InfiniOps
Operator Library for Accelerators
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linalg_lu_solve.h
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1#ifndef INFINI_OPS_BASE_LINALG_LU_SOLVE_H_
2#define INFINI_OPS_BASE_LINALG_LU_SOLVE_H_
3
4#include "operator.h"
5
6namespace infini::ops::linalg {
7
8class LuSolve : public Operator<LuSolve> {
9 public:
10 LuSolve(const Tensor LU, const Tensor pivots, const Tensor B, const bool left,
11 const bool adjoint, Tensor out)
12 : LU_shape_{LU.shape()},
13 LU_strides_{LU.strides()},
14 LU_type_{LU.dtype()},
15 pivots_shape_{pivots.shape()},
16 pivots_strides_{pivots.strides()},
17 pivots_type_{pivots.dtype()},
18 B_shape_{B.shape()},
19 B_strides_{B.strides()},
20 B_type_{B.dtype()},
21 out_shape_{out.shape()},
22 out_strides_{out.strides()},
23 out_type_{out.dtype()},
24 left_{left},
25 adjoint_{adjoint},
26 device_index_{out.device().index()} {}
27
28 virtual void operator()(const Tensor LU, const Tensor pivots, const Tensor B,
29 const bool left, const bool adjoint,
30 Tensor out) const = 0;
31
32 protected:
33 Tensor::Shape LU_shape_;
34
35 Tensor::Strides LU_strides_;
36
37 DataType LU_type_;
38
39 Tensor::Shape pivots_shape_;
40
41 Tensor::Strides pivots_strides_;
42
43 DataType pivots_type_;
44
45 Tensor::Shape B_shape_;
46
47 Tensor::Strides B_strides_;
48
49 DataType B_type_;
50
51 Tensor::Shape out_shape_;
52
53 Tensor::Strides out_strides_;
54
55 DataType out_type_;
56
57 bool left_{};
58
59 bool adjoint_{};
60
62};
63
64} // namespace infini::ops::linalg
65
66#endif
Definition generated/include/operator.h:282
Definition linalg_lu_solve.h:8
DataType out_type_
Definition linalg_lu_solve.h:55
Tensor::Shape pivots_shape_
Definition linalg_lu_solve.h:39
int device_index_
Definition linalg_lu_solve.h:61
Tensor::Strides out_strides_
Definition linalg_lu_solve.h:53
virtual void operator()(const Tensor LU, const Tensor pivots, const Tensor B, const bool left, const bool adjoint, Tensor out) const =0
Tensor::Strides B_strides_
Definition linalg_lu_solve.h:47
DataType LU_type_
Definition linalg_lu_solve.h:37
Tensor::Strides pivots_strides_
Definition linalg_lu_solve.h:41
DataType B_type_
Definition linalg_lu_solve.h:49
bool adjoint_
Definition linalg_lu_solve.h:59
Tensor::Shape B_shape_
Definition linalg_lu_solve.h:45
Tensor::Shape LU_shape_
Definition linalg_lu_solve.h:33
Tensor::Strides LU_strides_
Definition linalg_lu_solve.h:35
LuSolve(const Tensor LU, const Tensor pivots, const Tensor B, const bool left, const bool adjoint, Tensor out)
Definition linalg_lu_solve.h:10
DataType pivots_type_
Definition linalg_lu_solve.h:43
Tensor::Shape out_shape_
Definition linalg_lu_solve.h:51
bool left_
Definition linalg_lu_solve.h:57
Definition linalg_cholesky.h:6
infini::rt::TensorView Tensor
Definition tensor.h:8