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  }
  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "tear"
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    name: "outE"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
  name: "tensorarrayv3"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dataType"
    argType: INT64
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}
opList {
  name: "tensorarraywritev3"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
}
opList {
  name: "tensordot"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "addedEdges"
    argType: BOOL
  }
  argDescriptor {
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    argIndex: 1
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  argDescriptor {
    name: "transposeZ"
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    argIndex: 2
  }
  argDescriptor {
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  argDescriptor {
    name: "y"
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    argIndex: 1
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  argDescriptor {
    name: "dimensionsY"
    argType: INT64
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}
opList {
  name: "tensormmul"
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    name: "c"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "a"
    argType: INPUT_TENSOR
  }
  argDescriptor {
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  argDescriptor {
    name: "axe0_size"
    argType: INT64
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  argDescriptor {
    name: "axe1_size"
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    argIndex: 1
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
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    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dLdB"
    argType: OUTPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "A"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "B"
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    argIndex: 1
  }
  argDescriptor {
    name: "dLdC"
    argType: INPUT_TENSOR
    argIndex: 2
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  argDescriptor {
    name: "axe0Size"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
  name: "test_output_reshape"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: OP_IMPL
}
opList {
  name: "test_scalar"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
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"
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    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: "y"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
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  opDeclarationType: BROADCASTABLE_OP_IMPL
}
opList {
  name: "thresholdedrelu"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
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    argType: DOUBLE
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  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
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    name: "dLdI"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "dLdO"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "cutoff"
    argType: DOUBLE
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  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "tile"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
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    argType: BOOL
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "reps_vector"
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    argIndex: 1
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  argDescriptor {
    name: "dimensions"
    argType: INT64
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  argDescriptor {
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    argType: DATA_TYPE
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}
opList {
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  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
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    argIndex: 1
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  argDescriptor {
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    argType: INT64
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  argDescriptor {
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}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
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    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "epsNext"
    argType: INPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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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
  }
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
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  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "to_double"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
  name: "to_float16"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
  name: "to_float32"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
  name: "to_int32"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
  name: "to_int64"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
  name: "to_uint32"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
  name: "to_uint64"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
}
opList {
  name: "toggle_bits"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: OP_IMPL
}
opList {
  name: "top_k"
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    name: "values"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "indices"
    argType: OUTPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "needSort"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "k"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
}
opList {
  name: "trace"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
  name: "transpose"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "permuteDims"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
  name: "tri"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "row"
    argType: INT64
  }
  argDescriptor {
    name: "column"
    argType: INT64
    argIndex: 1
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  argDescriptor {
    name: "diag"
    argType: INT64
    argIndex: 2
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
}
opList {
  name: "triangular_solve"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "isLower"
    argType: BOOL
  }
  argDescriptor {
    name: "useAdjoint"
    argType: BOOL
    argIndex: 1
  }
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    name: "a"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "b"
    argType: INPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "lower"
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    argIndex: 2
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  argDescriptor {
    name: "adjoint"
    argType: INPUT_TENSOR
    argIndex: 3
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
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    name: "gradI"
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  }
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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 {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
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    argType: INPUT_TENSOR
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  argDescriptor {
    name: "y"
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    argIndex: 1
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  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
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  opDeclarationType: BROADCASTABLE_OP_IMPL
}
opList {
  name: "unique"
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    name: "values"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "indices"
    argType: OUTPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
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    name: "values"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
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    argType: OUTPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "counts"
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    argIndex: 2
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
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    argType: DATA_TYPE
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}
opList {
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    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "numSegments"
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    argIndex: 2
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  argDescriptor {
    name: "numSegments"
    argType: INT64
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "numSegments"
    argType: INT64
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
  name: "unsorted_segment_mean"
  argDescriptor {
    name: "segmentedOutput"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "numSegments"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "numSegments"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
}
opList {
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  argDescriptor {
    name: "segmentedOutput"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "numSegments"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
}
opList {
  name: "unsorted_segment_min_bp"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "numSegments"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
  name: "unsorted_segment_prod"
  argDescriptor {
    name: "segmentedOutput"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "numSegments"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
}
opList {
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "numSegments"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
}
opList {
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  argDescriptor {
    name: "segmentedOutput"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "numSegments"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
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    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "numSegments"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
}
opList {
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    argType: OUTPUT_TENSOR
  }
  argDescriptor {
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    argType: INPUT_TENSOR
  }
  argDescriptor {
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    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
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    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
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    argType: INT64
  }
  argDescriptor {
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    argType: DATA_TYPE
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}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
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    argType: INPUT_TENSOR
  }
  argDescriptor {
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    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
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    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
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    argType: INT64
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  argDescriptor {
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    argType: DATA_TYPE
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}
opList {
  name: "unstack"
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    name: "outArrs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "dimensions"
    argType: INT64
  }
  argDescriptor {
    name: "num"
    argType: INT64
    argIndex: 1
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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}
opList {
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    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "outputList"
    argType: INPUT_TENSOR
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