cavis/contrib/codegen-tools/libnd4j-gen/op-ir.proto

opList {
  name: "Assert"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: OP_IMPL
}
opList {
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  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "thresholdRelative"
    argType: DOUBLE
  }
  argDescriptor {
    name: "thresholdAbsolute"
    argType: DOUBLE
    argIndex: 1
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "y"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "BinaryRelativeError"
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "threshold"
    argType: DOUBLE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "y"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "ClipByValue"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
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  argDescriptor {
    name: "clipValueMin"
    argType: DOUBLE
  }
  argDescriptor {
    name: "clipValueMax"
    argType: DOUBLE
    argIndex: 1
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
}
opList {
  name: "Conditional"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  opDeclarationType: LOGIC_OP_IMPL
}
opList {
  name: "ExternalErrorsFn"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
}
opList {
  name: "Floor"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: OP_IMPL
}
opList {
  name: "Log1p"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: OP_IMPL
}
opList {
  name: "ParallelConcat"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
}
opList {
  name: "Pow"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "y"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  opDeclarationType: BROADCASTABLE_OP_IMPL
}
opList {
  name: "Pow_bp"
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "dLdx"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "dLdy"
    argType: OUTPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "y"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "dLdz"
    argType: INPUT_TENSOR
    argIndex: 2
  }
  argDescriptor {
    name: "dLdx"
    argType: INPUT_TENSOR
    argIndex: 3
  }
  argDescriptor {
    name: "dLdy"
    argType: INPUT_TENSOR
    argIndex: 4
  }
}
opList {
  name: "Reciprocal"
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "RelativeError"
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "y"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "Return"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  opDeclarationType: LOGIC_OP_IMPL
}
opList {
  name: "Scope"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  opDeclarationType: LOGIC_OP_IMPL
}
opList {
  name: "Switch"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "condition"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  opDeclarationType: DIVERGENT_OP_IMPL
}
opList {
  name: "Where"
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "condition"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "input"
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    argIndex: 1
  }
  argDescriptor {
    name: "y"
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    argIndex: 2
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}
opList {
  name: "While"
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "frameName"
    argType: STRING
  }
  argDescriptor {
    name: "isConstant"
    argType: BOOL
  }
  argDescriptor {
    name: "condition"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LOGIC_OP_IMPL
}
opList {
  name: "_geluderivative"
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    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "_mishderivative"
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    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
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    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "y"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "_powderivative"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "pow"
    argType: DOUBLE
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "_precise_geluderivative"
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "precise"
    argType: BOOL
    argIndex: 1
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "_sigmoidderivative"
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "y"
    argType: INPUT_TENSOR
    argIndex: 1
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  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "_swishderivative"
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
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    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "y"
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    argIndex: 1
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  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "_tanhderivative"
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "abs"
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "absolute_difference_loss"
  argDescriptor {
    name: "reductionMode"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "predictions"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "weights"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "labels"
    argType: INPUT_TENSOR
    argIndex: 2
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}
opList {
  name: "absolute_difference_loss_grad"
  argDescriptor {
    name: "reductionMode"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "dLdp"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "dLdw"
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    argIndex: 1
  }
  argDescriptor {
    name: "dLdl"
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    argIndex: 2
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  argDescriptor {
    name: "predictions"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "weights"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "labels"
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}
opList {
  name: "acos"
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    name: "dataType"
    argType: DATA_TYPE
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    name: "outputs"
    argType: OUTPUT_TENSOR
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    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  opDeclarationType: LEGACY_XYZ
}
opList {
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    name: "outputs"
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  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "ada_delta_updater"
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    name: "update"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "stateMsg"
    argType: OUTPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "stateMsdx"
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  argDescriptor {
    name: "dRho"
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  argDescriptor {
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  }
  argDescriptor {
    name: "updatedStateMsdx"
    argType: INPUT_TENSOR
    argIndex: 5
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  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "ada_grad_updater"
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    name: "update"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
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    name: "dLr"
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    name: "lr"
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  argDescriptor {
    name: "epsilon"
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    argIndex: 3
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  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "ada_max_updater"
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    name: "iteration"
    argType: INT64
  }
  argDescriptor {
    name: "update"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "stateU"
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    argIndex: 1
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  argDescriptor {
    name: "stateM"
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  argDescriptor {
    name: "dLr"
    argType: DOUBLE
  }
  argDescriptor {
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  argDescriptor {
    name: "dBeta2"
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    name: "gradient"
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    name: "beta2"
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  argDescriptor {
    name: "epsilon"
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  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "adabelief_updater"
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    name: "iteration"
    argType: INT64
  }
  argDescriptor {
    name: "update"
    argType: OUTPUT_TENSOR
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    name: "dLr"
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    name: "dBeta2"
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    argIndex: 2
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  argDescriptor {
    name: "dEpsilon"
    argType: DOUBLE
    argIndex: 3
  }
  argDescriptor {
    name: "gradient"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "initStateU"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "initStateM"
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  argDescriptor {
    name: "lr"
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    argIndex: 3
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  argDescriptor {
    name: "beta1"
    argType: INPUT_TENSOR
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    name: "beta2"
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  }
  argDescriptor {
    name: "epsilon"
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    argIndex: 6
  }
  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "adam_updater"
  argDescriptor {
    name: "iteration"
    argType: INT64
  }
  argDescriptor {
    name: "update"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "stateU"
    argType: OUTPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "stateM"
    argType: OUTPUT_TENSOR
    argIndex: 2
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  argDescriptor {
    name: "dLr"
    argType: DOUBLE
  }
  argDescriptor {
    name: "dBeta1"
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    argIndex: 1
  }
  argDescriptor {
    name: "dBeta2"
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    argIndex: 2
  }
  argDescriptor {
    name: "dEpsilon"
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    argIndex: 3
  }
  argDescriptor {
    name: "gradient"
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  }
  argDescriptor {
    name: "initStateU"
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    argIndex: 1
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  argDescriptor {
    name: "initStateM"
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    name: "lr"
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    argIndex: 3
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  argDescriptor {
    name: "beta1"
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    argIndex: 4
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  argDescriptor {
    name: "beta2"
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    argIndex: 5
  }
  argDescriptor {
    name: "epsilon"
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    argIndex: 6
  }
  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "add"
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    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
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    name: "input"
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  }
  argDescriptor {
    name: "y"
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    argIndex: 1
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  opDeclarationType: BROADCASTABLE_OP_IMPL
}
opList {
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    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "gradX"
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  argDescriptor {
    name: "gradY"
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    argIndex: 1
  }
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    name: "inPlace"
    argType: BOOL
  }
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    name: "epsNext"
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}
opList {
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  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
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  opDeclarationType: LEGACY_XYZ
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opList {
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    name: "outputs"
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  }
  argDescriptor {
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    argIndex: 1
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  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "factor"
    argType: DOUBLE
  }
  argDescriptor {
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  argDescriptor {
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    argIndex: 1
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  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
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    name: "dimC"
    argType: INT64
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
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  }
  argDescriptor {
    name: "delta"
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    argIndex: 1
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  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "adjust_saturation"
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    name: "dimC"
    argType: INT64
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "factor"
    argType: DOUBLE
  }
  argDescriptor {
    name: "input"
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  }
  argDescriptor {
    name: "factor"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "all"
  argDescriptor {
    name: "dimensions"
    argType: INT64
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "keepDims"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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    name: "fullUV"
    argType: INT64
  }
  argDescriptor {
    name: "calcUV"
    argType: INT64
    argIndex: 1
  }
  argDescriptor {
    name: "switchNum"
    argType: INT64
    argIndex: 2
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "full_matrices"
    argType: BOOL
  }
  argDescriptor {
    name: "computeUv"
    argType: BOOL
    argIndex: 1
  }
  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: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  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: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "tanderivative"
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    name: "dataType"
    argType: DATA_TYPE
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "tanh"
  argDescriptor {
    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "tanh_bp"
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    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "epsilon"
    argType: INPUT_TENSOR
    argIndex: 1
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  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
  name: "tear"
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outE"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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}
opList {
  name: "tensorarrayv3"
  argDescriptor {
    name: "dataType"
    argType: INT64
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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}
opList {
  name: "tensorarraywritev3"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
}
opList {
  name: "tensordot"
  argDescriptor {
    name: "dimensionsY"
    argType: INT64
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "addedEdges"
    argType: BOOL
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  argDescriptor {
    name: "transposeY"
    argType: BOOL
    argIndex: 1
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  argDescriptor {
    name: "transposeZ"
    argType: BOOL
    argIndex: 2
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "y"
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    argIndex: 1
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}
opList {
  name: "tensormmul"
  argDescriptor {
    name: "axe0_size"
    argType: INT64
  }
  argDescriptor {
    name: "axe1_size"
    argType: INT64
    argIndex: 1
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "c"
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  argDescriptor {
    name: "a"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "b"
    argType: INPUT_TENSOR
    argIndex: 1
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}
opList {
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    name: "axe0Size"
    argType: INT64
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "dLdA"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "dLdB"
    argType: OUTPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "A"
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  argDescriptor {
    name: "B"
    argType: INPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "dLdC"
    argType: INPUT_TENSOR
    argIndex: 2
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}
opList {
  name: "test_output_reshape"
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    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  opDeclarationType: OP_IMPL
}
opList {
  name: "test_scalar"
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    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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}
opList {
  name: "testcustom"
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    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
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    argType: OUTPUT_TENSOR
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}
opList {
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    name: "xO"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "yO"
    argType: OUTPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
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    argIndex: 1
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  opDeclarationType: OP_IMPL
}
opList {
  name: "testreduction"
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    name: "outputs"
    argType: OUTPUT_TENSOR
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  opDeclarationType: REDUCTION_OP_IMPL
}
opList {
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    name: "dataType"
    argType: DATA_TYPE
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  argDescriptor {
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    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "inPlace"
    argType: BOOL
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  argDescriptor {
    name: "y"
    argType: INPUT_TENSOR
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  argDescriptor {
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    argType: INPUT_TENSOR
    argIndex: 1
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  opDeclarationType: BROADCASTABLE_OP_IMPL
}
opList {
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    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
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    argType: BOOL
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  argDescriptor {
    name: "cutoff"
    argType: DOUBLE
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
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    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "cutoff"
    argType: DOUBLE
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "dLdO"
    argType: INPUT_TENSOR
    argIndex: 1
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  opDeclarationType: CONFIGURABLE_OP_IMPL
}
opList {
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    name: "dimensions"
    argType: INT64
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "is_static_reps"
    argType: BOOL
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "reps_vector"
    argType: INPUT_TENSOR
    argIndex: 1
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}
opList {
  name: "tile_bp"
  argDescriptor {
    name: "repeat"
    argType: INT64
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
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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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}
opList {
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    argType: DATA_TYPE
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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}
opList {
  name: "tile_to_shape_bp"
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    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "gradX"
    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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}
opList {
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    name: "dataType"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  opDeclarationType: LEGACY_XYZ
}
opList {
  name: "to_double"
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    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
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    argType: INPUT_TENSOR
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}
opList {
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    argType: DATA_TYPE
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
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    argType: INPUT_TENSOR
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}
opList {
  name: "to_float32"
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    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
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    argType: INPUT_TENSOR
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}
opList {
  name: "to_int32"
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    argType: DATA_TYPE
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
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    argType: INPUT_TENSOR
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}
opList {
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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}
opList {
  name: "to_uint32"
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    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
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    argType: INPUT_TENSOR
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}
opList {
  name: "to_uint64"
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    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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}
opList {
  name: "toggle_bits"
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  opDeclarationType: OP_IMPL
}
opList {
  name: "top_k"
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    name: "k"
    argType: INT64
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    argType: DATA_TYPE
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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
  }
}
opList {
  name: "trace"
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    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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}
opList {
  name: "transpose"
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    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "permuteDims"
    argType: INPUT_TENSOR
    argIndex: 1
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}
opList {
  name: "tri"
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    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
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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}
opList {
  name: "triangular_solve"
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    name: "dtype"
    argType: DATA_TYPE
  }
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    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "isLower"
    argType: BOOL
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  argDescriptor {
    name: "useAdjoint"
    argType: BOOL
    argIndex: 1
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    name: "a"
    argType: INPUT_TENSOR
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    argIndex: 1
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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: INT64
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    name: "dtype"
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    name: "outputs"
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  argDescriptor {
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    argType: INPUT_TENSOR
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}
opList {
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    argType: INT64
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  argDescriptor {
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    argType: INPUT_TENSOR
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    argIndex: 1
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}
opList {
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    name: "dataType"
    argType: DATA_TYPE
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
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  argDescriptor {
    name: "inPlace"
    argType: BOOL
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "y"
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    argIndex: 1
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  opDeclarationType: BROADCASTABLE_OP_IMPL
}
opList {
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    argType: DATA_TYPE
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  argDescriptor {
    name: "values"
    argType: OUTPUT_TENSOR
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  argDescriptor {
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    argType: OUTPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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}
opList {
  name: "unique_with_counts"
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    argType: DATA_TYPE
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    argType: OUTPUT_TENSOR
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  argDescriptor {
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    argIndex: 1
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  argDescriptor {
    name: "counts"
    argType: OUTPUT_TENSOR
    argIndex: 2
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  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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}
opList {
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  argDescriptor {
    name: "numSegments"
    argType: INT64
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "segmentedOutput"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
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  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
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  argDescriptor {
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    argType: INPUT_TENSOR
    argIndex: 2
  }
}
opList {
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    name: "numSegments"
    argType: INT64
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    name: "dtype"
    argType: DATA_TYPE
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  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
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}
opList {
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  argDescriptor {
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    argType: INT64
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  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  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
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}
opList {
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    argType: INT64
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  argDescriptor {
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    argType: DATA_TYPE
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  argDescriptor {
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    argType: OUTPUT_TENSOR
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  argDescriptor {
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    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
  }
  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
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}
opList {
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  argDescriptor {
    name: "numSegments"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "segmentedOutput"
    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
  }
}
opList {
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  argDescriptor {
    name: "numSegments"
    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
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    argType: INPUT_TENSOR
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  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
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}
opList {
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    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "segmentedOutput"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
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  argDescriptor {
    name: "numSegments"
    argType: INPUT_TENSOR
    argIndex: 2
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}
opList {
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    argType: INT64
  }
  argDescriptor {
    name: "dtype"
    argType: DATA_TYPE
  }
  argDescriptor {
    name: "outputs"
    argType: OUTPUT_TENSOR
  }
  argDescriptor {
    name: "input"
    argType: INPUT_TENSOR
  }
  argDescriptor {
    name: "idxSegments"
    argType: INPUT_TENSOR
    argIndex: 1
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