// 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 "lite/kernels/bm/bridges/graph.h" #include "lite/kernels/bm/bridges/utility.h" #include "lite/kernels/npu/bridges/registry.h" namespace paddle { namespace lite { namespace subgraph { namespace bm { int SliceConverter(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(); // input auto input_var_name = op_info->Input("Input").front(); auto input = scope->FindVar(input_var_name)->GetMutable(); auto input_dims = input->dims(); const int64_t* input_shape_data = const_cast(&input_dims.data()[0]); std::vector i_input_shape_data(input_dims.size()); for (size_t i = 0; i < input_dims.size(); i++) { i_input_shape_data[i] = static_cast(input_shape_data[i]); } // output auto output_var_name = op_info->Output("Out").front(); auto axes = op_info->GetAttr>("axes"); auto starts = op_info->GetAttr>("starts"); auto ends = op_info->GetAttr>("ends"); std::vector begin_index(input_dims.size(), 0); std::vector end_index(input_dims.size(), -1); std::vector strides(input_dims.size(), 1); int32_t begin_mask = 0; int32_t end_mask = 0; for (size_t i = 0; i < input_dims.size(); i++) { begin_mask |= (1 << i); end_mask |= (1 << i); } for (size_t i = 0; i < axes.size(); i++) { begin_index[axes[i]] = starts[i]; end_index[axes[i]] = ends[i]; begin_mask &= ~(1 << axes[i]); end_mask &= ~(1 << axes[i]); } add_stride_slice_layer_v2(graph->GetCompilerHandle(), static_cast(input_var_name.c_str()), const_cast(&i_input_shape_data[0]), input_dims.size(), static_cast(output_var_name.c_str()), begin_index.data(), end_index.data(), strides.data(), input_dims.size(), begin_mask, end_mask, 0, 0, 0); graph->AddNode(output_var_name); return SUCCESS; } } // namespace bm } // namespace subgraph } // namespace lite } // namespace paddle REGISTER_SUBGRAPH_BRIDGE(slice, kBM, paddle::lite::subgraph::bm::SliceConverter);