InfiniOps
Operator Library for Accelerators
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upsample_nearest1d.h
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1#ifndef INFINI_OPS_BASE_UPSAMPLE_NEAREST1D_H_
2#define INFINI_OPS_BASE_UPSAMPLE_NEAREST1D_H_
3
4#include <optional>
5#include <vector>
6
7#include "operator.h"
8
9namespace infini::ops {
10
11class UpsampleNearest1d : public Operator<UpsampleNearest1d> {
12 public:
13 UpsampleNearest1d(const Tensor input, const std::vector<int64_t> output_size,
14 const std::optional<double> scales, Tensor out)
15 : input_shape_{input.shape()},
16 input_strides_{input.strides()},
17 input_type_{input.dtype()},
18 out_shape_{out.shape()},
19 out_strides_{out.strides()},
20 out_type_{out.dtype()},
21 output_size_{output_size},
22 scales_{scales},
23 device_index_{out.device().index()} {}
24
25 virtual void operator()(const Tensor input,
26 const std::vector<int64_t> output_size,
27 const std::optional<double> scales,
28 Tensor out) const = 0;
29
30 protected:
31 Tensor::Shape input_shape_;
32
33 Tensor::Strides input_strides_;
34
35 DataType input_type_;
36
37 Tensor::Shape out_shape_;
38
39 Tensor::Strides out_strides_;
40
41 DataType out_type_;
42
43 std::vector<int64_t> output_size_{};
44
45 std::optional<double> scales_{};
46
48};
49
50} // namespace infini::ops
51
52#endif
Definition generated/include/operator.h:282
Definition upsample_nearest1d.h:11
int device_index_
Definition upsample_nearest1d.h:47
DataType input_type_
Definition upsample_nearest1d.h:35
Tensor::Strides input_strides_
Definition upsample_nearest1d.h:33
virtual void operator()(const Tensor input, const std::vector< int64_t > output_size, const std::optional< double > scales, Tensor out) const =0
Tensor::Strides out_strides_
Definition upsample_nearest1d.h:39
Tensor::Shape out_shape_
Definition upsample_nearest1d.h:37
std::vector< int64_t > output_size_
Definition upsample_nearest1d.h:43
DataType out_type_
Definition upsample_nearest1d.h:41
UpsampleNearest1d(const Tensor input, const std::vector< int64_t > output_size, const std::optional< double > scales, Tensor out)
Definition upsample_nearest1d.h:13
Tensor::Shape input_shape_
Definition upsample_nearest1d.h:31
std::optional< double > scales_
Definition upsample_nearest1d.h:45
Definition generated/include/operator.h:28
infini::rt::TensorView Tensor
Definition tensor.h:8