Repository URL to install this package:
|
Version:
2.2.0 ▾
|
// Copyright (c) OpenMMLab. All rights reserved
#include <parrots/compute/aten.hpp>
#include <parrots/extension.hpp>
#include <parrots/foundation/ssattrs.hpp>
#include "gather_points_pytorch.h"
using namespace parrots;
#ifdef MMCV_WITH_CUDA
void gather_points_forward_cuda_parrots(CudaContext& ctx, const SSElement& attr,
const OperatorBase::in_list_t& ins,
OperatorBase::out_list_t& outs) {
int b, c, n, npoints;
SSAttrs(attr)
.get<int>("b", b)
.get<int>("c", c)
.get<int>("n", n)
.get<int>("npoints", npoints)
.done();
auto points_tensor = buildATensor(ctx, ins[0]);
auto idx_tensor = buildATensor(ctx, ins[1]);
auto out_tensor = buildATensor(ctx, outs[0]);
gather_points_forward(points_tensor, idx_tensor, out_tensor, b, c, n,
npoints);
}
void gather_points_backward_cuda_parrots(CudaContext& ctx,
const SSElement& attr,
const OperatorBase::in_list_t& ins,
OperatorBase::out_list_t& outs) {
int b, c, n, npoints;
SSAttrs(attr)
.get<int>("b", b)
.get<int>("c", c)
.get<int>("n", n)
.get<int>("npoints", npoints)
.done();
auto grad_out_tensor = buildATensor(ctx, ins[0]);
auto idx_tensor = buildATensor(ctx, ins[1]);
auto grad_points_tensor = buildATensor(ctx, outs[0]);
gather_points_backward(grad_out_tensor, idx_tensor, grad_points_tensor, b, c,
n, npoints);
}
PARROTS_EXTENSION_REGISTER(gather_points_forward)
.attr("b")
.attr("c")
.attr("n")
.attr("npoints")
.input(2)
.output(1)
.apply(gather_points_forward_cuda_parrots)
.done();
PARROTS_EXTENSION_REGISTER(gather_points_backward)
.attr("b")
.attr("c")
.attr("n")
.attr("npoints")
.input(2)
.output(1)
.apply(gather_points_backward_cuda_parrots)
.done();
#endif