// 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/kernels/npu/bridges/graph.h" #include "lite/kernels/npu/bridges/registry.h" #include "lite/kernels/npu/bridges/utility.h" namespace paddle { namespace lite { namespace subgraph { namespace npu { int SplitConverter(void* ctx, OpLite* op) { CHECK(ctx != nullptr); CHECK(op != nullptr); auto graph = static_cast(ctx); auto op_info = op->op_info(); auto op_type = op_info->Type(); auto scope = op->scope(); VLOG(3) << "[NPU] Converting " << op_type << " ... "; auto x_var_name = op_info->Input("X").front(); auto out_var_names = op_info->Output("Out"); auto axis = op_info->GetAttr("axis"); auto num = op_info->GetAttr("num"); auto sections = op_info->GetAttr>("sections"); int64_t sections_num = static_cast(sections.size()); auto split_node = graph->AddNode(op_type + "/" + x_var_name); split_node->set_input_x(*graph->GetNode(x_var_name)); split_node->set_attr_axis(static_cast(axis)); if (num > 0) { split_node->set_attr_output_num(static_cast(num)); } else { split_node->set_attr_output_num(sections_num); auto size_split = ge::AttrValue::LIST_INT(sections.begin(), sections.end()); split_node->set_attr_size_split(size_split); } split_node->create_dynamic_output_y(out_var_names.size()); int idx = 1; for (auto& out_var_name : out_var_names) { auto zero_const_node = graph->AddNode(out_var_name + "/zero" + std::to_string(idx), 0); auto add_node = graph->AddNode(out_var_name); add_node->set_input_x1(*split_node, "y" + std::to_string(idx)); add_node->set_input_x2(*zero_const_node); idx++; } return REBUILD_WHEN_SHAPE_CHANGED; } } // namespace npu } // namespace subgraph } // namespace lite } // namespace paddle REGISTER_SUBGRAPH_BRIDGE(NPU, split, paddle::lite::subgraph::npu::SplitConverter);