/* 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. */ #include "Weight.h" #include "paddle/utils/Logging.h" namespace paddle { Weight::Weight(size_t height, size_t width, ParameterPtr param) { VectorPtr vPtr = param->getBuf(PARAMETER_VALUE); VectorPtr gPtr = param->getBuf(PARAMETER_GRADIENT); // create a new weight if (param->isSparse()) { CHECK_LE(param->getSize(), width * height); } else { CHECK_EQ(param->getSize(), width * height); } // weight_ weight_ = param->getMat(PARAMETER_VALUE); if (!weight_ && vPtr) { weight_ = Matrix::create(vPtr->getMemoryHandle(), height, width); } if (weight_) { CHECK_EQ(height, weight_->getHeight()); CHECK_EQ(width, weight_->getWidth()); } // weightGrad weightGrad_ = param->getMat(PARAMETER_GRADIENT); if (!weightGrad_ && gPtr) { weightGrad_ = Matrix::create(gPtr->getMemoryHandle(), height, width); } if (weightGrad_) { CHECK_EQ(height, weightGrad_->getHeight()); CHECK_EQ(width, weightGrad_->getWidth()); } parameter_ = param; } Weight::Weight(size_t height, size_t width, ParameterPtr param, size_t offset) { VectorPtr vPtr = param->getBuf(PARAMETER_VALUE); VectorPtr gPtr = param->getBuf(PARAMETER_GRADIENT); // create a new weight CHECK_LE(offset + width * height, param->getSize()); // weight_ if (vPtr) { weight_ = Matrix::create(vPtr->getData() + offset, height, width, /* trans */ false, param->useGpu()); } // weightGrad if (gPtr) { weightGrad_ = Matrix::create(gPtr->getData() + offset, height, width, /* trans */ false, param->useGpu()); } parameter_ = param; } const ParameterPtr& Weight::getParameterPtr() { return parameter_; } void Weight::setParameterPtr(ParameterPtr param) { parameter_ = param; } } // namespace paddle