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#include "../roi_align.h"
#include <ATen/autocast_mode.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
at::Tensor roi_align_autocast(
const at::Tensor& input,
const at::Tensor& rois,
double spatial_scale,
int64_t pooled_height,
int64_t pooled_width,
int64_t sampling_ratio,
bool aligned) {
c10::impl::ExcludeDispatchKeyGuard no_autocast(c10::DispatchKey::Autocast);
return roi_align(
at::autocast::cached_cast(at::kFloat, input),
at::autocast::cached_cast(at::kFloat, rois),
spatial_scale,
pooled_height,
pooled_width,
sampling_ratio,
aligned)
.to(input.scalar_type());
}
} // namespace
TORCH_LIBRARY_IMPL(torchvision, Autocast, m) {
m.impl(
TORCH_SELECTIVE_NAME("torchvision::roi_align"),
TORCH_FN(roi_align_autocast));
}
} // namespace ops
} // namespace vision
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