// 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 EmbeddingOpArgumentMapping(const ArgumentMappingContext& ctx) { if (ctx.IsDenseTensorInput("W")) { return KernelSignature("embedding", {"Ids", "W"}, {"padding_idx"}, {"Out"}); } else { return KernelSignature( "sparse_weight_embedding", {"Ids", "W"}, {"padding_idx"}, {"Out"}); } } KernelSignature EmbeddingGradOpArgumentMapping( const ArgumentMappingContext& ctx) { if (ctx.IsDenseTensorInput("W")) { if ((paddle::any_cast(ctx.Attr("is_sparse"))) == true) { return KernelSignature("embedding_sparse_grad", {"Ids", "W", GradVarName("Out")}, {"padding_idx"}, {GradVarName("W")}); } else { return KernelSignature("embedding_grad", {"Ids", "W", GradVarName("Out")}, {"padding_idx"}, {GradVarName("W")}); } } else { if ((paddle::any_cast(ctx.Attr("is_sparse"))) == true) { return KernelSignature("sparse_weight_embedding_sparse_grad", {"Ids", "W", GradVarName("Out")}, {"padding_idx"}, {GradVarName("W")}); } else { return KernelSignature("sparse_weight_embedding_grad", {"Ids", "W", GradVarName("Out")}, {"padding_idx"}, {GradVarName("W")}); } } } } // namespace phi PD_REGISTER_BASE_KERNEL_NAME(lookup_table_v2, embedding); PD_REGISTER_BASE_KERNEL_NAME(lookup_table_v2_grad, embedding_grad); PD_REGISTER_ARG_MAPPING_FN(lookup_table_v2, phi::EmbeddingOpArgumentMapping); PD_REGISTER_ARG_MAPPING_FN(lookup_table_v2_grad, phi::EmbeddingGradOpArgumentMapping);