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#pragma once
#include "caffe2/core/context.h"
#include "caffe2/core/logging.h"
#include "caffe2/core/operator.h"
namespace caffe2 {
template <typename T, class Context>
class LeakyReluOp : public Operator<Context> {
public:
template <class... Args>
explicit LeakyReluOp(Args&&... args)
: Operator<Context>(std::forward<Args>(args)...), alpha_(0.01) {
if (HasArgument("alpha")) {
alpha_ = static_cast<T>(
this->template GetSingleArgument<float>("alpha", 0.01));
}
}
USE_OPERATOR_CONTEXT_FUNCTIONS;
bool RunOnDevice() override;
protected:
T alpha_;
};
template <typename T, class Context>
class LeakyReluGradientOp final : public Operator<Context> {
public:
template <class... Args>
explicit LeakyReluGradientOp(Args&&... args)
: Operator<Context>(std::forward<Args>(args)...), alpha_(0.01) {
if (HasArgument("alpha")) {
alpha_ = static_cast<T>(
this->template GetSingleArgument<float>("alpha", 0.01));
}
}
USE_OPERATOR_CONTEXT_FUNCTIONS;
bool RunOnDevice() override;
protected:
T alpha_;
};
} // namespace caffe2
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