// 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 #include #include #include "lite/core/subgraph_bridge_registry.h" #include "lite/kernels/bm/bridges/graph.h" namespace paddle { namespace lite { namespace subgraph { namespace bm { int ActConverter(void* ctx, OpLite* op, KernelBase* kernel) { CHECK(ctx != nullptr); CHECK(op != nullptr); auto graph = static_cast(ctx); auto scope = op->scope(); auto op_info = op->op_info(); auto op_type = op_info->Type(); auto x_var_name = op_info->Input("X").front(); auto x = scope->FindVar(x_var_name)->GetMutable(); auto x_dims = x->dims(); auto output_var_name = op_info->Output("Out").front(); auto output = scope->FindVar(output_var_name)->GetMutable(); auto output_dims = output->dims(); bool x_is_const = !graph->HasNode(x_var_name); std::vector i_x_shape_data(x_dims.size()); std::vector i_output_shape_data(output_dims.size()); for (size_t i = 0; i < x_dims.size(); i++) { i_x_shape_data[i] = x_dims[i]; } for (size_t i = 0; i < output_dims.size(); i++) { i_output_shape_data[i] = output_dims[i]; } float alpha = 0.f; int active_type_id = 0; if (op_type == "relu") { } else if (op_type == "leaky_relu") { alpha = op_info->GetAttr("alpha"); } else if (op_type == "sqrt") { active_type_id = ACTIVE_SQRT; } else if (op_type == "square") { active_type_id = ACTIVE_SQUARE; } else if (op_type == "sigmoid") { active_type_id = ACTIVE_SIGMOID; } else { LOG(FATAL) << "[BM] unsupport act type"; return FAILED; } const float* x_data = const_cast(x->mutable_data()); if (x_is_const) { bm_add_const_tensor(graph->GetCompilerHandle(), static_cast(x_var_name.c_str()), const_cast(&i_x_shape_data[0]), x_dims.size(), static_cast(DTYPE_FP32), static_cast(x_data)); } if (op_type == "relu" || op_type == "leaky_relu") { add_relu_layer(graph->GetCompilerHandle(), const_cast(&i_x_shape_data[0]), x_dims.size(), static_cast(x_var_name.c_str()), const_cast(&i_output_shape_data[0]), output_dims.size(), static_cast(output_var_name.c_str()), alpha, -1.f); } else { add_active_layer(graph->GetCompilerHandle(), const_cast(&i_x_shape_data[0]), x_dims.size(), static_cast(x_var_name.c_str()), const_cast(&i_output_shape_data[0]), output_dims.size(), static_cast(output_var_name.c_str()), active_type_id); } graph->AddNode(output_var_name); return SUCCESS; } } // namespace bm } // namespace subgraph } // namespace lite } // namespace paddle REGISTER_SUBGRAPH_BRIDGE(relu, kBM, paddle::lite::subgraph::bm::ActConverter); REGISTER_SUBGRAPH_BRIDGE(leaky_relu, kBM, paddle::lite::subgraph::bm::ActConverter); REGISTER_SUBGRAPH_BRIDGE(sqrt, kBM, paddle::lite::subgraph::bm::ActConverter); REGISTER_SUBGRAPH_BRIDGE(square, kBM, paddle::lite::subgraph::bm::ActConverter); REGISTER_SUBGRAPH_BRIDGE(sigmoid, kBM, paddle::lite::subgraph::bm::ActConverter);