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65 changes: 65 additions & 0 deletions src/base/elu_backward.h
Original file line number Diff line number Diff line change
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#ifndef INFINI_OPS_BASE_ELU_BACKWARD_H_
#define INFINI_OPS_BASE_ELU_BACKWARD_H_

#include "operator.h"

namespace infini::ops {

class EluBackward : public Operator<EluBackward> {
public:
EluBackward(const Tensor grad_output, const double alpha, const double scale,
const double input_scale, const bool is_result,
const Tensor self_or_result, Tensor grad_input)
: grad_output_shape_{grad_output.shape()},
grad_output_strides_{grad_output.strides()},
grad_output_type_{grad_output.dtype()},
self_or_result_shape_{self_or_result.shape()},
self_or_result_strides_{self_or_result.strides()},
self_or_result_type_{self_or_result.dtype()},
grad_input_shape_{grad_input.shape()},
grad_input_strides_{grad_input.strides()},
grad_input_type_{grad_input.dtype()},
alpha_{alpha},
scale_{scale},
input_scale_{input_scale},
is_result_{is_result},
device_index_{grad_input.device().index()} {}

virtual void operator()(const Tensor grad_output, const double alpha,
const double scale, const double input_scale,
const bool is_result, const Tensor self_or_result,
Tensor grad_input) const = 0;

protected:
Tensor::Shape grad_output_shape_;

Tensor::Strides grad_output_strides_;

DataType grad_output_type_;

Tensor::Shape self_or_result_shape_;

Tensor::Strides self_or_result_strides_;

DataType self_or_result_type_;

Tensor::Shape grad_input_shape_;

Tensor::Strides grad_input_strides_;

DataType grad_input_type_;

double alpha_{};

double scale_{};

double input_scale_{};

bool is_result_{};

int device_index_{0};
};

} // namespace infini::ops

#endif
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