InfiniOps
Operator Library for Accelerators
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internal_upsample_bicubic2d_aa.h
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1#ifndef INFINI_OPS_BASE_INTERNAL_UPSAMPLE_BICUBIC2D_AA_H_
2#define INFINI_OPS_BASE_INTERNAL_UPSAMPLE_BICUBIC2D_AA_H_
3
4#include <optional>
5#include <vector>
6
7#include "operator.h"
8
9namespace infini::ops::internal {
10
11class UpsampleBicubic2dAa : public Operator<UpsampleBicubic2dAa> {
12 public:
14 const std::vector<int64_t> output_size,
15 const bool align_corners,
16 const std::optional<double> scales_h,
17 const std::optional<double> scales_w, Tensor out)
18 : input_shape_{input.shape()},
19 input_strides_{input.strides()},
20 input_type_{input.dtype()},
21 out_shape_{out.shape()},
22 out_strides_{out.strides()},
23 out_type_{out.dtype()},
24 output_size_{output_size},
25 align_corners_{align_corners},
26 scales_h_{scales_h},
27 scales_w_{scales_w},
28 device_index_{out.device().index()} {}
29
30 virtual void operator()(const Tensor input,
31 const std::vector<int64_t> output_size,
32 const bool align_corners,
33 const std::optional<double> scales_h,
34 const std::optional<double> scales_w,
35 Tensor out) const = 0;
36
37 protected:
38 Tensor::Shape input_shape_;
39
40 Tensor::Strides input_strides_;
41
42 DataType input_type_;
43
44 Tensor::Shape out_shape_;
45
46 Tensor::Strides out_strides_;
47
48 DataType out_type_;
49
50 std::vector<int64_t> output_size_{};
51
53
54 std::optional<double> scales_h_{};
55
56 std::optional<double> scales_w_{};
57
59};
60
61} // namespace infini::ops::internal
62
63#endif
Definition generated/include/operator.h:282
Definition internal_upsample_bicubic2d_aa.h:11
DataType input_type_
Definition internal_upsample_bicubic2d_aa.h:42
int device_index_
Definition internal_upsample_bicubic2d_aa.h:58
std::optional< double > scales_w_
Definition internal_upsample_bicubic2d_aa.h:56
DataType out_type_
Definition internal_upsample_bicubic2d_aa.h:48
virtual void operator()(const Tensor input, const std::vector< int64_t > output_size, const bool align_corners, const std::optional< double > scales_h, const std::optional< double > scales_w, Tensor out) const =0
Tensor::Shape out_shape_
Definition internal_upsample_bicubic2d_aa.h:44
Tensor::Strides out_strides_
Definition internal_upsample_bicubic2d_aa.h:46
Tensor::Shape input_shape_
Definition internal_upsample_bicubic2d_aa.h:38
std::vector< int64_t > output_size_
Definition internal_upsample_bicubic2d_aa.h:50
bool align_corners_
Definition internal_upsample_bicubic2d_aa.h:52
UpsampleBicubic2dAa(const Tensor input, const std::vector< int64_t > output_size, const bool align_corners, const std::optional< double > scales_h, const std::optional< double > scales_w, Tensor out)
Definition internal_upsample_bicubic2d_aa.h:13
Tensor::Strides input_strides_
Definition internal_upsample_bicubic2d_aa.h:40
std::optional< double > scales_h_
Definition internal_upsample_bicubic2d_aa.h:54
Definition internal_add_relu.h:6
infini::rt::TensorView Tensor
Definition tensor.h:8