Skip to content
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
74 changes: 31 additions & 43 deletions onnxruntime/core/providers/cpu/activation/activations.cc
Original file line number Diff line number Diff line change
Expand Up @@ -20,41 +20,44 @@ namespace onnxruntime {
return Status::OK(); \
}

#define REGISTER_UNARY_ELEMENTWISE_KERNEL_ALIAS(alias, x, sinceVersion) \
ONNX_CPU_OPERATOR_KERNEL( \
alias, sinceVersion, \
KernelDefBuilder().MayInplace(0, 0).TypeConstraint("T", DataTypeImpl::GetTensorType<float>()), x<float>);

#define REGISTER_UNARY_ELEMENTWISE_KERNEL(x, sinceVersion) REGISTER_UNARY_ELEMENTWISE_KERNEL_ALIAS(x, x, sinceVersion)

#define REGISTER_VERSIONED_UNARY_ELEMENTWISE_KERNEL_ALIAS(alias, x, sinceVersion, firstEnd, newVersion) \
ONNX_CPU_OPERATOR_VERSIONED_KERNEL( \
alias, sinceVersion, firstEnd, \
KernelDefBuilder().MayInplace(0, 0).TypeConstraint("T", DataTypeImpl::GetTensorType<float>()), x<float>); \
ONNX_CPU_OPERATOR_KERNEL( \
alias, newVersion, \
KernelDefBuilder().MayInplace(0, 0).TypeConstraint("T", DataTypeImpl::GetTensorType<float>()), x<float>);

#define REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL_ALIAS(alias, x, sinceVersion, firstEnd, newVersion, type) \
ONNX_CPU_OPERATOR_VERSIONED_TYPED_KERNEL( \
alias, sinceVersion, firstEnd, type, \
KernelDefBuilder().MayInplace(0, 0).TypeConstraint("T", DataTypeImpl::GetTensorType<type>()), x<type>); \
ONNX_CPU_OPERATOR_TYPED_KERNEL( \
alias, newVersion, type, \
KernelDefBuilder().MayInplace(0, 0).TypeConstraint("T", DataTypeImpl::GetTensorType<type>()), x<type>);
#define REGISTER_VERSIONED_UNARY_ELEMENTWISE_KERNEL(op, since_version, end_version) \
ONNX_CPU_OPERATOR_VERSIONED_KERNEL( \
op, since_version, end_version, \
KernelDefBuilder().MayInplace(0, 0).TypeConstraint("T", DataTypeImpl::GetTensorType<float>()), op<float>);

#define REGISTER_UNARY_ELEMENTWISE_KERNEL(op, since_version) \
ONNX_CPU_OPERATOR_KERNEL( \
op, since_version, \
KernelDefBuilder().MayInplace(0, 0).TypeConstraint("T", DataTypeImpl::GetTensorType<float>()), op<float>);

#define REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL(op, since_version, end_version, type) \
ONNX_CPU_OPERATOR_VERSIONED_TYPED_KERNEL( \
op, since_version, end_version, type, \
KernelDefBuilder().MayInplace(0, 0).TypeConstraint("T", DataTypeImpl::GetTensorType<type>()), op<type>);

#define REGISTER_UNARY_ELEMENTWISE_TYPED_KERNEL(op, since_version, type) \
ONNX_CPU_OPERATOR_TYPED_KERNEL( \
op, since_version, type, \
KernelDefBuilder().MayInplace(0, 0).TypeConstraint("T", DataTypeImpl::GetTensorType<type>()), op<type>);

REGISTER_UNARY_ELEMENTWISE_KERNEL(Elu, 6);
REGISTER_UNARY_ELEMENTWISE_KERNEL(HardSigmoid, 6);
REGISTER_UNARY_ELEMENTWISE_KERNEL(LeakyRelu, 6);
REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL_ALIAS(Relu, Relu, 6, 12, 13, float);
REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL_ALIAS(Relu, Relu, 6, 12, 13, double);
REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL(Relu, 6, 12, float);
REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL(Relu, 6, 12, double);
REGISTER_UNARY_ELEMENTWISE_TYPED_KERNEL(Relu, 13, float);
REGISTER_UNARY_ELEMENTWISE_TYPED_KERNEL(Relu, 13, double);
REGISTER_UNARY_ELEMENTWISE_KERNEL(Selu, 6);
REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL_ALIAS(Sigmoid, Sigmoid, 6, 12, 13, float);
REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL_ALIAS(Sigmoid, Sigmoid, 6, 12, 13, double);
REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL(Sigmoid, 6, 12, float);
REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL(Sigmoid, 6, 12, double);
REGISTER_UNARY_ELEMENTWISE_TYPED_KERNEL(Sigmoid, 13, float);
REGISTER_UNARY_ELEMENTWISE_TYPED_KERNEL(Sigmoid, 13, double);
REGISTER_UNARY_ELEMENTWISE_KERNEL(Softplus, 1);
REGISTER_UNARY_ELEMENTWISE_KERNEL(Softsign, 1);
REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL_ALIAS(Tanh, Tanh, 6, 12, 13, float);
REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL_ALIAS(Tanh, Tanh, 6, 12, 13, double);
REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL(Tanh, 6, 12, float);
REGISTER_VERSIONED_UNARY_ELEMENTWISE_TYPED_KERNEL(Tanh, 6, 12, double);
REGISTER_UNARY_ELEMENTWISE_TYPED_KERNEL(Tanh, 13, float);
REGISTER_UNARY_ELEMENTWISE_TYPED_KERNEL(Tanh, 13, double);
REGISTER_UNARY_ELEMENTWISE_KERNEL(ThresholdedRelu, 10);

namespace functors {
Expand Down Expand Up @@ -82,21 +85,6 @@ template Status ElementWiseRangedTransform<float>::Create(const std::string& typ
std::unique_ptr<ElementWiseRangedTransform<float>>& out);
} // namespace functors

#define REGISTER_UNARY_ELEMENTWISE_KERNEL_ALIAS(alias, x, sinceVersion) \
ONNX_CPU_OPERATOR_KERNEL( \
alias, sinceVersion, \
KernelDefBuilder().MayInplace(0, 0).TypeConstraint("T", DataTypeImpl::GetTensorType<float>()), x<float>);

#define REGISTER_UNARY_ELEMENTWISE_KERNEL(x, sinceVersion) REGISTER_UNARY_ELEMENTWISE_KERNEL_ALIAS(x, x, sinceVersion)

#define REGISTER_VERSIONED_UNARY_ELEMENTWISE_KERNEL_ALIAS(alias, x, sinceVersion, firstEnd, newVersion) \
ONNX_CPU_OPERATOR_VERSIONED_KERNEL( \
alias, sinceVersion, firstEnd, \
KernelDefBuilder().MayInplace(0, 0).TypeConstraint("T", DataTypeImpl::GetTensorType<float>()), x<float>); \
ONNX_CPU_OPERATOR_KERNEL( \
alias, newVersion, \
KernelDefBuilder().MayInplace(0, 0).TypeConstraint("T", DataTypeImpl::GetTensorType<float>()), x<float>);

namespace functors {
template <>
void Sigmoid<float>::operator()(std::ptrdiff_t first, std::ptrdiff_t last) const {
Expand Down