29 #include <torch/script.h>
33 template <
class TFeat,
class TOut,
class TIndex,
class TKernelIndex>
35 const torch::Tensor& out_importance,
36 const torch::Tensor& inp_features,
37 const torch::Tensor& inp_neighbors_importance_sum,
38 const torch::Tensor& inp_neighbors_row_splits,
39 const torch::Tensor& neighbors_index,
40 const torch::Tensor& neighbors_kernel_index,
41 const torch::Tensor& neighbors_importance,
42 const torch::Tensor& neighbors_row_splits,
44 const int64_t max_temp_mem_MB,
45 torch::Tensor& out_features);
47 #ifdef BUILD_CUDA_MODULE
48 template <
class TFeat,
class TOut,
class TIndex,
class TKernelIndex>
49 void SparseConvTransposeCUDA(
const torch::Tensor& filters,
50 const torch::Tensor& out_importance,
51 const torch::Tensor& inp_features,
52 const torch::Tensor& inp_neighbors_importance_sum,
53 const torch::Tensor& inp_neighbors_row_splits,
54 const torch::Tensor& neighbors_index,
55 const torch::Tensor& neighbors_kernel_index,
56 const torch::Tensor& neighbors_importance,
57 const torch::Tensor& neighbors_row_splits,
59 const int64_t max_temp_mem_MB,
60 torch::Tensor& out_features);
void SparseConvTransposeCPU(const torch::Tensor &filters, const torch::Tensor &out_importance, const torch::Tensor &inp_features, const torch::Tensor &inp_neighbors_importance_sum, const torch::Tensor &inp_neighbors_row_splits, const torch::Tensor &neighbors_index, const torch::Tensor &neighbors_kernel_index, const torch::Tensor &neighbors_importance, const torch::Tensor &neighbors_row_splits, const bool normalize, const int64_t max_temp_mem_MB, torch::Tensor &out_features)
Definition: SparseConvTransposeOpKernel.cpp:37