, -106, -6, -68, -67, 91, -126, -38, 104, 18, 96, 44, -92, -30, 20, 57, 103, -50, -5, -81, -48, 110, 40, -76, 55, -51, -4, -122, 95, -101, -121, 54, 46, -70, 44, -20, -94, -106, -116, 24, -33, -106, 47, -19, -80, 77, -39, 70, 42, -12, 43, 26, 113, -62, -70, -94, -60, 122, 118, 74, -8, 67, 8}) }, { // placeholder4 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({-128}) }, { // param52 .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::ADD, .inputs = {11, 12, 13}, .outputs = {0} }, { .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {1, 11}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nhwc_quant8_signed_all_inputs_as_internal_3 = TestModelManager::get().add("roi_align_quant8_signed_nhwc_quant8_signed_all_inputs_as_internal_3", get_test_model_nhwc_quant8_signed_all_inputs_as_internal_3()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nchw_quant8_signed_3() { static TestModel model = { .main = { .operands = {{ // in2 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {2, 2, 4, 8}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({93, 57, 121, -126, 34, 61, -106, 30, -87, 26, 18, 50, 16, 0, -1, -57, 81, 69, -79, -17, -124, 105, -2, -101, -96, -77, 64, -24, 6, -102, 97, -26, 94, 12, -19, 63, 109, -53, -53, -18, 40, 87, -49, 42, 38, 83, 50, -98, -106, 114, -95, 119, 97, -117, 34, 110, -74, 66, -112, 50, 70, -91, -104, -112, 9, -106, -68, 91, -38, 18, 44, -30, 57, -50, -81, 110, -76, -51, -122, -101, 54, -70, -20, -106, 24, -106, -19, 77, 70, -12, 26, -62, -94, 122, 74, 67, -62, -6, -67, -126, 104, 96, -92, 20, 103, -5, -48, 40, 55, -4, 95, -121, 46, 44, -94, -116, -33, 47, -80, -39, 42, 43, 113, -70, -60, 118, -8, 8}) }, { // roi2 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {4, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({32, 32, 224, 96, 32, 32, 256, 128, 56, 8, 232, 120, 8, 56, 72, 88}) }, { // param14 .type = TestOperandType::TENSOR_INT32, .dimensions = {4}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 1, 1}) }, { // param15 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // param18 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // 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}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({true}) }, { // out2 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 2, 3}, .numberOfConsumers = 0, .scale = 0.03125f, .zeroPoint = -118, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({47, 33, 36, 33, 2, 56, 58, 109, 69, 36, 93, -10, 38, 40, -18, 47, 6, 64, 71, 73, 85, 29, 30, -78, 43, -17, -25, -4, 44, 119, -4, 87, 21, 12, 75, 31, 22, -28, 15, 48, 7, 45, 103, 58, -59, 101, 90, 62}) }}, .operations = {{ .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {0, 1}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nchw_quant8_signed_3 = TestModelManager::get().add("roi_align_quant8_signed_nchw_quant8_signed_3", get_test_model_nchw_quant8_signed_3()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nchw_quant8_signed_all_inputs_as_internal_3() { static TestModel model = { .main = { .operands = {{ // in2 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {2, 2, 4, 8}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // roi2 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {4, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({32, 32, 224, 96, 32, 32, 256, 128, 56, 8, 232, 120, 8, 56, 72, 88}) }, { // param14 .type = TestOperandType::TENSOR_INT32, .dimensions = {4}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 1, 1}) }, { // param15 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param16 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3}) }, { // param17 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // param18 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4.0f}) }, { // 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}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({true}) }, { // out2 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 2, 2, 3}, .numberOfConsumers = 0, .scale = 0.03125f, .zeroPoint = -118, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({47, 33, 36, 33, 2, 56, 58, 109, 69, 36, 93, -10, 38, 40, -18, 47, 6, 64, 71, 73, 85, 29, 30, -78, 43, -17, -25, -4, 44, 119, -4, 87, 21, 12, 75, 31, 22, -28, 15, 48, 7, 45, 103, 58, -59, 101, 90, 62}) }, { // in2_new .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {2, 2, 4, 8}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({93, 57, 121, -126, 34, 61, -106, 30, -87, 26, 18, 50, 16, 0, -1, -57, 81, 69, -79, -17, -124, 105, -2, -101, -96, -77, 64, -24, 6, -102, 97, -26, 94, 12, -19, 63, 109, -53, -53, -18, 40, 87, -49, 42, 38, 83, 50, -98, -106, 114, -95, 119, 97, -117, 34, 110, -74, 66, -112, 50, 70, -91, -104, -112, 9, -106, -68, 91, -38, 18, 44, -30, 57, -50, -81, 110, -76, -51, -122, -101, 54, -70, -20, -106, 24, -106, -19, 77, 70, -12, 26, -62, -94, 122, 74, 67, -62, -6, -67, -126, 104, 96, -92, 20, 103, -5, -48, 40, 55, -4, 95, -121, 46, 44, -94, -116, -33, 47, -80, -39, 42, 43, 113, -70, -60, 118, -8, 8}) }, { // placeholder5 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.04f, .zeroPoint = -128, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({-128}) }, { // param53 .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::ADD, .inputs = {11, 12, 13}, .outputs = {0} }, { .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {1, 11}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nchw_quant8_signed_all_inputs_as_internal_3 = TestModelManager::get().add("roi_align_quant8_signed_nchw_quant8_signed_all_inputs_as_internal_3", get_test_model_nchw_quant8_signed_all_inputs_as_internal_3()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nhwc_quant8_signed_4() { static TestModel model = { .main = { .operands = {{ // in3 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 4, 4, 1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -40, -4, 16, -20, -32, -8, 36, 4, 28, -8, 12, -28, -8, 40, -12, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}) }, { // roi3 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {5, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({8, 16, 16, 32, 0, 0, 32, 64, 8, 0, 16, 64, 0, 16, 32, 32, 0, 0, 0, 0}) }, { // param21 .type = TestOperandType::TENSOR_INT32, .dimensions = {5}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2, 2, 2, 2, 2}) }, { // param22 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param23 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param24 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param25 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param27 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({false}) }, { // out3 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {5, 2, 2, 1}, .numberOfConsumers = 0, .scale = 0.0625f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({6, 82, -6, 46, -8, -5, 51, 18, 4, 68, 78, 10, -3, 18, 15, -42, -119, -53, -109, -55}) }}, .operations = {{ .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {0, 1}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nhwc_quant8_signed_4 = TestModelManager::get().add("roi_align_quant8_signed_nhwc_quant8_signed_4", get_test_model_nhwc_quant8_signed_4()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nhwc_quant8_signed_all_inputs_as_internal_4() { static TestModel model = { .main = { .operands = {{ // in3 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 4, 4, 1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // roi3 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {5, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({8, 16, 16, 32, 0, 0, 32, 64, 8, 0, 16, 64, 0, 16, 32, 32, 0, 0, 0, 0}) }, { // param21 .type = TestOperandType::TENSOR_INT32, .dimensions = {5}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2, 2, 2, 2, 2}) }, { // param22 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param23 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param24 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param25 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param27 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({false}) }, { // out3 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {5, 2, 2, 1}, .numberOfConsumers = 0, .scale = 0.0625f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({6, 82, -6, 46, -8, -5, 51, 18, 4, 68, 78, 10, -3, 18, 15, -42, -119, -53, -109, -55}) }, { // in3_new .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 4, 4, 1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -40, -4, 16, -20, -32, -8, 36, 4, 28, -8, 12, -28, -8, 40, -12, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}) }, { // placeholder6 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param54 .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::ADD, .inputs = {11, 12, 13}, .outputs = {0} }, { .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {1, 11}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nhwc_quant8_signed_all_inputs_as_internal_4 = TestModelManager::get().add("roi_align_quant8_signed_nhwc_quant8_signed_all_inputs_as_internal_4", get_test_model_nhwc_quant8_signed_all_inputs_as_internal_4()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nchw_quant8_signed_4() { static TestModel model = { .main = { .operands = {{ // in3 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 1, 4, 4}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -40, -4, 16, -20, -32, -8, 36, 4, 28, -8, 12, -28, -8, 40, -12, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}) }, { // roi3 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {5, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({8, 16, 16, 32, 0, 0, 32, 64, 8, 0, 16, 64, 0, 16, 32, 32, 0, 0, 0, 0}) }, { // param21 .type = TestOperandType::TENSOR_INT32, .dimensions = {5}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2, 2, 2, 2, 2}) }, { // param22 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param23 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param24 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param25 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param27 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({true}) }, { // out3 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {5, 1, 2, 2}, .numberOfConsumers = 0, .scale = 0.0625f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({6, 82, -6, 46, -8, -5, 51, 18, 4, 68, 78, 10, -3, 18, 15, -42, -119, -53, -109, -55}) }}, .operations = {{ .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {0, 1}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nchw_quant8_signed_4 = TestModelManager::get().add("roi_align_quant8_signed_nchw_quant8_signed_4", get_test_model_nchw_quant8_signed_4()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nchw_quant8_signed_all_inputs_as_internal_4() { static TestModel model = { .main = { .operands = {{ // in3 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 1, 4, 4}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // roi3 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {5, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({8, 16, 16, 32, 0, 0, 32, 64, 8, 0, 16, 64, 0, 16, 32, 32, 0, 0, 0, 0}) }, { // param21 .type = TestOperandType::TENSOR_INT32, .dimensions = {5}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2, 2, 2, 2, 2}) }, { // param22 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param23 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param24 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param25 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f}) }, { // param26 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param27 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({true}) }, { // out3 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {5, 1, 2, 2}, .numberOfConsumers = 0, .scale = 0.0625f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({6, 82, -6, 46, -8, -5, 51, 18, 4, 68, 78, 10, -3, 18, 15, -42, -119, -53, -109, -55}) }, { // in3_new .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {4, 1, 4, 4}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -40, -4, 16, -20, -32, -8, 36, 4, 28, -8, 12, -28, -8, 40, -12, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}) }, { // placeholder7 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param55 .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::ADD, .inputs = {11, 12, 13}, .outputs = {0} }, { .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {1, 11}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nchw_quant8_signed_all_inputs_as_internal_4 = TestModelManager::get().add("roi_align_quant8_signed_nchw_quant8_signed_all_inputs_as_internal_4", get_test_model_nchw_quant8_signed_all_inputs_as_internal_4()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_zero_sized_nhwc_quant8_signed() { static TestModel model = { .main = { // zero_sized .operands = {{ // scores .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.1f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({9, 1}) }, { // roi4 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {1, 8}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({8, 8, 80, 80, 0, 0, 80, 80}) }, { // param28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param29 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.3f}) }, { // param30 .type = TestOperandType::INT32, .dimensions = {}, .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::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.4f}) }, { // param33 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f}) }, { // param34 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.3f}) }, { // scoresOut .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {0}, .numberOfConsumers = 0, .scale = 0.1f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // roiOut .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {0, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // classesOut .type = TestOperandType::TENSOR_INT32, .dimensions = {0}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // batchSplitOut .type = TestOperandType::TENSOR_INT32, .dimensions = {0}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // in4 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 1, 1, 1}, .numberOfConsumers = 1, .scale = 0.1f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param35 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param37 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param38 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param39 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param40 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({false}) }, { // featureMap .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {0, 2, 2, 1}, .numberOfConsumers = 0, .scale = 0.1f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::BOX_WITH_NMS_LIMIT, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, .outputs = {9, 10, 11, 12} }, { .type = TestOperationType::ROI_ALIGN, .inputs = {13, 10, 12, 14, 15, 16, 17, 18, 19, 20}, .outputs = {21} }}, .inputIndexes = {13}, .outputIndexes = {9, 11, 21} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_zero_sized_nhwc_quant8_signed = TestModelManager::get().add("roi_align_quant8_signed_zero_sized_nhwc_quant8_signed", get_test_model_zero_sized_nhwc_quant8_signed()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_zero_sized_nchw_quant8_signed() { static TestModel model = { .main = { // zero_sized .operands = {{ // scores .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 2}, .numberOfConsumers = 1, .scale = 0.1f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({9, 1}) }, { // roi4 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {1, 8}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({8, 8, 80, 80, 0, 0, 80, 80}) }, { // param28 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param29 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.3f}) }, { // param30 .type = TestOperandType::INT32, .dimensions = {}, .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::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.4f}) }, { // param33 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f}) }, { // param34 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0.3f}) }, { // scoresOut .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {0}, .numberOfConsumers = 0, .scale = 0.1f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // roiOut .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {0, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // classesOut .type = TestOperandType::TENSOR_INT32, .dimensions = {0}, .numberOfConsumers = 0, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // batchSplitOut .type = TestOperandType::TENSOR_INT32, .dimensions = {0}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // in4 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 1, 1, 1}, .numberOfConsumers = 1, .scale = 0.1f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param35 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param36 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2}) }, { // param37 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param38 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({2.0f}) }, { // param39 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param40 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({true}) }, { // featureMap .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {0, 1, 2, 2}, .numberOfConsumers = 0, .scale = 0.1f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }}, .operations = {{ .type = TestOperationType::BOX_WITH_NMS_LIMIT, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, .outputs = {9, 10, 11, 12} }, { .type = TestOperationType::ROI_ALIGN, .inputs = {13, 10, 12, 14, 15, 16, 17, 18, 19, 20}, .outputs = {21} }}, .inputIndexes = {13}, .outputIndexes = {9, 11, 21} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_zero_sized_nchw_quant8_signed = TestModelManager::get().add("roi_align_quant8_signed_zero_sized_nchw_quant8_signed", get_test_model_zero_sized_nchw_quant8_signed()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nhwc_quant8_signed_5() { static TestModel model = { .main = { .operands = {{ // in5 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 512, 8, 1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = 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TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({128}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param44 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f}) }, { // param45 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({64.0f}) }, { // param46 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({10}) }, { // param47 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({10}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({false}) }, { // out4 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 128, 4, 1}, .numberOfConsumers = 0, .scale = 0.0625f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = 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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}) }}, .operations = {{ .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {0, 1}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nhwc_quant8_signed_5 = TestModelManager::get().add("roi_align_quant8_signed_nhwc_quant8_signed_5", get_test_model_nhwc_quant8_signed_5()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nhwc_quant8_signed_all_inputs_as_internal_5() { static TestModel model = { .main = { .operands = {{ // in5 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 512, 8, 1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // roi5 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {1, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3600, 4000, 3728, 4064}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param42 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({128}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param44 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f}) }, { // param45 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({64.0f}) }, { // param46 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({10}) }, { // param47 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({10}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({false}) }, { // out4 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 128, 4, 1}, .numberOfConsumers = 0, .scale = 0.0625f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}) }, { // placeholder8 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.25f, .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::ADD, .inputs = {11, 12, 13}, .outputs = {0} }, { .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {1, 11}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nhwc_quant8_signed_all_inputs_as_internal_5 = TestModelManager::get().add("roi_align_quant8_signed_nhwc_quant8_signed_all_inputs_as_internal_5", get_test_model_nhwc_quant8_signed_all_inputs_as_internal_5()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nchw_quant8_signed_5() { static TestModel model = { .main = { .operands = {{ // in5 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 1, 512, 8}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}) }, { // roi5 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {1, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3600, 4000, 3728, 4064}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param42 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({128}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param44 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f}) }, { // param45 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({64.0f}) }, { // param46 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({10}) }, { // param47 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({10}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({true}) }, { // out4 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 1, 128, 4}, .numberOfConsumers = 0, .scale = 0.0625f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}) }}, .operations = {{ .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {0, 1}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nchw_quant8_signed_5 = TestModelManager::get().add("roi_align_quant8_signed_nchw_quant8_signed_5", get_test_model_nchw_quant8_signed_5()); } // namespace generated_tests::roi_align_quant8_signed namespace generated_tests::roi_align_quant8_signed { const TestModel& get_test_model_nchw_quant8_signed_all_inputs_as_internal_5() { static TestModel model = { .main = { .operands = {{ // in5 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 1, 512, 8}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({}) }, { // roi5 .type = TestOperandType::TENSOR_QUANT16_ASYMM, .dimensions = {1, 4}, .numberOfConsumers = 1, .scale = 0.125f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({3600, 4000, 3728, 4064}) }, { // param41 .type = TestOperandType::TENSOR_INT32, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param42 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({128}) }, { // param43 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({4}) }, { // param44 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({1.0f}) }, { // param45 .type = TestOperandType::FLOAT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({64.0f}) }, { // param46 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({10}) }, { // param47 .type = TestOperandType::INT32, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({10}) }, { // layout .type = TestOperandType::BOOL, .dimensions = {}, .numberOfConsumers = 1, .scale = 0.0f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({true}) }, { // out4 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1, 1, 128, 4}, .numberOfConsumers = 0, .scale = 0.0625f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}) }, { // placeholder9 .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, .dimensions = {1}, .numberOfConsumers = 1, .scale = 0.25f, .zeroPoint = 0, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .channelQuant = {}, .isIgnored = false, .data = TestBuffer::createFromVector({0}) }, { // param57 .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::ADD, .inputs = {11, 12, 13}, .outputs = {0} }, { .type = TestOperationType::ROI_ALIGN, .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}, .outputs = {10} }}, .inputIndexes = {1, 11}, .outputIndexes = {10} }, .referenced = {}, .isRelaxed = false, .expectedMultinomialDistributionTolerance = 0, .expectFailure = false, .minSupportedVersion = TestHalVersion::V1_3 }; return model; } const auto dummy_test_model_nchw_quant8_signed_all_inputs_as_internal_5 = TestModelManager::get().add("roi_align_quant8_signed_nchw_quant8_signed_all_inputs_as_internal_5", get_test_model_nchw_quant8_signed_all_inputs_as_internal_5()); } // namespace generated_tests::roi_align_quant8_signed