// 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. #include "paddle/phi/core/compat/op_utils.h" namespace phi { KernelSignature RmspropOpArgumentMapping(const ArgumentMappingContext& ctx) { if (ctx.IsDenseTensorInput("Grad")) { return KernelSignature( "rmsprop", {"Param", "MeanSquare", "Grad", "Moment", "LearningRate", "MeanGrad"}, {"epsilon", "decay", "momentum", "centered"}, {"ParamOut", "MomentOut", "MeanSquareOut", "MeanGradOut"}); } else if (ctx.IsSelectedRowsInput("Grad")) { return KernelSignature( "rmsprop_dense_param_sparse_grad", {"Param", "MeanSquare", "Grad", "Moment", "LearningRate", "MeanGrad"}, {"epsilon", "decay", "momentum", "centered"}, {"ParamOut", "MomentOut", "MeanSquareOut", "MeanGradOut"}); } return KernelSignature("unregistered", {}, {}, {}); } } // namespace phi PD_REGISTER_ARG_MAPPING_FN(rmsprop, phi::RmspropOpArgumentMapping);