model { main { operands { operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 2 dimension: 8 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 8 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 16 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 2 dimension: 16 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 8 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 16 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 2 dimension: 16 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 2 dimension: 8 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 0 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 0 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 1 } } operand { type: BOOL dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 1772448071 } } operand { type: BOOL dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 1772448071 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 2 dimension: 32 } lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { random_seed: 414119752 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 2 dimension: 8 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 1485959126 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 571419463 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 8 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 3946772726 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 571419463 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 16 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 2757003736 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 571419463 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 317023153 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 571419463 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 2 dimension: 16 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 1034775597 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 571419463 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 8 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 3946772726 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 571419463 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 16 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 2757003736 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 571419463 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 317023153 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 571419463 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 2 dimension: 16 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 1034775597 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 571419463 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 16 dimension: 2 dimension: 8 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 1485959126 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 571419463 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } } operations { operation { inputs { index: 16 index: 17 index: 18 } outputs { index: 0 } } operation { inputs { index: 19 index: 20 index: 21 } outputs { index: 1 } } operation { inputs { index: 22 index: 23 index: 24 } outputs { index: 2 } } operation { inputs { index: 25 index: 26 index: 27 } outputs { index: 3 } } operation { inputs { index: 28 index: 29 index: 30 } outputs { index: 4 } } operation { inputs { index: 31 index: 32 index: 33 } outputs { index: 5 } } operation { inputs { index: 34 index: 35 index: 36 } outputs { index: 6 } } operation { inputs { index: 37 index: 38 index: 39 } outputs { index: 7 } } operation { inputs { index: 40 index: 41 index: 42 } outputs { index: 8 } } operation { inputs { index: 43 index: 44 index: 45 } outputs { index: 9 } } operation { type: BIDIRECTIONAL_SEQUENCE_RNN 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 } } } input_indexes { index: 10 index: 11 index: 16 index: 19 index: 22 index: 25 index: 28 index: 31 index: 34 index: 37 index: 40 index: 43 } output_indexes { index: 15 } } referenced { } }