#include "op_plugin/AclOpsInterface.h"
#include "op_plugin/utils/OpAdapter.h"
namespace acl_op {
using npu_preparation = at_npu::native::OpPreparation;
using npu_utils = at_npu::native::NpuUtils;
namespace {
at::SmallVector<int64_t, SIZE> upsample_trilinear3d_infer_size(const at::Tensor &input, at::IntArrayRef output_size,
c10::optional<double> scales_d,
c10::optional<double> scales_h,
c10::optional<double> scales_w)
{
TORCH_CHECK(input.dim() == 5, "The input should be 5D, but got ", input.dim(), "D" + OPS_ERROR(ErrCode::PARAM));
TORCH_CHECK(output_size.size() == 3, "The length of output_size should be equal to 3, but got ",
output_size.size(), OPS_ERROR(ErrCode::PARAM));
int64_t output_depth = output_size[0];
int64_t output_height = output_size[1];
int64_t output_width = output_size[2];
int64_t nbatch = input.size(0);
int64_t channels = input.size(1);
at::SmallVector<int64_t, SIZE> output_sizes = {nbatch, channels, output_depth, output_height, output_width};
return output_sizes;
}
at::Tensor &upsample_trilinear3d_out_nocheck(at::Tensor &result, const at::Tensor &input, at::IntArrayRef output_size,
bool align_corners, c10::optional<double> scales_d,
c10::optional<double> scales_h, c10::optional<double> scales_w)
{
at_npu::native::OpCommand cmd;
cmd.Name("UpsampleTrilinear3d")
.Input(input)
.Output(result)
.Attr("output_size", output_size)
.Attr("align_corners", align_corners)
.Run();
return result;
}
}
at::Tensor &upsample_trilinear3d_out(const at::Tensor &input, at::IntArrayRef output_size, bool align_corners,
c10::optional<double> scales_d, c10::optional<double> scales_h,
c10::optional<double> scales_w, at::Tensor &result)
{
auto op_infer_output_size = upsample_trilinear3d_infer_size(input, output_size, scales_d, scales_h, scales_w);
npu_preparation::CheckOut({input}, result, input, op_infer_output_size);
if (!npu_utils::check_match(&result)) {
auto contiguous_out = npu_utils::format_contiguous(result);
upsample_trilinear3d_out_nocheck(contiguous_out, input, output_size, align_corners, scales_d, scales_h,
scales_w);
npu_utils::format_fresh_view(result, contiguous_out);
} else {
upsample_trilinear3d_out_nocheck(result, input, output_size, align_corners, scales_d, scales_h, scales_w);
}
return result;
}
at::Tensor upsample_trilinear3d(const at::Tensor &input, at::IntArrayRef output_size, bool align_corners,
c10::optional<double> scales_d, c10::optional<double> scales_h,
c10::optional<double> scales_w)
{
auto op_infer_output_size = upsample_trilinear3d_infer_size(input, output_size, scales_d, scales_h, scales_w);
at::Tensor result = npu_preparation::apply_tensor(input, op_infer_output_size);
upsample_trilinear3d_out_nocheck(result, input, output_size, align_corners, scales_d, scales_h, scales_w);
return result;
}
}