Skip to content
Draft
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
55 changes: 55 additions & 0 deletions src/base/upsample_linear1d_backward.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,55 @@
#ifndef INFINI_OPS_BASE_UPSAMPLE_LINEAR1D_BACKWARD_H_
#define INFINI_OPS_BASE_UPSAMPLE_LINEAR1D_BACKWARD_H_

#include "operator.h"

namespace infini::ops {

class UpsampleLinear1dBackward : public Operator<UpsampleLinear1dBackward> {
public:
UpsampleLinear1dBackward(const Tensor grad_output,
const std::vector<int64_t> output_size,
const std::vector<int64_t> 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<int64_t> output_size,
const std::vector<int64_t> 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<int64_t> output_size_{};

std::vector<int64_t> input_size_{};

bool align_corners_{};

int device_index_{0};
};

} // namespace infini::ops

#endif
Loading