InfiniOps
Operator Library for Accelerators
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linalg_tensorsolve.h
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1#ifndef INFINI_OPS_BASE_LINALG_TENSORSOLVE_H_
2#define INFINI_OPS_BASE_LINALG_TENSORSOLVE_H_
3
4#include <optional>
5#include <vector>
6
7#include "operator.h"
8
9namespace infini::ops::linalg {
10
11class Tensorsolve : public Operator<Tensorsolve> {
12 public:
13 Tensorsolve(const Tensor input, const Tensor other,
14 const std::optional<std::vector<int64_t>> dims, Tensor out)
15 : input_shape_{input.shape()},
16 input_strides_{input.strides()},
17 input_type_{input.dtype()},
18 other_shape_{other.shape()},
19 other_strides_{other.strides()},
20 other_type_{other.dtype()},
21 out_shape_{out.shape()},
22 out_strides_{out.strides()},
23 out_type_{out.dtype()},
24 dims_{dims},
25 device_index_{out.device().index()} {}
26
27 virtual void operator()(const Tensor input, const Tensor other,
28 const std::optional<std::vector<int64_t>> dims,
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 other_shape_;
39
40 Tensor::Strides other_strides_;
41
42 DataType other_type_;
43
44 Tensor::Shape out_shape_;
45
46 Tensor::Strides out_strides_;
47
48 DataType out_type_;
49
50 std::optional<std::vector<int64_t>> dims_{};
51
53};
54
55} // namespace infini::ops::linalg
56
57#endif
Definition generated/include/operator.h:282
Definition linalg_tensorsolve.h:11
int device_index_
Definition linalg_tensorsolve.h:52
std::optional< std::vector< int64_t > > dims_
Definition linalg_tensorsolve.h:50
virtual void operator()(const Tensor input, const Tensor other, const std::optional< std::vector< int64_t > > dims, Tensor out) const =0
DataType out_type_
Definition linalg_tensorsolve.h:48
DataType input_type_
Definition linalg_tensorsolve.h:36
Tensor::Strides out_strides_
Definition linalg_tensorsolve.h:46
Tensor::Shape out_shape_
Definition linalg_tensorsolve.h:44
Tensor::Shape input_shape_
Definition linalg_tensorsolve.h:32
Tensor::Strides other_strides_
Definition linalg_tensorsolve.h:40
Tensor::Shape other_shape_
Definition linalg_tensorsolve.h:38
Tensor::Strides input_strides_
Definition linalg_tensorsolve.h:34
Tensorsolve(const Tensor input, const Tensor other, const std::optional< std::vector< int64_t > > dims, Tensor out)
Definition linalg_tensorsolve.h:13
DataType other_type_
Definition linalg_tensorsolve.h:42
Definition linalg_cholesky.h:6
infini::rt::TensorView Tensor
Definition tensor.h:8