/******************************************************************************* * Copyright (c) 2015-2018 Skymind, Inc. * * This program and the accompanying materials are made available under the * terms of the Apache License, Version 2.0 which is available at * https://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. * * SPDX-License-Identifier: Apache-2.0 ******************************************************************************/ // // CPU workspaces implementation // // @author raver119@gmail.com // #include #include #include #include #include "../Workspace.h" #include #include #include namespace nd4j { namespace memory { Workspace::Workspace(ExternalWorkspace *external) { if (external->sizeHost() > 0) { _ptrHost = (char *) external->pointerHost(); _ptrDevice = (char *) external->pointerDevice(); _initialSize = external->sizeHost(); _currentSize = external->sizeHost(); _offset = 0L; _offsetSecondary = 0L; this->_cycleAllocations = 0; this->_spillsSize = 0; _externalized = true; } }; Workspace::Workspace(Nd4jLong initialSize, Nd4jLong secondaryBytes) { if (initialSize > 0) { this->_ptrHost = (char *) malloc(initialSize); CHECK_ALLOC(this->_ptrHost, "Failed to allocate new workspace", initialSize); memset(this->_ptrHost, 0, initialSize); this->_allocatedHost = true; } else this->_allocatedHost = false; this->_initialSize = initialSize; this->_currentSize = initialSize; this->_currentSizeSecondary = 0; this->_spillsSizeSecondary = 0; this->_offset = 0; this->_offsetSecondary = 0; this->_cycleAllocations = 0; this->_spillsSize = 0; } void Workspace::init(Nd4jLong bytes, Nd4jLong secondaryBytes) { if (this->_currentSize < bytes) { if (this->_allocatedHost && !_externalized) free((void *)this->_ptrHost); this->_ptrHost =(char *) malloc(bytes); CHECK_ALLOC(this->_ptrHost, "Failed to allocate new workspace", bytes); memset(this->_ptrHost, 0, bytes); this->_currentSize = bytes; this->_allocatedHost = true; } } void Workspace::expandBy(Nd4jLong numBytes, Nd4jLong secondaryBytes) { this->init(_currentSize + numBytes, _currentSizeSecondary + secondaryBytes); } void Workspace::expandTo(Nd4jLong numBytes, Nd4jLong secondaryBytes) { this->init(numBytes, secondaryBytes); } void Workspace::freeSpills() { _spillsSize = 0; if (_spills.size() < 1) return; for (auto v:_spills) free(v); _spills.clear(); } Workspace::~Workspace() { if (this->_allocatedHost && !_externalized) free((void *)this->_ptrHost); freeSpills(); } Nd4jLong Workspace::getUsedSize() { return getCurrentOffset(); } Nd4jLong Workspace::getCurrentSize() { return _currentSize; } Nd4jLong Workspace::getCurrentOffset() { return _offset.load(); } void* Workspace::allocateBytes(Nd4jLong numBytes) { if (numBytes < 1) throw allocation_exception::build("Number of bytes for allocation should be positive", numBytes); //numBytes += 32; void* result = nullptr; this->_cycleAllocations += numBytes; this->_mutexAllocation.lock(); if (_offset.load() + numBytes > _currentSize) { nd4j_debug("Allocating %lld bytes in spills\n", numBytes); this->_mutexAllocation.unlock(); void *p = malloc(numBytes); CHECK_ALLOC(p, "Failed to allocate new workspace", numBytes); _mutexSpills.lock(); _spills.push_back(p); _mutexSpills.unlock(); _spillsSize += numBytes; return p; } result = (void *)(_ptrHost + _offset.load()); _offset += numBytes; //memset(result, 0, (int) numBytes); nd4j_debug("Allocating %lld bytes from workspace; Current PTR: %p; Current offset: %lld\n", numBytes, result, _offset.load()); this->_mutexAllocation.unlock(); return result; } Nd4jLong Workspace::getAllocatedSize() { return getCurrentSize() + getSpilledSize(); } void Workspace::scopeIn() { freeSpills(); init(_cycleAllocations.load()); _cycleAllocations = 0; } void Workspace::scopeOut() { _offset = 0; _offsetSecondary = 0; } Nd4jLong Workspace::getSpilledSize() { return _spillsSize.load(); } void* Workspace::allocateBytes(nd4j::memory::MemoryType type, Nd4jLong numBytes) { if (type == DEVICE) throw std::runtime_error("CPU backend doesn't have device memory"); return this->allocateBytes(numBytes); } Nd4jLong Workspace::getAllocatedSecondarySize() { return 0L; } Nd4jLong Workspace::getCurrentSecondarySize() { return 0L; } Nd4jLong Workspace::getCurrentSecondaryOffset() { return 0L; } Nd4jLong Workspace::getSpilledSecondarySize() { return 0L; } Nd4jLong Workspace::getUsedSecondarySize() { return 0L; } Workspace* Workspace::clone() { // for clone we take whatever is higher: current allocated size, or allocated size of current loop return new Workspace(nd4j::math::nd4j_max(this->getCurrentSize(), this->_cycleAllocations.load())); } } }