diff --git a/src/base/upsample_trilinear3d_backward.h b/src/base/upsample_trilinear3d_backward.h new file mode 100644 index 00000000..46d8a674 --- /dev/null +++ b/src/base/upsample_trilinear3d_backward.h @@ -0,0 +1,56 @@ +#ifndef INFINI_OPS_BASE_UPSAMPLE_TRILINEAR3D_BACKWARD_H_ +#define INFINI_OPS_BASE_UPSAMPLE_TRILINEAR3D_BACKWARD_H_ + +#include "operator.h" + +namespace infini::ops { + +class UpsampleTrilinear3dBackward + : public Operator { + public: + UpsampleTrilinear3dBackward(const Tensor grad_output, + const std::vector output_size, + const std::vector input_size, + const bool align_corners, Tensor grad_input) + : grad_output_shape_{grad_output.shape()}, + grad_output_strides_{grad_output.strides()}, + grad_output_type_{grad_output.dtype()}, + grad_input_shape_{grad_input.shape()}, + grad_input_strides_{grad_input.strides()}, + grad_input_type_{grad_input.dtype()}, + output_size_{output_size}, + input_size_{input_size}, + align_corners_{align_corners}, + device_index_{grad_input.device().index()} {} + + virtual void operator()(const Tensor grad_output, + const std::vector output_size, + const std::vector input_size, + const bool align_corners, + Tensor grad_input) const = 0; + + protected: + Tensor::Shape grad_output_shape_; + + Tensor::Strides grad_output_strides_; + + DataType grad_output_type_; + + Tensor::Shape grad_input_shape_; + + Tensor::Strides grad_input_strides_; + + DataType grad_input_type_; + + std::vector output_size_{}; + + std::vector input_size_{}; + + bool align_corners_{}; + + int device_index_{0}; +}; + +} // namespace infini::ops + +#endif