#include "op_plugin/AclOpsInterface.h"
#include "op_plugin/utils/OpAdapter.h"
namespace acl_op {
using npu_preparation = at_npu::native::OpPreparation;
namespace {
at::Tensor& affine_grid_generator_npu_nocheck(
at::Tensor& result,
const at::Tensor& theta,
at::IntArrayRef size,
bool align_corners)
{
at_npu::native::OpCommand cmd;
cmd.Name("AffineGrid")
.Input(theta)
.Input(size, at::kInt)
.Output(result)
.Attr("align_corners", align_corners)
.Run();
return result;
}
}
at::Tensor affine_grid_generator(
const at::Tensor& theta,
at::IntArrayRef size,
bool align_corners)
{
TORCH_CHECK(size.size() == 4 || size.size() == 5,
"AffineGridGenerator needs 4d or 5d size(input)."
+ OPS_ERROR(ErrCode::PARAM));
auto output_size = op_infer::infersize_affine_grid_generator(size);
at::Tensor result = npu_preparation::apply_tensor(theta, output_size);
affine_grid_generator_npu_nocheck(
result,
theta,
size,
align_corners);
if (size.size() == 4) {
result = result.view({size[0], size[2], size[3], 2});
} else {
result = result.view({size[0], size[2], size[3], size[4], 3});
}
return result;
}
}