/* Copyright (c) 2022 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/phi/core/dense_tensor.h" #include "paddle/phi/core/sparse_coo_tensor.h" #include "paddle/phi/core/sparse_csr_tensor.h" namespace phi { namespace sparse { #define DEFINE_ELEMENTWISE_KERNEL_HEAD(name) \ DEFINE_ELEMENTWISE_KERNEL_HEAD_WITH_TYPE(name, Csr) \ \ DEFINE_ELEMENTWISE_KERNEL_HEAD_WITH_TYPE(name, Coo) #define DEFINE_ELEMENTWISE_KERNEL_FUNC(name) \ DEFINE_CSR_ELEMENTWISE_KERNEL_FUNC(name) \ \ DEFINE_COO_ELEMENTWISE_KERNEL_FUNC(name) #define DEFINE_ELEMENTWISE_KERNEL_HEAD_WITH_TYPE(name, type) \ template \ void ElementWise##name##type##Kernel(const Context& dev_ctx, \ const Sparse##type##Tensor& x, \ const Sparse##type##Tensor& y, \ Sparse##type##Tensor* out); #define DEFINE_CSR_ELEMENTWISE_KERNEL_FUNC(name) \ template \ SparseCsrTensor ElementWise##name##Csr(const Context& dev_ctx, \ const SparseCsrTensor& x, \ const SparseCsrTensor& y) { \ DenseTensor non_zero_crows; \ DenseTensor non_zero_cols; \ DenseTensor non_zero_elements; \ SparseCsrTensor out( \ non_zero_crows, non_zero_cols, non_zero_elements, x.dims()); \ ElementWise##name##CsrKernel(dev_ctx, x, y, &out); \ return out; \ } #define DEFINE_COO_ELEMENTWISE_KERNEL_FUNC(name) \ template \ SparseCooTensor ElementWise##name##Coo(const Context& dev_ctx, \ const SparseCooTensor& x, \ const SparseCooTensor& y) { \ DenseTensor non_zero_indices; \ DenseTensor non_zero_elements; \ SparseCooTensor out(non_zero_indices, non_zero_elements, x.dims()); \ ElementWise##name##CooKernel(dev_ctx, x, y, &out); \ return out; \ } DEFINE_ELEMENTWISE_KERNEL_HEAD(Add) DEFINE_ELEMENTWISE_KERNEL_HEAD(Subtract) DEFINE_ELEMENTWISE_KERNEL_HEAD(Multiply) DEFINE_ELEMENTWISE_KERNEL_HEAD(Divide) DEFINE_ELEMENTWISE_KERNEL_FUNC(Add) DEFINE_ELEMENTWISE_KERNEL_FUNC(Subtract) DEFINE_ELEMENTWISE_KERNEL_FUNC(Multiply) DEFINE_ELEMENTWISE_KERNEL_FUNC(Divide) } // namespace sparse } // namespace phi