// 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/core/subgraph_bridge_registry.h" #include "lite/kernels/xpu/bridges/graph.h" #include "lite/kernels/xpu/bridges/utility.h" namespace paddle { namespace lite { namespace subgraph { namespace xpu { int SliceConverter(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) << "[XPU] Converting " + op_type + "..."; // Get input, output and op attributes auto input_name = op_info->Input("Input").front(); auto input = scope->FindMutableTensor(input_name); auto input_dims = input->dims(); auto out_name = op_info->Output("Out").front(); auto axes = op_info->GetAttr>("axes"); auto starts = op_info->GetAttr>("starts"); auto ends = op_info->GetAttr>("ends"); // Input node std::shared_ptr input_node = nullptr; if (graph->Has(input_name)) { input_node = graph->Get(input_name); } else { input_node = graph->Add(input_name, *input); } // Calculate the begin and end of the slice in all of // dimensions and Create slice node as the output node xtcl::Array begin, end, strides; for (size_t i = 0; i < input_dims.size(); ++i) { auto it = std::find(axes.cbegin(), axes.cend(), i); if (it == axes.cend()) { // If not found, don't slice this axis int s = 0; int e = input_dims[i]; begin.push_back(s); end.push_back(e); strides.push_back(1); } else { int offset = it - axes.cbegin(); int s = starts[offset]; int e = ends[offset]; begin.push_back(s); end.push_back(e); strides.push_back(1); } } graph->Add(out_name, graph->builder_.CreateStridedSlice( *input_node->data(), begin, end, strides)); return REBUILD_WHEN_SHAPE_CHANGED; } } // namespace xpu } // namespace subgraph } // namespace lite } // namespace paddle REGISTER_SUBGRAPH_BRIDGE(slice, kXPU, paddle::lite::subgraph::xpu::SliceConverter);