// Copyright (c) 2019 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 "lite/backends/npu/builder.h" #include "lite/kernels/npu/bridges/registry.h" namespace paddle { namespace lite { namespace kernels { namespace npu { namespace bridges { node_map_type ElementwiseConverter( const std::shared_ptr elementwise_op, const node_map_type& inputs_map) { auto scope = elementwise_op->scope(); auto op_info = elementwise_op->op_info(); auto op_type = op_info->Type(); auto unique_op_type = lite::npu::UniqueName(op_type); LOG(INFO) << "[NPU] Converting " + op_type + "..."; std::shared_ptr elementwise_node = std::make_shared(unique_op_type); auto x_var_name = op_info->Input("X").front(); auto y_var_name = op_info->Input("Y").front(); CHECK_EQ(op_info->GetAttr("axis"), -1) << "[NPU] elementwise only support inputs with same size"; CHECK(inputs_map.find(x_var_name) != inputs_map.end()); elementwise_node->set_input_x1(*inputs_map.at(x_var_name)); lite::npu::OpList::Global().add(inputs_map.at(x_var_name)); if (inputs_map.find(y_var_name) != inputs_map.end()) { elementwise_node->set_input_x2(*inputs_map.at(y_var_name)); lite::npu::OpList::Global().add(inputs_map.at(y_var_name)); } else { auto y_const_node = std::make_shared(y_var_name); auto* y = scope->FindVar(y_var_name)->GetMutable(); y_const_node->set_attr_value(lite::npu::CvtTensor(y)); elementwise_node->set_input_x2(*y_const_node); lite::npu::OpList::Global().add(y_const_node); } lite::npu::OpList::Global().add(elementwise_node); // paddlelite has sum only elementwise_node->set_attr_mode(1); node_map_type outputs_map; if (op_type == "fusion_elementwise_add_activation") { auto act_type = op_info->GetAttr("act_type"); auto act_node = std::make_shared(unique_op_type + "/act"); act_node->set_input_x(*elementwise_node); // TODO(hong19860320) set the coef value for act Ops, such as leaky_relu, // clipped_relu etc. act_node->set_attr_mode(lite::npu::CvtActMode(act_type)); lite::npu::OpList::Global().add(act_node); outputs_map[op_info->Output("Out").front()] = act_node; } else { outputs_map[op_info->Output("Out").front()] = elementwise_node; } return outputs_map; } } // namespace bridges } // namespace npu } // namespace kernels } // namespace lite } // namespace paddle REGISTER_NPU_BRIDGE(elementwise_add, paddle::lite::kernels::npu::bridges::ElementwiseConverter); REGISTER_NPU_BRIDGE(fusion_elementwise_add_activation, paddle::lite::kernels::npu::bridges::ElementwiseConverter);