/* Copyright (c) 2016 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 "paddle/fluid/framework/data_type.h" #include "paddle/fluid/memory/memcpy.h" #include "paddle/fluid/platform/enforce.h" #include "paddle/fluid/platform/float16.h" namespace paddle { namespace framework { template inline const T* Tensor::data() const { check_memory_size(); bool valid = std::is_same::value || holder_->type() == std::type_index(typeid(T)); PADDLE_ENFORCE(valid, "Tensor holds the wrong type, it holds %s", this->holder_->type().name()); return reinterpret_cast( reinterpret_cast(holder_->ptr()) + offset_); } inline bool Tensor::IsInitialized() const { return holder_ != nullptr; } template inline T* Tensor::data() { check_memory_size(); bool valid = std::is_same::value || holder_->type() == std::type_index(typeid(T)); PADDLE_ENFORCE(valid, "Tensor holds the wrong type, it holds %s", this->holder_->type().name()); return reinterpret_cast(reinterpret_cast(holder_->ptr()) + offset_); } template inline T* Tensor::mutable_data(DDim dims, platform::Place place) { static_assert(std::is_pod::value, "T must be POD"); Resize(dims); return mutable_data(place); } template inline T* Tensor::mutable_data(platform::Place place) { static_assert(std::is_pod::value, "T must be POD"); return reinterpret_cast(mutable_data(place, typeid(T))); } inline Tensor ReshapeToMatrix(const Tensor& src, int num_col_dims) { int rank = src.dims().size(); PADDLE_ENFORCE_GE( rank, 2, "'ReshapeToMatrix()' is only used for flatten high rank " "tensors to matrixs. Can not be used in reshaping vectors."); if (rank == 2) { return src; } Tensor res; res.ShareDataWith(src); res.Resize(flatten_to_2d(src.dims(), num_col_dims)); return res; } } // namespace framework } // namespace paddle