// 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/operators/slice_op.h" #include #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool SliceOp::CheckShape() const { CHECK_OR_FALSE(param_.X); CHECK_OR_FALSE(param_.Out); return true; } bool SliceOp::InferShape() const { CHECK_OR_FALSE(param_.Out); // TODO(Superjomn) Enable data sharing. auto in_dims = param_.X->dims(); auto out_dims = in_dims; CHECK_EQ(param_.starts.size(), param_.ends.size()) << "for slice op starts and ends must be equal"; int dim_value, start, end; auto axes = param_.axes; auto starts = param_.starts; auto ends = param_.ends; auto decrease_axis = param_.decrease_axis; for (size_t i = 0; i < axes.size(); ++i) { dim_value = out_dims[axes[i]]; if (dim_value > 0) { start = starts[i] < 0 ? (starts[i] + dim_value) : starts[i]; end = ends[i] < 0 ? (ends[i] + dim_value) : ends[i]; start = std::max(start, 0); end = std::max(end, 0); end = std::min(end, dim_value); out_dims[axes[i]] = end - start; } } if (decrease_axis.size() > 0) { std::vector new_out_shape; for (size_t i = 0; i < decrease_axis.size(); ++i) { out_dims[decrease_axis[i]] = 0; } for (int i = 0; i < out_dims.size(); ++i) { if (out_dims[i] != 0) { new_out_shape.push_back(out_dims[i]); } } if (new_out_shape.size() == 0) { new_out_shape.push_back(1); } DDim new_dims; new_dims.ConstructFrom(new_out_shape); out_dims = new_dims; } param_.Out->Resize(out_dims); return true; } bool SliceOp::AttachImpl(const cpp::OpDesc &opdesc, lite::Scope *scope) { param_.X = scope->FindVar(opdesc.Input("Input").front())->GetMutable(); param_.Out = scope->FindVar(opdesc.Output("Out").front())->GetMutable(); CHECK(param_.X); CHECK(param_.Out); param_.axes = opdesc.GetAttr>("axes"); param_.starts = opdesc.GetAttr>("starts"); param_.ends = opdesc.GetAttr>("ends"); if (opdesc.HasAttr("decrease_axis")) { param_.decrease_axis = opdesc.GetAttr>("decrease_axis"); } return true; } } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(slice, paddle::lite::operators::SliceOp);