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  argDescriptor {
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  }
  argDescriptor {
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  argDescriptor {
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}
opList {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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    argType: INPUT_TENSOR
    argIndex: 6
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  argDescriptor {
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    argIndex: 7
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}
opList {
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  }
  argDescriptor {
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    argType: BOOL
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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    argType: DATA_TYPE
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}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
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}
opList {
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    name: "outputs"
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  argDescriptor {
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  opDeclarationType: LIST_OP_IMPL
}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
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  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
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}
opList {
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    name: "h"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "hFWFinal"
    argType: OUTPUT_TENSOR
    argIndex: 1
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  }
  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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}
opList {
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    name: "h"
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  }
  argDescriptor {
    name: "hFinal"
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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    argIndex: 4
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}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
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    argType: BOOL
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  argDescriptor {
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  argDescriptor {
    name: "mean"
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  argDescriptor {
    name: "bias"
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  argDescriptor {
    name: "dimensions"
    argType: INT64
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "y"
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    argIndex: 1
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  opDeclarationType: LEGACY_XYZ
}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "cutoff"
    argType: DOUBLE
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  opDeclarationType: LEGACY_XYZ
}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  opDeclarationType: OP_IMPL
}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
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    argType: DATA_TYPE
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  argDescriptor {
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    argIndex: 5
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  argDescriptor {
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  argDescriptor {
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    argIndex: 2
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  argDescriptor {
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    argIndex: 3
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}
opList {
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    argType: OUTPUT_TENSOR
  }
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    name: "dtype"
    argType: DATA_TYPE
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    argType: INPUT_TENSOR
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  argDescriptor {
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    argIndex: 1
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  argDescriptor {
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  argDescriptor {
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  argDescriptor {
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    argIndex: 4
  }
  argDescriptor {
    name: "e"
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    argIndex: 5
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}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
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    argType: INPUT_TENSOR
    argIndex: 1
  }
  opDeclarationType: BROADCASTABLE_OP_IMPL
}
opList {
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    name: "gradX"
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  }
  argDescriptor {
    name: "gradY"
    argType: OUTPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "y"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "epsNext"
    argType: INPUT_TENSOR
    argIndex: 2
  }
}
opList {
  name: "sufficient_statistics"
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    name: "dataCount"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "sum"
    argType: OUTPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "squares"
    argType: OUTPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "shift"
    argType: OUTPUT_TENSOR
    argIndex: 3
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "dimensions"
    argType: INPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "shift"
    argType: INPUT_TENSOR
    argIndex: 2
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}
opList {
  name: "svd"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "fullUV"
    argType: BOOL
  }
  argDescriptor {
    name: "computeUv"
    argType: BOOL
    argIndex: 1
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "fullUV"
    argType: INT64
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  argDescriptor {
    name: "calcUV"
    argType: INT64
    argIndex: 1
  }
  argDescriptor {
    name: "switchNum"
    argType: INT64
    argIndex: 2
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "s"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "u"
    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "v"
    argType: INPUT_TENSOR
    argIndex: 3
  }
}
opList {
  name: "swish"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "switch"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "frameName"
    argType: STRING
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "predicate"
    argType: INPUT_TENSOR
    argIndex: 1
  }
}
opList {
  name: "tan"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "tanderivative"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "tanh"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "epsilon"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "tear"
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    name: "outE"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
}
opList {
  name: "tensorarraywritev3"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
}
opList {
  name: "tensordot"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "transposeX"
    argType: BOOL
  }
  argDescriptor {
    name: "transposeY"
    argType: BOOL
    argIndex: 1
  }
  argDescriptor {
    name: "transposeZ"
    argType: BOOL
    argIndex: 2
  }
  argDescriptor {
    name: "dimensionsY"
    argType: INT64
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "y"
    argType: INPUT_TENSOR
    argIndex: 1
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}
opList {
  name: "tensormmul"
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    name: "c"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "axe0_size"
    argType: INT64
  }
  argDescriptor {
    name: "a"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "b"
    argType: INPUT_TENSOR
    argIndex: 1
  }
}
opList {
  name: "tensormmul_bp"
  argDescriptor {
    name: "dLdA"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dLdB"
    argType: OUTPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "axe0Size"
    argType: INT64
  }
  argDescriptor {
    name: "A"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "B"
    argType: INPUT_TENSOR
    argIndex: 1
  }
    argDescriptor {
      name: "C"
      argType: INPUT_TENSOR
      argIndex: 2
    }
  argDescriptor {
    name: "dLdC"
    argType: INPUT_TENSOR
    argIndex: 3
  }

}
opList {
  name: "test_output_reshape"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: OP_IMPL
}
opList {
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
}
opList {
  name: "testcustom"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
}
opList {
  name: "testop2i2o"
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    name: "xO"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "yO"
    argType: OUTPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "y"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  opDeclarationType: OP_IMPL
}
opList {
  name: "testreduction"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  opDeclarationType: REDUCTION_OP_IMPL
}
opList {
  name: "tf_atan2"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
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  argDescriptor {
    name: "y"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
    argIndex: 1
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  opDeclarationType: BROADCASTABLE_OP_IMPL
}
opList {
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "cutoff"
    argType: DOUBLE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
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    name: "dLdI"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "cutoff"
    argType: DOUBLE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "dLdO"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "tile"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "is_static_reps"
    argType: BOOL
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "dimensions"
    argType: INT64
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "reps_vector"
    argType: INPUT_TENSOR
    argIndex: 1
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}
opList {
  name: "tile_bp"
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    name: "gradI"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "repeat"
    argType: INT64
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "gradO"
    argType: INPUT_TENSOR
    argIndex: 1
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}
opList {
  name: "tile_to_shape"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
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  }
  argDescriptor {
    name: "transposeB"
    argType: BOOL
    argIndex: 1
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "aTranspose"
    argType: INT64
  }
  argDescriptor {
    name: "bTranspose"
    argType: INT64
    argIndex: 1
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "weights"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "b"
    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "dLdz"
    argType: INPUT_TENSOR
    argIndex: 3
  }
}
opList {
  name: "yiq_to_rgb"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dimC"
    argType: INT64
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "yuv_to_rgb"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dimC"
    argType: INT64
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "zero_fraction"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
}
opList {
  name: "zeros_as"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
}
opList {
  name: "zeros_like"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
}
opList {
  name: "zeroslike"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
}
opList {
  name: "zeta"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "q"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "placeholder"
  opDeclarationType: LOGIC_OP_IMPL
}
