// 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 InstanceNormOpArgumentMapping( const ArgumentMappingContext& ctx) { return KernelSignature("instance_norm", {"X", "Scale", "Bias"}, {"epsilon"}, {"Y", "SavedMean", "SavedVariance"}); } KernelSignature InstanceNormGradOpArgumentMapping( const ArgumentMappingContext& ctx) { return KernelSignature("instance_norm_grad", {"X", "Scale", "SavedMean", "SavedVariance", "Y@GRAD"}, {"epsilon"}, {"X@GRAD", "Scale@GRAD", "Bias@GRAD"}); } KernelSignature InstanceNormDoubleGradOpArgumentMapping( const ArgumentMappingContext& ctx) { return KernelSignature("instance_norm_double_grad", {"X", "Scale", "SavedMean", "SavedVariance", "DY", "DDX", "DDScale", "DDBias"}, {"epsilon"}, {"DX", "DScale", "DDY"}); } } // namespace phi PD_REGISTER_BASE_KERNEL_NAME(instance_norm_grad_grad, instance_norm_double_grad); PD_REGISTER_ARG_MAPPING_FN(instance_norm, phi::InstanceNormOpArgumentMapping); PD_REGISTER_ARG_MAPPING_FN(instance_norm_grad, phi::InstanceNormGradOpArgumentMapping); PD_REGISTER_ARG_MAPPING_FN(instance_norm_grad_grad, phi::InstanceNormDoubleGradOpArgumentMapping);