model {
  main {
    operands {
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 2
          dimension: 5
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 0
          dimension: 0
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
          dimension: 5
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
          dimension: 5
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
          dimension: 5
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 0
          dimension: 0
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
          dimension: 3
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
          dimension: 3
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
          dimension: 3
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 0
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 0
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 3
          dimension: 4
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 0
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 2
          dimension: 3
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 2
          dimension: 4
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: INT32
        dimensions {
        }
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          scalar: 4
        }
      }
      operand {
        dimensions {
        }
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          scalar: 0
        }
      }
      operand {
        dimensions {
        }
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          scalar: 0
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 0
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 4
        }
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 2
          dimension: 12
        }
        lifetime: SUBGRAPH_OUTPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 2899550875
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 2
          dimension: 3
        }
        lifetime: SUBGRAPH_OUTPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 1345194227
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 2
          dimension: 4
        }
        lifetime: SUBGRAPH_OUTPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 65861640
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 2
          dimension: 3
        }
        lifetime: SUBGRAPH_OUTPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 385711420
        }
      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 2
          dimension: 5
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 141337228
        }
      }
      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: 4
          dimension: 5
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 2274986594
        }
      }
      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: 4
          dimension: 5
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 2432165960
        }
      }
      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: 4
          dimension: 5
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 373706426
        }
      }
      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: 4
          dimension: 3
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 656072888
        }
      }
      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: 4
          dimension: 3
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 2091620927
        }
      }
      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: 4
          dimension: 3
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 3866126460
        }
      }
      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: 4
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 1346148074
        }
      }
      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: 4
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 598995673
        }
      }
      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: 4
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 1765290718
        }
      }
      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: 4
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 1516058946
        }
      }
      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: 4
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 1843193985
        }
      }
      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: 3
          dimension: 4
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 2341731031
        }
      }
      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: 3
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 68451432
        }
      }
      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: 4
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 2256186229
        }
      }
      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: 4
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 921851269
        }
      }
      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: 4
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 4251572816
        }
      }
      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: 4
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 987231815
        }
      }
      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: 31
          index: 32
          index: 33
        }
        outputs {
          index: 0
        }
      }
      operation {
        inputs {
          index: 34
          index: 35
          index: 36
        }
        outputs {
          index: 2
        }
      }
      operation {
        inputs {
          index: 37
          index: 38
          index: 39
        }
        outputs {
          index: 3
        }
      }
      operation {
        inputs {
          index: 40
          index: 41
          index: 42
        }
        outputs {
          index: 4
        }
      }
      operation {
        inputs {
          index: 43
          index: 44
          index: 45
        }
        outputs {
          index: 6
        }
      }
      operation {
        inputs {
          index: 46
          index: 47
          index: 48
        }
        outputs {
          index: 7
        }
      }
      operation {
        inputs {
          index: 49
          index: 50
          index: 51
        }
        outputs {
          index: 8
        }
      }
      operation {
        inputs {
          index: 52
          index: 53
          index: 54
        }
        outputs {
          index: 10
        }
      }
      operation {
        inputs {
          index: 55
          index: 56
          index: 57
        }
        outputs {
          index: 11
        }
      }
      operation {
        inputs {
          index: 58
          index: 59
          index: 60
        }
        outputs {
          index: 13
        }
      }
      operation {
        inputs {
          index: 61
          index: 62
          index: 63
        }
        outputs {
          index: 14
        }
      }
      operation {
        inputs {
          index: 64
          index: 65
          index: 66
        }
        outputs {
          index: 15
        }
      }
      operation {
        inputs {
          index: 67
          index: 68
          index: 69
        }
        outputs {
          index: 16
        }
      }
      operation {
        inputs {
          index: 70
          index: 71
          index: 72
        }
        outputs {
          index: 18
        }
      }
      operation {
        inputs {
          index: 73
          index: 74
          index: 75
        }
        outputs {
          index: 19
        }
      }
      operation {
        inputs {
          index: 76
          index: 77
          index: 78
        }
        outputs {
          index: 24
        }
      }
      operation {
        inputs {
          index: 79
          index: 80
          index: 81
        }
        outputs {
          index: 25
        }
      }
      operation {
        inputs {
          index: 82
          index: 83
          index: 84
        }
        outputs {
          index: 26
        }
      }
      operation {
        type: 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
          index: 15
          index: 16
          index: 17
          index: 18
          index: 19
          index: 20
          index: 21
          index: 22
          index: 23
          index: 24
          index: 25
          index: 26
        }
        outputs {
          index: 27
          index: 28
          index: 29
          index: 30
        }
      }
    }
    input_indexes {
      index: 1
      index: 5
      index: 9
      index: 12
      index: 17
      index: 23
      index: 31
      index: 34
      index: 37
      index: 40
      index: 43
      index: 46
      index: 49
      index: 52
      index: 55
      index: 58
      index: 61
      index: 64
      index: 67
      index: 70
      index: 73
      index: 76
      index: 79
      index: 82
    }
    output_indexes {
      index: 27
      index: 28
      index: 29
      index: 30
    }
  }
  referenced {
  }
}