model { main { operands { operand { type: TENSOR_FLOAT32 dimensions { dimension: 2 dimension: 16 dimension: 4 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 dimension: 4 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 dimension: 16 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 2 dimension: 16 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 dimension: 4 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 dimension: 16 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 2 dimension: 16 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 2 dimension: 16 dimension: 4 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 dimension: 4 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 dimension: 4 } 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: 965637500 } } operand { type: BOOL dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { random_seed: 965637500 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 2 dimension: 16 dimension: 16 } lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { random_seed: 275540348 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 2 dimension: 16 dimension: 16 } lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { random_seed: 2228609171 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 2 dimension: 16 } lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { random_seed: 1229557028 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 2 dimension: 16 } lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { random_seed: 2881671974 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 2 dimension: 16 dimension: 4 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 2823172287 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 dimension: 4 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 3852650634 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 dimension: 16 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 1889301709 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 61653910 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 2 dimension: 16 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 2298711112 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 dimension: 4 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 3852650634 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 dimension: 16 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 1889301709 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 61653910 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 2 dimension: 16 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 2298711112 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 2 dimension: 16 dimension: 4 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 2982149277 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 dimension: 4 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 3576395888 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 16 dimension: 4 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 3576395888 } } operand { type: TENSOR_FLOAT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } } operations { operation { inputs { index: 19 index: 20 index: 21 } outputs { index: 0 } } operation { inputs { index: 22 index: 23 index: 24 } outputs { index: 1 } } operation { inputs { index: 25 index: 26 index: 27 } outputs { index: 2 } } operation { inputs { index: 28 index: 29 index: 30 } outputs { index: 3 } } operation { inputs { index: 31 index: 32 index: 33 } outputs { index: 4 } } operation { inputs { index: 34 index: 35 index: 36 } outputs { index: 5 } } operation { inputs { index: 37 index: 38 index: 39 } outputs { index: 6 } } operation { inputs { index: 40 index: 41 index: 42 } outputs { index: 7 } } operation { inputs { index: 43 index: 44 index: 45 } outputs { index: 8 } } operation { inputs { index: 46 index: 47 index: 48 } outputs { index: 9 } } operation { inputs { index: 49 index: 50 index: 51 } outputs { index: 10 } } operation { inputs { index: 52 index: 53 index: 54 } outputs { index: 11 } } 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 index: 16 index: 17 index: 18 } } } input_indexes { index: 19 index: 22 index: 25 index: 28 index: 31 index: 34 index: 37 index: 40 index: 43 index: 46 index: 49 index: 52 } output_indexes { index: 15 index: 16 index: 17 index: 18 } } referenced { } }