model { main { operands { operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 dimension: 2 } scale: 0.0078125 zero_point: 128 channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 2 } scale: 0.00408021 zero_point: 100 channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 2 } scale: 0.00408021 zero_point: 100 channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 2 } scale: 0.00408021 zero_point: 100 channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 2 } scale: 0.00408021 zero_point: 100 channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 4 } scale: 0.00408021 zero_point: 100 channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 4 } scale: 0.00408021 zero_point: 100 channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 4 } scale: 0.00408021 zero_point: 100 channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 4 } scale: 0.00408021 zero_point: 100 channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_INT32 dimensions { dimension: 4 } scale: 3.18766397e-05 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 1892455561 } } operand { type: TENSOR_INT32 dimensions { dimension: 4 } scale: 3.18766397e-05 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 4018101989 } } operand { type: TENSOR_INT32 dimensions { dimension: 4 } scale: 3.18766397e-05 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 1895375837 } } operand { type: TENSOR_INT32 dimensions { dimension: 4 } scale: 3.18766397e-05 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 803807851 } } operand { type: TENSOR_QUANT16_SYMM dimensions { dimension: 1 dimension: 4 } scale: 0.00048828125 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 212161838 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 dimension: 4 } scale: 0.0078125 zero_point: 128 channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_QUANT16_SYMM dimensions { dimension: 1 dimension: 4 } scale: 0.00048828125 lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { random_seed: 3782146234 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 dimension: 4 } scale: 0.0078125 zero_point: 128 lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { scalar: 1888655244 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 dimension: 2 } scale: 0.0078125 zero_point: 128 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 1596383798 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 } scale: 0.0078125 zero_point: 128 lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 4075274624 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 2 } scale: 0.00408021 zero_point: 100 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 769885569 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 } scale: 0.00408021 zero_point: 100 lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 2136526169 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 2 } scale: 0.00408021 zero_point: 100 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 2692321630 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 } scale: 0.00408021 zero_point: 100 lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 2136526169 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 2 } scale: 0.00408021 zero_point: 100 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 2920035369 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 } scale: 0.00408021 zero_point: 100 lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 2136526169 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 2 } scale: 0.00408021 zero_point: 100 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 1838760568 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 } scale: 0.00408021 zero_point: 100 lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 2136526169 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 4 } scale: 0.00408021 zero_point: 100 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 3503743582 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 } scale: 0.00408021 zero_point: 100 lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 2136526169 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 4 } scale: 0.00408021 zero_point: 100 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 4123073306 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 } scale: 0.00408021 zero_point: 100 lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 2136526169 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 4 } scale: 0.00408021 zero_point: 100 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 790208899 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 } scale: 0.00408021 zero_point: 100 lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 2136526169 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 4 dimension: 4 } scale: 0.00408021 zero_point: 100 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 4146598958 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 } scale: 0.00408021 zero_point: 100 lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 2136526169 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 dimension: 4 } scale: 0.0078125 zero_point: 128 lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { scalar: 1938593416 } } operand { type: TENSOR_QUANT8_ASYMM dimensions { dimension: 1 } scale: 0.0078125 zero_point: 128 lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 4075274624 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } } operations { operation { inputs { index: 17 index: 18 index: 19 } outputs { index: 0 } } operation { inputs { index: 20 index: 21 index: 22 } outputs { index: 1 } } operation { inputs { index: 23 index: 24 index: 25 } outputs { index: 2 } } operation { inputs { index: 26 index: 27 index: 28 } outputs { index: 3 } } operation { inputs { index: 29 index: 30 index: 31 } outputs { index: 4 } } operation { inputs { index: 32 index: 33 index: 34 } outputs { index: 5 } } operation { inputs { index: 35 index: 36 index: 37 } outputs { index: 6 } } operation { inputs { index: 38 index: 39 index: 40 } outputs { index: 7 } } operation { inputs { index: 41 index: 42 index: 43 } outputs { index: 8 } } operation { inputs { index: 44 index: 45 index: 46 } outputs { index: 14 } } operation { type: QUANTIZED_16BIT_LSTM inputs { index: 0 index: 1 index: 2 index: 3 index: 4 index: 5 index: 6 index: 7 index: 8 index: 9 index: 10 index: 11 index: 12 index: 13 index: 14 } outputs { index: 15 index: 16 } } } input_indexes { index: 9 index: 10 index: 11 index: 12 index: 13 index: 17 index: 20 index: 23 index: 26 index: 29 index: 32 index: 35 index: 38 index: 41 index: 44 } output_indexes { index: 15 index: 16 } } referenced { } }