model { main { operands { operand { type: SUBGRAPH_OPERAND dimensions { } lifetime: SUBGRAPH_LIFETIME channel_quant { scales { } } data { scalar: 0 } } operand { type: SUBGRAPH_OPERAND dimensions { } lifetime: SUBGRAPH_LIFETIME channel_quant { scales { } } data { scalar: 1 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 1006648320 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 1 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { scalar: 4 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { scalar: 1469075392 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { scalar: 1107312640 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 } lifetime: CONSTANT_REFERENCE channel_quant { scales { } } data { random_seed: 571419463 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_REFERENCE channel_quant { scales { } } data { scalar: 0 } } } operations { operation { inputs { index: 7 index: 8 index: 9 } outputs { index: 5 } } operation { type: WHILE inputs { index: 0 index: 1 index: 2 index: 3 index: 4 index: 5 } outputs { index: 6 } } } input_indexes { index: 4 index: 7 } output_indexes { index: 6 } } referenced { subgraph { operands { operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_BOOL8 dimensions { dimension: 1 } lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { random_seed: 797982799 } } } operations { operation { type: LESS_EQUAL inputs { index: 1 index: 2 } outputs { index: 4 } } } input_indexes { index: 0 index: 1 index: 2 index: 3 } output_indexes { index: 4 } } subgraph { operands { operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: SUBGRAPH_OPERAND dimensions { } lifetime: SUBGRAPH_LIFETIME channel_quant { scales { } } data { scalar: 2 } } operand { type: SUBGRAPH_OPERAND dimensions { } lifetime: SUBGRAPH_LIFETIME channel_quant { scales { } } data { scalar: 3 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 1 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 1 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } } operations { operation { type: WHILE inputs { index: 6 index: 7 index: 3 index: 8 index: 1 index: 3 } outputs { index: 9 } } operation { inputs { index: 1 index: 10 index: 11 } outputs { index: 5 } } operation { inputs { index: 0 index: 9 index: 12 } outputs { index: 4 } } } input_indexes { index: 0 index: 1 index: 2 index: 3 } output_indexes { index: 4 index: 5 } } subgraph { operands { operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_BOOL8 dimensions { dimension: 1 } lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { random_seed: 797982799 } } } operations { operation { type: LESS inputs { index: 1 index: 2 } outputs { index: 4 } } } input_indexes { index: 0 index: 1 index: 2 index: 3 } output_indexes { index: 4 } } subgraph { operands { operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: SUBGRAPH_INPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_FLOAT16 dimensions { dimension: 1 dimension: 2 } lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: SUBGRAPH_OUTPUT channel_quant { scales { } } data { random_seed: 797982799 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } operand { type: TENSOR_INT32 dimensions { dimension: 1 } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 1 } } operand { type: INT32 dimensions { } lifetime: CONSTANT_COPY channel_quant { scales { } } data { scalar: 0 } } } operations { operation { type: MUL inputs { index: 0 index: 3 index: 6 } outputs { index: 4 } } operation { inputs { index: 1 index: 7 index: 8 } outputs { index: 5 } } } input_indexes { index: 0 index: 1 index: 2 index: 3 } output_indexes { index: 4 index: 5 } } } }