10 #include <torch/script.h>
14 template <
class TFeat,
class TOut,
class TIndex,
class TKernelIndex>
16 const torch::Tensor& inp_features,
17 const torch::Tensor& inp_importance,
18 const torch::Tensor& neighbors_index,
19 const torch::Tensor& neighbors_kernel_index,
20 const torch::Tensor& neighbors_importance,
21 const torch::Tensor& neighbors_row_splits,
22 const torch::Tensor& out_features_gradient,
24 const int64_t max_temp_mem_MB,
25 torch::Tensor& filter_backprop);
27 #ifdef BUILD_CUDA_MODULE
28 template <
class TFeat,
class TOut,
class TIndex,
class TKernelIndex>
29 void SparseConvBackpropFilterCUDA(
const torch::Tensor& filters,
30 const torch::Tensor& inp_features,
31 const torch::Tensor& inp_importance,
32 const torch::Tensor& neighbors_index,
33 const torch::Tensor& neighbors_kernel_index,
34 const torch::Tensor& neighbors_importance,
35 const torch::Tensor& neighbors_row_splits,
36 const torch::Tensor& out_features_gradient,
38 const int64_t max_temp_mem_MB,
39 torch::Tensor& filter_backprop);
void SparseConvBackpropFilterCPU(const torch::Tensor &filters, const torch::Tensor &inp_features, const torch::Tensor &inp_importance, const torch::Tensor &neighbors_index, const torch::Tensor &neighbors_kernel_index, const torch::Tensor &neighbors_importance, const torch::Tensor &neighbors_row_splits, const torch::Tensor &out_features_gradient, const bool normalize, const int64_t max_temp_mem_MB, torch::Tensor &filter_backprop)
Definition: SparseConvBackpropFilterOpKernel.cpp:18