model {
  main {
    operands {
      operand {
        type: TENSOR_QUANT8_ASYMM
        dimensions {
          dimension: 1
          dimension: 2
        }
        scale: 0.0078125
        zero_point: 128
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 1596383798
        }
      }
      operand {
        type: TENSOR_QUANT8_ASYMM
        dimensions {
          dimension: 4
          dimension: 2
        }
        scale: 0.00408021
        zero_point: 100
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 769885569
        }
      }
      operand {
        type: TENSOR_QUANT8_ASYMM
        dimensions {
          dimension: 4
          dimension: 2
        }
        scale: 0.00408021
        zero_point: 100
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 2692321630
        }
      }
      operand {
        type: TENSOR_QUANT8_ASYMM
        dimensions {
          dimension: 4
          dimension: 2
        }
        scale: 0.00408021
        zero_point: 100
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 2920035369
        }
      }
      operand {
        type: TENSOR_QUANT8_ASYMM
        dimensions {
          dimension: 4
          dimension: 2
        }
        scale: 0.00408021
        zero_point: 100
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 1838760568
        }
      }
      operand {
        type: TENSOR_QUANT8_ASYMM
        dimensions {
          dimension: 4
          dimension: 4
        }
        scale: 0.00408021
        zero_point: 100
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 3503743582
        }
      }
      operand {
        type: TENSOR_QUANT8_ASYMM
        dimensions {
          dimension: 4
          dimension: 4
        }
        scale: 0.00408021
        zero_point: 100
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 4123073306
        }
      }
      operand {
        type: TENSOR_QUANT8_ASYMM
        dimensions {
          dimension: 4
          dimension: 4
        }
        scale: 0.00408021
        zero_point: 100
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 790208899
        }
      }
      operand {
        type: TENSOR_QUANT8_ASYMM
        dimensions {
          dimension: 4
          dimension: 4
        }
        scale: 0.00408021
        zero_point: 100
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 4146598958
        }
      }
      operand {
        type: TENSOR_INT32
        dimensions {
          dimension: 4
        }
        scale: 3.18766397e-05
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 1892455561
        }
      }
      operand {
        type: TENSOR_INT32
        dimensions {
          dimension: 4
        }
        scale: 3.18766397e-05
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 4018101989
        }
      }
      operand {
        type: TENSOR_INT32
        dimensions {
          dimension: 4
        }
        scale: 3.18766397e-05
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 1895375837
        }
      }
      operand {
        type: TENSOR_INT32
        dimensions {
          dimension: 4
        }
        scale: 3.18766397e-05
        lifetime: CONSTANT_COPY
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 803807851
        }
      }
      operand {
        type: TENSOR_QUANT16_SYMM
        dimensions {
          dimension: 1
          dimension: 4
        }
        scale: 0.00048828125
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 212161838
        }
      }
      operand {
        type: TENSOR_QUANT8_ASYMM
        dimensions {
          dimension: 1
          dimension: 4
        }
        scale: 0.0078125
        zero_point: 128
        lifetime: SUBGRAPH_INPUT
        channel_quant {
          scales {
          }
        }
        data {
          scalar: 1938593416
        }
      }
      operand {
        type: TENSOR_QUANT16_SYMM
        dimensions {
          dimension: 1
          dimension: 4
        }
        scale: 0.00048828125
        lifetime: SUBGRAPH_OUTPUT
        channel_quant {
          scales {
          }
        }
        data {
          random_seed: 3782146234
        }
      }
      operand {
        type: TENSOR_QUANT8_ASYMM
        dimensions {
          dimension: 1
          dimension: 4
        }
        scale: 0.0078125
        zero_point: 128
        lifetime: SUBGRAPH_OUTPUT
        channel_quant {
          scales {
          }
        }
        data {
          scalar: 1888655244
        }
      }
    }
    operations {
      operation {
        type: QUANTIZED_16BIT_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
        }
        outputs {
          index: 15
          index: 16
        }
      }
    }
    input_indexes {
      index: 0
      index: 13
      index: 14
    }
    output_indexes {
      index: 15
      index: 16
    }
  }
  referenced {
  }
}