InfiniOps
Operator Library for Accelerators
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diff.h
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1#ifndef INFINI_OPS_BASE_DIFF_H_
2#define INFINI_OPS_BASE_DIFF_H_
3
4#include <optional>
5
6#include "operator.h"
7
8namespace infini::ops {
9
10class Diff : public Operator<Diff> {
11 public:
12 Diff(const Tensor input, const std::optional<Tensor> prepend,
13 const std::optional<Tensor> append, const int64_t n, const int64_t dim,
14 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 has_prepend_{prepend.has_value()},
22 prepend_shape_{prepend ? Tensor::Shape{prepend->shape()}
23 : Tensor::Shape{}},
24 prepend_strides_{prepend ? Tensor::Strides{prepend->strides()}
25 : Tensor::Strides{}},
26 prepend_type_{prepend ? prepend->dtype() : DataType::kFloat32},
27 has_append_{append.has_value()},
28 append_shape_{append ? Tensor::Shape{append->shape()}
29 : Tensor::Shape{}},
30 append_strides_{append ? Tensor::Strides{append->strides()}
31 : Tensor::Strides{}},
32 append_type_{append ? append->dtype() : DataType::kFloat32},
33 n_{n},
34 dim_{dim},
35 device_index_{out.device().index()} {}
36
37 virtual void operator()(const Tensor input,
38 const std::optional<Tensor> prepend,
39 const std::optional<Tensor> append, const int64_t n,
40 const int64_t dim, Tensor out) const = 0;
41
42 protected:
43 Tensor::Shape input_shape_;
44
45 Tensor::Strides input_strides_;
46
47 DataType input_type_;
48
49 Tensor::Shape out_shape_;
50
51 Tensor::Strides out_strides_;
52
53 DataType out_type_;
54
55 bool has_prepend_{false};
56
57 Tensor::Shape prepend_shape_;
58
59 Tensor::Strides prepend_strides_;
60
61 DataType prepend_type_{DataType::kFloat32};
62
63 bool has_append_{false};
64
65 Tensor::Shape append_shape_;
66
67 Tensor::Strides append_strides_;
68
69 DataType append_type_{DataType::kFloat32};
70
71 int64_t n_{};
72
73 int64_t dim_{};
74
76};
77
78} // namespace infini::ops
79
80#endif
Definition diff.h:10
Diff(const Tensor input, const std::optional< Tensor > prepend, const std::optional< Tensor > append, const int64_t n, const int64_t dim, Tensor out)
Definition diff.h:12
int64_t dim_
Definition diff.h:73
Tensor::Strides out_strides_
Definition diff.h:51
Tensor::Shape input_shape_
Definition diff.h:43
Tensor::Shape out_shape_
Definition diff.h:49
Tensor::Strides input_strides_
Definition diff.h:45
Tensor::Shape append_shape_
Definition diff.h:65
int device_index_
Definition diff.h:75
bool has_append_
Definition diff.h:63
Tensor::Shape prepend_shape_
Definition diff.h:57
DataType input_type_
Definition diff.h:47
DataType append_type_
Definition diff.h:69
virtual void operator()(const Tensor input, const std::optional< Tensor > prepend, const std::optional< Tensor > append, const int64_t n, const int64_t dim, Tensor out) const =0
DataType prepend_type_
Definition diff.h:61
int64_t n_
Definition diff.h:71
DataType out_type_
Definition diff.h:53
bool has_prepend_
Definition diff.h:55
Tensor::Strides prepend_strides_
Definition diff.h:59
Tensor::Strides append_strides_
Definition diff.h:67
Definition generated/include/operator.h:282
Definition generated/include/operator.h:28
infini::rt::TensorView Tensor
Definition tensor.h:8