model {
  main {
    operands {
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 16
          dimension: 2
          dimension: 8
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
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        data {
          random_seed: 3139868195
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      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
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        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
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        data {
          random_seed: 1633627078
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      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
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          dimension: 16
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
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        }
        data {
          random_seed: 1889301709
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      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 16
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
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        }
        data {
          random_seed: 61653910
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      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 2
          dimension: 16
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
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        }
        data {
          random_seed: 2298711112
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      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 16
          dimension: 8
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 1633627078
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      }
      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: 16
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 61653910
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      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 2
          dimension: 16
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 2298711112
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      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
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        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
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        }
        data {
          random_seed: 797982799
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      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 0
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
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      }
      operand {
        type: TENSOR_FLOAT32
        dimensions {
          dimension: 0
        }
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 797982799
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      }
      operand {
        type: INT32
        dimensions {
        }
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
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        }
        data {
          scalar: 1
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      }
      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_FLOAT32
        dimensions {
          dimension: 16
          dimension: 2
          dimension: 32
        }
        lifetime: SUBGRAPH_OUTPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 3626958613
        }
      }
    }
    operations {
      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: 0
      index: 1
      index: 2
      index: 3
      index: 4
      index: 5
      index: 6
      index: 7
      index: 8
      index: 9
      index: 10
      index: 11
    }
    output_indexes {
      index: 15
    }
  }
  referenced {
  }
}