InfiniOps
Operator Library for Accelerators
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reflection_pad1d_backward.h
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1#ifndef INFINI_OPS_BASE_REFLECTION_PAD1D_BACKWARD_H_
2#define INFINI_OPS_BASE_REFLECTION_PAD1D_BACKWARD_H_
3
4#include <vector>
5
6#include "operator.h"
7
8namespace infini::ops {
9
10class ReflectionPad1dBackward : public Operator<ReflectionPad1dBackward> {
11 public:
12 ReflectionPad1dBackward(const Tensor grad_output, const Tensor input,
13 const std::vector<int64_t> padding, Tensor grad_input)
14 : grad_output_shape_{grad_output.shape()},
15 grad_output_strides_{grad_output.strides()},
16 grad_output_type_{grad_output.dtype()},
17 input_shape_{input.shape()},
18 input_strides_{input.strides()},
19 input_type_{input.dtype()},
20 grad_input_shape_{grad_input.shape()},
21 grad_input_strides_{grad_input.strides()},
22 grad_input_type_{grad_input.dtype()},
23 padding_{padding},
24 device_index_{grad_input.device().index()} {}
25
26 virtual void operator()(const Tensor grad_output, const Tensor input,
27 const std::vector<int64_t> padding,
28 Tensor grad_input) const = 0;
29
30 protected:
31 Tensor::Shape grad_output_shape_;
32
33 Tensor::Strides grad_output_strides_;
34
36
37 Tensor::Shape input_shape_;
38
39 Tensor::Strides input_strides_;
40
41 DataType input_type_;
42
43 Tensor::Shape grad_input_shape_;
44
45 Tensor::Strides grad_input_strides_;
46
48
49 std::vector<int64_t> padding_{};
50
52};
53
54} // namespace infini::ops
55
56#endif
Definition generated/include/operator.h:282
Definition reflection_pad1d_backward.h:10
Tensor::Strides grad_input_strides_
Definition reflection_pad1d_backward.h:45
ReflectionPad1dBackward(const Tensor grad_output, const Tensor input, const std::vector< int64_t > padding, Tensor grad_input)
Definition reflection_pad1d_backward.h:12
virtual void operator()(const Tensor grad_output, const Tensor input, const std::vector< int64_t > padding, Tensor grad_input) const =0
Tensor::Strides input_strides_
Definition reflection_pad1d_backward.h:39
int device_index_
Definition reflection_pad1d_backward.h:51
Tensor::Strides grad_output_strides_
Definition reflection_pad1d_backward.h:33
Tensor::Shape input_shape_
Definition reflection_pad1d_backward.h:37
DataType grad_output_type_
Definition reflection_pad1d_backward.h:35
Tensor::Shape grad_output_shape_
Definition reflection_pad1d_backward.h:31
DataType grad_input_type_
Definition reflection_pad1d_backward.h:47
std::vector< int64_t > padding_
Definition reflection_pad1d_backward.h:49
Tensor::Shape grad_input_shape_
Definition reflection_pad1d_backward.h:43
DataType input_type_
Definition reflection_pad1d_backward.h:41
Definition generated/include/operator.h:28
infini::rt::TensorView Tensor
Definition tensor.h:8