339 lines
11 KiB
C++
339 lines
11 KiB
C++
/*******************************************************************************
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* Copyright (c) 2015-2018 Skymind, Inc.
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*
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* This program and the accompanying materials are made available under the
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* terms of the Apache License, Version 2.0 which is available at
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* https://www.apache.org/licenses/LICENSE-2.0.
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations
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* under the License.
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*
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* SPDX-License-Identifier: Apache-2.0
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******************************************************************************/
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//
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// @author raver119@gmail.com
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// @author Yurii Shyrma (iuriish@yahoo.com)
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//
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#include <array/DataBuffer.h>
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#include <helpers/logger.h>
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#include <array/DataTypeUtils.h>
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#include <execution/AffinityManager.h>
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#include <memory/MemoryCounter.h>
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#include <exceptions/allocation_exception.h>
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namespace sd {
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///// IMLEMENTATION OF COMMON METHODS /////
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////////////////////////////////////////////////////////////////////////
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// default constructor
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DataBuffer::DataBuffer() {
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_primaryBuffer = nullptr;
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_specialBuffer = nullptr;
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_lenInBytes = 0;
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_dataType = INT8;
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_workspace = nullptr;
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_isOwnerPrimary = false;
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_isOwnerSpecial = false;
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_deviceId = sd::AffinityManager::currentDeviceId();
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setCountersToZero();
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}
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////////////////////////////////////////////////////////////////////////
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// copy constructor
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DataBuffer::DataBuffer(const DataBuffer &other) {
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throw std::runtime_error("DataBuffer copy constructor: we don't expect using of this constructor!");
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_lenInBytes = other._lenInBytes;
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_dataType = other._dataType;
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_workspace = other._workspace;
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_primaryBuffer = nullptr;
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_specialBuffer = nullptr;
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_deviceId.store(other._deviceId.load());
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setCountersToZero();
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allocateBuffers();
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copyBufferFrom(other);
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}
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////////////////////////////////////////////////////////////////////////
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DataBuffer::DataBuffer(void* primary, void* special,
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const size_t lenInBytes, const DataType dataType,
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const bool isOwnerPrimary, const bool isOwnerSpecial,
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memory::Workspace* workspace) {
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if (primary == nullptr && special == nullptr)
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throw std::runtime_error("DataBuffer constructor: can't be initialized with both nullptr buffers !");
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_primaryBuffer = primary;
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_specialBuffer = special;
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_lenInBytes = lenInBytes;
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_dataType = dataType;
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_workspace = workspace;
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_isOwnerPrimary = isOwnerPrimary;
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_isOwnerSpecial = isOwnerSpecial;
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_deviceId = sd::AffinityManager::currentDeviceId();
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setCountersToZero();
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if(primary != nullptr)
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readPrimary();
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if(special != nullptr)
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readSpecial();
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}
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////////////////////////////////////////////////////////////////////////
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DataBuffer::DataBuffer(void* primary, const size_t lenInBytes, const DataType dataType, const bool isOwnerPrimary, memory::Workspace* workspace):
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DataBuffer(primary, nullptr, lenInBytes, dataType, isOwnerPrimary, false, workspace) {
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syncToSpecial(true);
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}
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////////////////////////////////////////////////////////////////////////
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// copies data from hostBuffer to own memory buffer
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DataBuffer::DataBuffer(const void* hostBuffer, const DataType dataType, const size_t lenInBytes, memory::Workspace* workspace) {
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if (hostBuffer == nullptr)
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throw std::runtime_error("DataBuffer constructor: can't be initialized with nullptr host buffer !");
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if (lenInBytes == 0)
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throw std::runtime_error("DataBuffer constructor: can't be initialized with zero length !");
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_primaryBuffer = nullptr;
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_specialBuffer = nullptr;
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_lenInBytes = lenInBytes;
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_dataType = dataType;
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_workspace = workspace;
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_deviceId = sd::AffinityManager::currentDeviceId();
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setCountersToZero();
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allocateBuffers();
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copyBufferFromHost(hostBuffer, lenInBytes);
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}
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////////////////////////////////////////////////////////////////////////
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DataBuffer::DataBuffer(const size_t lenInBytes, const DataType dataType, memory::Workspace* workspace, const bool allocBoth) {
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_dataType = dataType;
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_workspace = workspace;
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_lenInBytes = lenInBytes;
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_primaryBuffer = nullptr;
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_specialBuffer = nullptr;
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_deviceId = sd::AffinityManager::currentDeviceId();
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setCountersToZero();
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if(lenInBytes != 0) {
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allocateBuffers(allocBoth);
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writeSpecial();
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}
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}
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////////////////////////////////////////////////////////////////////////
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// move constructor
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DataBuffer::DataBuffer(DataBuffer&& other) {
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_primaryBuffer = other._primaryBuffer;
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_specialBuffer = other._specialBuffer;
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_lenInBytes = other._lenInBytes;
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_dataType = other._dataType;
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_workspace = other._workspace;
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_isOwnerPrimary = other._isOwnerPrimary;
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_isOwnerSpecial = other._isOwnerSpecial;
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_deviceId.store(other._deviceId);
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copyCounters(other);
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other._primaryBuffer = other._specialBuffer = nullptr;
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other.setAllocFlags(false, false);
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other._lenInBytes = 0;
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}
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////////////////////////////////////////////////////////////////////////
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// assignment operator
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DataBuffer& DataBuffer::operator=(const DataBuffer& other) {
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if (this == &other)
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return *this;
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deleteBuffers();
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_lenInBytes = other._lenInBytes;
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_dataType = other._dataType;
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_workspace = other._workspace;
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allocateBuffers();
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copyBufferFrom(other);
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return *this;
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}
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////////////////////////////////////////////////////////////////////////
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// move assignment operator
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DataBuffer& DataBuffer::operator=(DataBuffer&& other) noexcept {
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if (this == &other)
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return *this;
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deleteBuffers();
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_primaryBuffer = other._primaryBuffer;
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_specialBuffer = other._specialBuffer;
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_lenInBytes = other._lenInBytes;
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_dataType = other._dataType;
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_workspace = other._workspace;
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_isOwnerPrimary = other._isOwnerPrimary;
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_isOwnerSpecial = other._isOwnerSpecial;
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copyCounters(other);
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other._primaryBuffer = other._specialBuffer = nullptr;
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other.setAllocFlags(false, false);
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other._lenInBytes = 0;
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return *this;
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}
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////////////////////////////////////////////////////////////////////////
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void* DataBuffer::primary() {
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return _primaryBuffer;
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}
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////////////////////////////////////////////////////////////////////////
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void* DataBuffer::special() {
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return _specialBuffer;
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}
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////////////////////////////////////////////////////////////////////////
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DataType DataBuffer::getDataType() {
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return _dataType;
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}
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////////////////////////////////////////////////////////////////////////
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size_t DataBuffer::getLenInBytes() const {
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return _lenInBytes;
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}
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////////////////////////////////////////////////////////////////////////
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void DataBuffer::allocatePrimary() {
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if (_primaryBuffer == nullptr && getLenInBytes() > 0) {
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auto deviceId = sd::AffinityManager::currentDeviceId();
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// check if this allocation won't bring us above limit
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if (_workspace == nullptr) {
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if (Environment::getInstance()->isCPU()) {
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// on cpu backend we validate against device 0 for now
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if (!sd::memory::MemoryCounter::getInstance()->validate(getLenInBytes()))
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throw sd::allocation_exception::build("Requested amount exceeds HOST device limits", sd::memory::MemoryCounter::getInstance()->deviceLimit(deviceId), getLenInBytes());
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} else {
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// in heterogenous mode we valdate against device group
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if (!sd::memory::MemoryCounter::getInstance()->validateGroup(sd::memory::MemoryType::HOST, getLenInBytes()))
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throw sd::allocation_exception::build("Requested amount exceeds HOST group limits", sd::memory::MemoryCounter::getInstance()->groupLimit(sd::memory::MemoryType::HOST), getLenInBytes());
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}
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}
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ALLOCATE(_primaryBuffer, _workspace, getLenInBytes(), int8_t);
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_isOwnerPrimary = true;
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// count in towards current deviceId if we're not in workspace mode
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if (_workspace == nullptr) {
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if (Environment::getInstance()->isCPU()) // we don't want this counter to be added to CUDA device
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sd::memory::MemoryCounter::getInstance()->countIn(deviceId, getLenInBytes());
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sd::memory::MemoryCounter::getInstance()->countIn(sd::memory::MemoryType::HOST, getLenInBytes());
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}
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}
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}
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////////////////////////////////////////////////////////////////////////
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void DataBuffer::setAllocFlags(const bool isOwnerPrimary, const bool isOwnerSpecial) {
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_isOwnerPrimary = isOwnerPrimary;
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_isOwnerSpecial = isOwnerSpecial;
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}
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////////////////////////////////////////////////////////////////////////
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void DataBuffer::deletePrimary() {
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if(_isOwnerPrimary && _primaryBuffer != nullptr && getLenInBytes() != 0) {
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auto p = reinterpret_cast<int8_t*>(_primaryBuffer);
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RELEASE(p, _workspace);
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_primaryBuffer = nullptr;
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_isOwnerPrimary = false;
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// count out towards DataBuffer device, only if we're not in workspace
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if (_workspace == nullptr) {
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if (Environment::getInstance()->isCPU())
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sd::memory::MemoryCounter::getInstance()->countOut(_deviceId, getLenInBytes());
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sd::memory::MemoryCounter::getInstance()->countOut(sd::memory::MemoryType::HOST, getLenInBytes());
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}
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}
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}
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////////////////////////////////////////////////////////////////////////
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void DataBuffer::deleteBuffers() {
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deletePrimary();
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deleteSpecial();
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_lenInBytes = 0;
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}
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////////////////////////////////////////////////////////////////////////
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DataBuffer::~DataBuffer() {
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deleteBuffers();
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}
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void DataBuffer::setPrimaryBuffer(void *buffer, size_t length) {
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if (_primaryBuffer != nullptr && _isOwnerPrimary) {
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deletePrimary();
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}
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_primaryBuffer = buffer;
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_isOwnerPrimary = false;
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_lenInBytes = length * DataTypeUtils::sizeOf(_dataType);
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}
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void DataBuffer::setSpecialBuffer(void *buffer, size_t length) {
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if (_specialBuffer != nullptr && _isOwnerSpecial) {
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deleteSpecial();
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}
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this->setSpecial(buffer, false);
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_lenInBytes = length * DataTypeUtils::sizeOf(_dataType);
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}
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void DataBuffer::setDataType(DataType dataType) {
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_dataType = dataType;
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}
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int DataBuffer::deviceId() const {
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return _deviceId.load();
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}
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void DataBuffer::close() {
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this->deleteBuffers();
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}
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void DataBuffer::setDeviceId(int deviceId) {
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_deviceId = deviceId;
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}
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}
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