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| 1 | +#ifndef INFINI_OPS_BASE_ELU_BACKWARD_H_ |
| 2 | +#define INFINI_OPS_BASE_ELU_BACKWARD_H_ |
| 3 | + |
| 4 | +#include "operator.h" |
| 5 | + |
| 6 | +namespace infini::ops { |
| 7 | + |
| 8 | +class EluBackward : public Operator<EluBackward> { |
| 9 | + public: |
| 10 | + EluBackward(const Tensor grad_output, const double alpha, const double scale, |
| 11 | + const double input_scale, const bool is_result, |
| 12 | + const Tensor self_or_result, Tensor grad_input) |
| 13 | + : grad_output_shape_{grad_output.shape()}, |
| 14 | + grad_output_strides_{grad_output.strides()}, |
| 15 | + grad_output_type_{grad_output.dtype()}, |
| 16 | + self_or_result_shape_{self_or_result.shape()}, |
| 17 | + self_or_result_strides_{self_or_result.strides()}, |
| 18 | + self_or_result_type_{self_or_result.dtype()}, |
| 19 | + grad_input_shape_{grad_input.shape()}, |
| 20 | + grad_input_strides_{grad_input.strides()}, |
| 21 | + grad_input_type_{grad_input.dtype()}, |
| 22 | + alpha_{alpha}, |
| 23 | + scale_{scale}, |
| 24 | + input_scale_{input_scale}, |
| 25 | + is_result_{is_result}, |
| 26 | + device_index_{grad_input.device().index()} {} |
| 27 | + |
| 28 | + virtual void operator()(const Tensor grad_output, const double alpha, |
| 29 | + const double scale, const double input_scale, |
| 30 | + const bool is_result, const Tensor self_or_result, |
| 31 | + Tensor grad_input) const = 0; |
| 32 | + |
| 33 | + protected: |
| 34 | + Tensor::Shape grad_output_shape_; |
| 35 | + |
| 36 | + Tensor::Strides grad_output_strides_; |
| 37 | + |
| 38 | + DataType grad_output_type_; |
| 39 | + |
| 40 | + Tensor::Shape self_or_result_shape_; |
| 41 | + |
| 42 | + Tensor::Strides self_or_result_strides_; |
| 43 | + |
| 44 | + DataType self_or_result_type_; |
| 45 | + |
| 46 | + Tensor::Shape grad_input_shape_; |
| 47 | + |
| 48 | + Tensor::Strides grad_input_strides_; |
| 49 | + |
| 50 | + DataType grad_input_type_; |
| 51 | + |
| 52 | + double alpha_{}; |
| 53 | + |
| 54 | + double scale_{}; |
| 55 | + |
| 56 | + double input_scale_{}; |
| 57 | + |
| 58 | + bool is_result_{}; |
| 59 | + |
| 60 | + int device_index_{0}; |
| 61 | +}; |
| 62 | + |
| 63 | +} // namespace infini::ops |
| 64 | + |
| 65 | +#endif |
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