InfiniOps
Operator Library for Accelerators
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mkldnn_adaptive_avg_pool2d.h
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1#ifndef INFINI_OPS_BASE_MKLDNN_ADAPTIVE_AVG_POOL2D_H_
2#define INFINI_OPS_BASE_MKLDNN_ADAPTIVE_AVG_POOL2D_H_
3
4#include <vector>
5
6#include "operator.h"
7
8namespace infini::ops {
9
10class MkldnnAdaptiveAvgPool2d : public Operator<MkldnnAdaptiveAvgPool2d> {
11 public:
13 const std::vector<int64_t> output_size, Tensor out)
14 : input_shape_{input.shape()},
15 input_strides_{input.strides()},
16 input_type_{input.dtype()},
17 out_shape_{out.shape()},
18 out_strides_{out.strides()},
19 out_type_{out.dtype()},
20 output_size_{output_size},
21 device_index_{out.device().index()} {}
22
23 virtual void operator()(const Tensor input,
24 const std::vector<int64_t> output_size,
25 Tensor out) const = 0;
26
27 protected:
28 Tensor::Shape input_shape_;
29
30 Tensor::Strides input_strides_;
31
32 DataType input_type_;
33
34 Tensor::Shape out_shape_;
35
36 Tensor::Strides out_strides_;
37
38 DataType out_type_;
39
40 std::vector<int64_t> output_size_{};
41
43};
44
45} // namespace infini::ops
46
47#endif
Definition mkldnn_adaptive_avg_pool2d.h:10
Tensor::Strides out_strides_
Definition mkldnn_adaptive_avg_pool2d.h:36
virtual void operator()(const Tensor input, const std::vector< int64_t > output_size, Tensor out) const =0
DataType input_type_
Definition mkldnn_adaptive_avg_pool2d.h:32
DataType out_type_
Definition mkldnn_adaptive_avg_pool2d.h:38
int device_index_
Definition mkldnn_adaptive_avg_pool2d.h:42
Tensor::Shape out_shape_
Definition mkldnn_adaptive_avg_pool2d.h:34
std::vector< int64_t > output_size_
Definition mkldnn_adaptive_avg_pool2d.h:40
MkldnnAdaptiveAvgPool2d(const Tensor input, const std::vector< int64_t > output_size, Tensor out)
Definition mkldnn_adaptive_avg_pool2d.h:12
Tensor::Shape input_shape_
Definition mkldnn_adaptive_avg_pool2d.h:28
Tensor::Strides input_strides_
Definition mkldnn_adaptive_avg_pool2d.h:30
Definition generated/include/operator.h:282
Definition generated/include/operator.h:28
infini::rt::TensorView Tensor
Definition tensor.h:8