1 /** 2 * Copyright 2020 Huawei Technologies Co., Ltd 3 * 4 * Licensed under the Apache License, Version 2.0 (the "License"); 5 * you may not use this file except in compliance with the License. 6 * You may obtain a copy of the License at 7 * 8 * http://www.apache.org/licenses/LICENSE-2.0 9 * 10 * Unless required by applicable law or agreed to in writing, software 11 * distributed under the License is distributed on an "AS IS" BASIS, 12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 * See the License for the specific language governing permissions and 14 * limitations under the License. 15 */ 16 17 #ifndef MINDSPORE_CCSRC_BACKEND_KERNEL_COMPILER_GPU_CUDA_IMP_SPARSE_APPLY_PROXIMAL_ADAGRAD_IMPL_CUH_ 18 #define MINDSPORE_CCSRC_BACKEND_KERNEL_COMPILER_GPU_CUDA_IMP_SPARSE_APPLY_PROXIMAL_ADAGRAD_IMPL_CUH_ 19 20 #include "runtime/device/gpu/cuda_common.h" 21 template <typename T> 22 void CalSparseApplyProximalAdagrad(const size_t size, const size_t indices_size, const T *learning_rate, 23 const T *l1_regularization, const T *l2_regularization, const T *gradient, 24 const int *indices, T *variable, T *accumulation, T *variable_out, 25 T *accumulation_out, cudaStream_t cuda_stream); 26 27 #endif // MINDSPORE_CCSRC_BACKEND_KERNEL_COMPILER_GPU_CUDA_IMP_SPARSE_APPLY_PROXIMAL_ADAGRAD_IMPL_CUH_ 28