// Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #pragma once #include "paddle/fluid/framework/operator.h" #include "paddle/fluid/framework/tensor.h" namespace paddle { namespace framework { class ExecutionContext; } // namespace framework } // namespace paddle namespace paddle { namespace operators { namespace math { template class Sparse { public: explicit Sparse(const DeviceContext& context) : context_(context) {} template void nnz(const int M, const int N, const T* dense, int* nnz, int* nnzPerRowColumn) const; template void DenseToSparseCoo(const int M, const int N, const T* dense, int64_t* rows, int64_t* cols, T* values) const; template void DenseToSparseCsr(const int M, const int N, const T* dense, int64_t* crows, int64_t* cols, T* values) const; template void SparseCooToDense(const int64_t M, const int64_t N, const int64_t nnz, const int64_t* rows, const int64_t* cols, const T* values, T* dense) const; template void SparseCsrToDense(const int64_t M, const int64_t N, const int64_t nnz, const int64_t* crows, const int64_t* cols, const T* values, T* dense) const; private: const DeviceContext& context_; }; template class SparseT : private Sparse { public: using Sparse::Sparse; template void nnz(ARGS... args) const { Base()->template nnz(args...); } template void DenseToSparseCoo(ARGS... args) const { Base()->template DenseToSparseCoo(args...); } template void DenseToSparseCsr(ARGS... args) const { Base()->template DenseToSparseCsr(args...); } template void SparseCooToDense(ARGS... args) const { Base()->template SparseCooToDense(args...); } template void SparseCsrToDense(ARGS... args) const { Base()->template SparseCsrToDense(args...); } private: const Sparse* Base() const { return static_cast*>(this); } }; template inline SparseT GetSparse( const framework::ExecutionContext& exe_ctx) { return SparseT( exe_ctx.template device_context()); } template inline SparseT GetSparse(const DeviceContext& dev_ctx) { return SparseT(dev_ctx); } } // namespace math } // namespace operators } // namespace paddle #if defined(PADDLE_WITH_CUDA) #if CUDA_VERSION >= 11020 #include "paddle/fluid/operators/math/sparse_impl.cu.h" #endif #endif