/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve. 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 "paddle/fluid/framework/shape_inference.h" #include "grad_op_desc_maker.h" #include "paddle/fluid/framework/operator.h" namespace paddle { namespace framework { DDim InferShapeContext::GetInputDim(const std::string &name) const { const std::vector &arg_names = Inputs(name); PADDLE_ENFORCE_EQ(arg_names.size(), 1UL, "Input(%s) should hold one element, but now it holds %d", name, arg_names.size()); return this->GetDim(arg_names[0]); } std::vector InferShapeContext::GetInputsDim( const std::string &name) const { const std::vector &arg_names = Inputs(name); return GetDims(arg_names); } std::vector InferShapeContext::GetReaderDims( const std::string &name) const { const std::vector &arg_names = Inputs(name); PADDLE_ENFORCE_EQ( arg_names.size(), 1UL, "Reader input '%s' should hold one element, but now it holds %d", name, arg_names.size()); return this->GetRepeatedDims(arg_names[0]); } DDim InferShapeContext::GetInputsElementDim(const std::string &name, int idx) const { const std::vector &names = Inputs(name); return this->GetDim(names[idx]); } void InferShapeContext::SetOutputDim(const std::string &name, const DDim &dim) { auto &arg_names = Outputs(name); PADDLE_ENFORCE_EQ(arg_names.size(), 1UL, "Output(%s) should hold one element, but now it holds %d", name, arg_names.size()); SetDim(arg_names[0], dim); } void InferShapeContext::SetOutputsDim(const std::string &name, const std::vector &dims) { auto &names = Outputs(name); SetDims(names, dims); } void InferShapeContext::SetReaderDims(const std::string &name, const std::vector &dims) { const std::vector &arg_names = Outputs(name); PADDLE_ENFORCE_EQ( arg_names.size(), 1UL, "Reader output '%s' should hold one element, but now it holds %d", name, arg_names.size()); return this->SetRepeatedDims(arg_names[0], dims); } std::vector InferShapeContext::GetInputVarPtrs( const std::string &name) { const std::vector arg_names = Inputs(name); std::vector res; res.reserve(arg_names.size()); std::transform( arg_names.begin(), arg_names.end(), std::back_inserter(res), [this](const std::string &name) { return this->GetVarPtr(name); }); return res; } std::vector InferShapeContext::GetOutputVarPtrs( const std::string &name) { const std::vector arg_names = Outputs(name); std::vector res; res.reserve(arg_names.size()); std::transform( arg_names.begin(), arg_names.end(), std::back_inserter(res), [this](const std::string &name) { return this->GetVarPtr(name); }); return res; } std::vector InferShapeContext::GetDims( const std::vector &names) const { std::vector ret; ret.reserve(names.size()); std::transform( names.begin(), names.end(), std::back_inserter(ret), [this](const std::string &name) { return this->GetDim(name); }); return ret; } void InferShapeContext::SetDims(const std::vector &names, const std::vector &dims) { size_t length = names.size(); PADDLE_ENFORCE_EQ(length, dims.size()); for (size_t i = 0; i < length; ++i) { if (names[i] == framework::kEmptyVarName) { continue; } SetDim(names[i], dims[i]); } } std::vector InferShapeContext::GetInputsVarType( const std::string &name) const { return GetVarTypes(Inputs(name)); } std::vector InferShapeContext::GetOutputsVarType( const std::string &name) const { return GetVarTypes(Outputs(name)); } std::vector InferShapeContext::GetVarTypes( const std::vector &names) const { std::vector retv; retv.resize(names.size()); std::transform(names.begin(), names.end(), retv.begin(), std::bind(std::mem_fn(&InferShapeContext::GetVarType), this, std::placeholders::_1)); return retv; } } // namespace framework } // namespace paddle