InfiniOps
Operator Library for Accelerators
Loading...
Searching...
No Matches
cast.h
Go to the documentation of this file.
1#ifndef INFINI_OPS_BASE_CAST_H_
2#define INFINI_OPS_BASE_CAST_H_
3
4#include "operator.h"
5
6namespace infini::ops {
7
8class Cast : public Operator<Cast> {
9 public:
10 Cast(const Tensor input, Tensor out)
11 : ndim_{out.ndim()},
12 output_size_{out.numel()},
13 input_dtype_{input.dtype()},
14 out_dtype_{out.dtype()},
15 input_shape_{input.shape()},
16 out_shape_{out.shape()},
17 input_strides_{input.strides()},
18 out_strides_{out.strides()},
19 is_input_contiguous_{input.IsContiguous()},
20 is_out_contiguous_{out.IsContiguous()} {
21 assert(input.numel() == out.numel() &&
22 "the input and output of `Cast` must have the same number of "
23 "elements");
24 }
25
26 virtual void operator()(const Tensor input, Tensor out) const = 0;
27
28 protected:
29 Tensor::Size ndim_{0};
30
31 Tensor::Size output_size_{0};
32
33 const DataType input_dtype_;
34
35 const DataType out_dtype_;
36
37 Tensor::Shape input_shape_;
38
39 Tensor::Shape out_shape_;
40
41 Tensor::Strides input_strides_;
42
43 Tensor::Strides out_strides_;
44
46
47 bool is_out_contiguous_{false};
48};
49
50} // namespace infini::ops
51
52#endif
Definition cast.h:8
Tensor::Size ndim_
Definition cast.h:29
Tensor::Strides input_strides_
Definition cast.h:41
bool is_out_contiguous_
Definition cast.h:47
Tensor::Shape out_shape_
Definition cast.h:39
const DataType input_dtype_
Definition cast.h:33
Tensor::Shape input_shape_
Definition cast.h:37
Tensor::Size output_size_
Definition cast.h:31
const DataType out_dtype_
Definition cast.h:35
bool is_input_contiguous_
Definition cast.h:45
virtual void operator()(const Tensor input, Tensor out) const =0
Cast(const Tensor input, Tensor out)
Definition cast.h:10
Tensor::Strides out_strides_
Definition cast.h:43
Definition generated/include/operator.h:282
Definition generated/include/operator.h:28
infini::rt::TensorView Tensor
Definition tensor.h:8