InfiniOps
Operator Library for Accelerators
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internal_upsample_nearest_exact1d.h
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1#ifndef INFINI_OPS_BASE_INTERNAL_UPSAMPLE_NEAREST_EXACT1D_H_
2#define INFINI_OPS_BASE_INTERNAL_UPSAMPLE_NEAREST_EXACT1D_H_
3
4#include <optional>
5#include <vector>
6
7#include "operator.h"
8
9namespace infini::ops::internal {
10
11class UpsampleNearestExact1d : public Operator<UpsampleNearestExact1d> {
12 public:
14 const std::vector<int64_t> output_size,
15 const std::optional<double> scales, Tensor out)
16 : input_shape_{input.shape()},
17 input_strides_{input.strides()},
18 input_type_{input.dtype()},
19 out_shape_{out.shape()},
20 out_strides_{out.strides()},
21 out_type_{out.dtype()},
22 output_size_{output_size},
23 scales_{scales},
24 device_index_{out.device().index()} {}
25
26 virtual void operator()(const Tensor input,
27 const std::vector<int64_t> output_size,
28 const std::optional<double> scales,
29 Tensor out) const = 0;
30
31 protected:
32 Tensor::Shape input_shape_;
33
34 Tensor::Strides input_strides_;
35
36 DataType input_type_;
37
38 Tensor::Shape out_shape_;
39
40 Tensor::Strides out_strides_;
41
42 DataType out_type_;
43
44 std::vector<int64_t> output_size_{};
45
46 std::optional<double> scales_{};
47
49};
50
51} // namespace infini::ops::internal
52
53#endif
Definition generated/include/operator.h:282
Definition internal_upsample_nearest_exact1d.h:11
Tensor::Shape input_shape_
Definition internal_upsample_nearest_exact1d.h:32
UpsampleNearestExact1d(const Tensor input, const std::vector< int64_t > output_size, const std::optional< double > scales, Tensor out)
Definition internal_upsample_nearest_exact1d.h:13
std::optional< double > scales_
Definition internal_upsample_nearest_exact1d.h:46
DataType out_type_
Definition internal_upsample_nearest_exact1d.h:42
int device_index_
Definition internal_upsample_nearest_exact1d.h:48
DataType input_type_
Definition internal_upsample_nearest_exact1d.h:36
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 internal_upsample_nearest_exact1d.h:40
Tensor::Strides input_strides_
Definition internal_upsample_nearest_exact1d.h:34
Tensor::Shape out_shape_
Definition internal_upsample_nearest_exact1d.h:38
std::vector< int64_t > output_size_
Definition internal_upsample_nearest_exact1d.h:44
Definition internal_add_relu.h:6
infini::rt::TensorView Tensor
Definition tensor.h:8