// Copyright (c) 2018 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/fluid/inference/anakin/convert/scale.h" #include #include namespace paddle { namespace inference { namespace anakin { template void ScaleOpConverter::operator()( const framework::proto::OpDesc &op, const framework::BlockDesc &block_desc, const framework::Scope &scope, bool test_mode) { framework::OpDesc op_desc(op, nullptr); PADDLE_ENFORCE_EQ(op_desc.Input("X").size(), 1); PADDLE_ENFORCE_EQ(op_desc.Output("Out").size(), 1); auto op_name = op_desc.Type() + ":" + op_desc.Output("Out").front(); auto input_name = op_desc.Input("X").front(); auto output_name = op_desc.Output("Out").front(); float scale = boost::get(op_desc.GetAttr("scale")); float bias = boost::get(op_desc.GetAttr("bias")); float bias_after_scale = boost::get(op_desc.GetAttr("bias_after_scale")); PADDLE_ENFORCE(bias_after_scale, "The anakin scale layer only support bias after scale now."); this->engine_->AddOp(op_name, "Power", {input_name}, {output_name}); this->engine_->AddOpAttr(op_name, "shift", bias); this->engine_->AddOpAttr(op_name, "scale", scale); this->engine_->AddOpAttr(op_name, "power", static_cast(1.0)); } } // namespace anakin } // namespace inference } // namespace paddle REGISTER_ANAKIN_OP_CONVERTER(scale, ScaleOpConverter);