1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
|
#include "../deform_conv2d.h"
#include <ATen/autocast_mode.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
at::Tensor deform_conv2d_autocast(
const at::Tensor& input,
const at::Tensor& weight,
const at::Tensor& offset,
const at::Tensor& mask,
const at::Tensor& bias,
int64_t stride_h,
int64_t stride_w,
int64_t pad_h,
int64_t pad_w,
int64_t dilation_h,
int64_t dilation_w,
int64_t groups,
int64_t offset_groups,
bool use_mask) {
c10::impl::ExcludeDispatchKeyGuard no_autocast(c10::DispatchKey::Autocast);
return deform_conv2d(
at::autocast::cached_cast(at::kFloat, input),
at::autocast::cached_cast(at::kFloat, weight),
at::autocast::cached_cast(at::kFloat, offset),
at::autocast::cached_cast(at::kFloat, mask),
at::autocast::cached_cast(at::kFloat, bias),
stride_h,
stride_w,
pad_h,
pad_w,
dilation_h,
dilation_w,
groups,
offset_groups,
use_mask)
.to(input.scalar_type());
}
} // namespace
TORCH_LIBRARY_IMPL(torchvision, Autocast, m) {
m.impl(
TORCH_SELECTIVE_NAME("torchvision::deform_conv2d"),
TORCH_FN(deform_conv2d_autocast));
}
} // namespace ops
} // namespace vision
|
