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oneDPL
oneDNN
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  - Common Definitions
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  - Operation Set
    - Abs
    - AbsBackward
    - Add
    - AvgPool
    - AvgPoolBackward
    - BatchNormForwardTraining
    - BatchNormInference
    - BatchNormTrainingBackward
    - BiasAdd
    - BiasAddBackward
    - Clamp
    - ClampBackward
    - Concat
    - ConvTranspose
    - ConvTransposeBackwardData
    - ConvTransposeBackwardWeights
    - Convolution
    - ConvolutionBackwardData
    - ConvolutionBackwardWeights
    - Dequantize
    - Divide
    - DynamicDequantize
    - DynamicQuantize
    - Elu
    - EluBackward
    - End
    - Exp
    - GELU
    - GELUBackward
    - HardSigmoid
    - HardSigmoidBackward
    - HardSwish
    - HardSwishBackward
    - Interpolate
    - InterpolateBackward
    - LayerNorm
    - LayerNormBackward
    - LeakyReLU
    - Log
    - LogSoftmax
    - LogSoftmaxBackward
    - MatMul
    - MaxPool
    - MaxPoolBackward
    - Maximum
    - Minimum
    - Mish
    - MishBackward
    - Multiply
    - Pow
    - PReLU
    - PReLUBackward
    - Quantize
    - ReLU
    - ReLUBackward
    - Reciprocal
    - ReduceL1
    - ReduceL2
    - ReduceMax
    - ReduceMean
    - ReduceMin
    - ReduceProd
    - ReduceSum
    - Reorder
    - Round
    - Select
    - Sigmoid
    - SigmoidBackward
    - SoftPlus
    - SoftPlusBackward
    - SoftMax
    - SoftMaxBackward
    - Sqrt
    - SqrtBackward
    - Square
    - SquaredDifference
    - StaticReshape
    - StaticTranspose
    - Subtract
    - Tanh
    - TanhBackward
    - TypeCast
    - Wildcard
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.rst

Operation Set

Operation Set#

oneDNN Graph defines an operation set. oneDNN Graph implementation may support a subset of the operation set.

Abs
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
AbsBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Add
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
AvgPool
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
AvgPoolBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
BatchNormForwardTraining
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
BatchNormInference
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
BatchNormTrainingBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
BiasAdd
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
BiasAddBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Clamp
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ClampBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Concat
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ConvTranspose
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ConvTransposeBackwardData
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ConvTransposeBackwardWeights
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Convolution
- Regular Convolution
- Convolution with Groups
- Convolution with Dilation
  - Operation Attributes
  - Execution Arguments
- Inputs
- Outputs
  - Supported Data Types
ConvolutionBackwardData
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ConvolutionBackwardWeights
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Dequantize
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Divide
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
DynamicDequantize
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
DynamicQuantize
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Elu
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
EluBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
End
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Exp
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
GELU
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
GELUBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
HardSigmoid
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
HardSigmoidBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
HardSwish
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
HardSwishBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Interpolate
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
InterpolateBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
LayerNorm
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
LayerNormBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
LeakyReLU
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Log
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
LogSoftmax
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
LogSoftmaxBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
MatMul
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
MaxPool
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
MaxPoolBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Maximum
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Minimum
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Mish
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
MishBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Multiply
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Pow
- Inputs
- Outputs
  - Supported Data Types
PReLU
- Operation Attributes
  - Broadcasting Rules
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
PReLUBackward
- Operation Attributes
  - Broadcasting Rules
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Quantize
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ReLU
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ReLUBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Reciprocal
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ReduceL1
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ReduceL2
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ReduceMax
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ReduceMean
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ReduceMin
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ReduceProd
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
ReduceSum
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Reorder
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Round
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Select
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Sigmoid
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
SigmoidBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
SoftPlus
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
SoftPlusBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
SoftMax
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
SoftMaxBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Sqrt
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
SqrtBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Square
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
SquaredDifference
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
StaticReshape
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
StaticTranspose
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Subtract
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Tanh
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
TanhBackward
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
TypeCast
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types
Wildcard
- Operation Attributes
- Execution Arguments
  - Inputs
  - Outputs
- Supported Data Types

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