// 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. #pragma once #include #include #include "lite/core/kernel.h" #include "lite/core/op_lite.h" #include "lite/core/scope.h" #include "lite/core/tensor.h" #include "lite/operators/op_params.h" #include "lite/utils/all.h" namespace paddle { namespace lite { namespace operators { class PoolOpLite : public OpLite { public: PoolOpLite() {} explicit PoolOpLite(const std::string &type) : OpLite(type) {} bool CheckShape() const override; bool InferShape() const override; // TODO(Superjomn) replace framework::OpDesc with a lite one. bool AttachImpl(const cpp::OpDesc &op_desc, lite::Scope *scope) override { auto x = op_desc.Input("X").front(); auto out = op_desc.Output("Out").front(); CHECK(scope->FindVar(x)); CHECK(scope->FindVar(out)); param_.x = scope->FindVar(x)->GetMutable(); param_.output = scope->FindVar(out)->GetMutable(); param_.pooling_type = op_desc.GetAttr("pooling_type"); param_.ksize = op_desc.GetAttr>("ksize"); param_.global_pooling = op_desc.GetAttr("global_pooling"); param_.strides = op_desc.GetAttr>("strides"); param_.paddings = op_desc.GetAttr>("paddings"); if (op_desc.HasAttr("exclusive")) { param_.exclusive = op_desc.GetAttr("exclusive"); } if (op_desc.HasAttr("adaptive")) { param_.adaptive = op_desc.GetAttr("adaptive"); } if (op_desc.HasAttr("ceil_mode")) { param_.ceil_mode = op_desc.GetAttr("ceil_mode"); } if (op_desc.HasAttr("use_quantizer")) { param_.use_quantizer = op_desc.GetAttr("use_quantizer"); } // param_.data_format = op_desc.GetAttr("data_format"); return true; } void AttachKernel(KernelBase *kernel) override { kernel->SetParam(param_); } std::string DebugString() const override { return "pool2d"; } private: mutable PoolParam param_; }; } // namespace operators } // namespace lite } // namespace paddle