// Copyright (c) 2020 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/core/subgraph_bridge_registry.h" #include "lite/kernels/npu/bridges/graph.h" #include "lite/kernels/npu/bridges/utility.h" namespace paddle { namespace lite { namespace subgraph { namespace npu { int FillConstantConverter(void* ctx, OpLite* op, KernelBase* kernel) { 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 + "..."; // Get input, output and op attributes auto out_name = op_info->Output("Out").front(); auto out = scope->FindTensor(out_name); auto out_shape = out->dims().Vectorize(); auto value = op_info->GetAttr("value"); // dims & value node std::shared_ptr dims_node = nullptr; if (!op_info->Input("ShapeTensor").empty()) { auto dims_name = op_info->Input("ShapeTensor").front(); dims_node = graph->Get(dims_name); } else { std::vector target_shape{out_shape.begin(), out_shape.end()}; dims_node = graph->Add(out_name + "/dims", target_shape); } auto value_node = graph->Add(out_name + "/value", std::vector{value}); // Fill node auto fill_node = graph->Add(out_name); auto fill_op = fill_node->data(); fill_op->set_input_dims(*dims_node->data()); fill_op->set_input_value(*value_node->data()); return REBUILD_WHEN_SHAPE_CHANGED; } } // namespace npu } // namespace subgraph } // namespace lite } // namespace paddle REGISTER_SUBGRAPH_BRIDGE(fill_constant, kNPU, paddle::lite::subgraph::npu::FillConstantConverter);