cavis/libnd4j/include/helpers/cpu/ConstantShapeHelper.cpp

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2019-06-06 14:21:15 +02:00
/*******************************************************************************
* 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
******************************************************************************/
//
// @author raver119@gmail.com
//
#ifndef __CUDABLAS__
#include "../ConstantShapeHelper.h"
#include <logger.h>
#include <ShapeBuilders.h>
#include <ShapeUtils.h>
namespace nd4j {
ConstantShapeHelper::ConstantShapeHelper() {
_cache.resize(32);
for (int e = 0; e < 32; e++) {
std::map<ShapeDescriptor, ConstantDataBuffer> cache;
_cache[e] = cache;
}
}
ConstantShapeHelper* ConstantShapeHelper::getInstance() {
if (!_INSTANCE)
_INSTANCE = new ConstantShapeHelper();
return _INSTANCE;
}
ConstantDataBuffer& ConstantShapeHelper::bufferForShapeInfo(nd4j::DataType dataType, char order, const std::vector<Nd4jLong> &shape) {
ShapeDescriptor descriptor(dataType, order, shape);
return bufferForShapeInfo(descriptor);
}
ConstantDataBuffer& ConstantShapeHelper::bufferForShapeInfo(const nd4j::DataType dataType, const char order, const int rank, const Nd4jLong* shape) {
ShapeDescriptor descriptor(dataType, order, shape, rank);
return bufferForShapeInfo(descriptor);
}
ConstantDataBuffer& ConstantShapeHelper::bufferForShapeInfo(const ShapeDescriptor &descriptor) {
int deviceId = 0;
_mutex.lock();
if (_cache[deviceId].count(descriptor) == 0) {
auto hPtr = descriptor.toShapeInfo();
ConstantDataBuffer buffer(hPtr, nullptr, shape::shapeInfoLength(hPtr)*sizeof(Nd4jLong), DataType::INT64);
ShapeDescriptor descriptor1(descriptor);
_cache[deviceId][descriptor1] = buffer;
ConstantDataBuffer &r = _cache[deviceId][descriptor1];
_mutex.unlock();
return r;
} else {
ConstantDataBuffer &r = _cache[deviceId].at(descriptor);
_mutex.unlock();
return r;
}
}
ConstantDataBuffer& ConstantShapeHelper::bufferForShapeInfo(const Nd4jLong *shapeInfo) {
ShapeDescriptor descriptor(shapeInfo);
return bufferForShapeInfo(descriptor);
}
bool ConstantShapeHelper::checkBufferExistenceForShapeInfo(ShapeDescriptor &descriptor) {
bool result;
int deviceId = 0;
_mutex.lock();
if (_cache[deviceId].count(descriptor) == 0)
result = false;
else
result = true;
_mutex.unlock();
return result;
}
Nd4jLong* ConstantShapeHelper::createShapeInfo(const nd4j::DataType dataType, const char order, const int rank, const Nd4jLong* shape) {
ShapeDescriptor descriptor(dataType, order, shape, rank);
return bufferForShapeInfo(descriptor).primaryAsT<Nd4jLong>();
}
Nd4jLong* ConstantShapeHelper::emptyShapeInfo(const nd4j::DataType dataType) {
auto descriptor = ShapeDescriptor::emptyDescriptor(dataType);
return bufferForShapeInfo(descriptor).primaryAsT<Nd4jLong>();
}
Nd4jLong* ConstantShapeHelper::scalarShapeInfo(const nd4j::DataType dataType) {
auto descriptor = ShapeDescriptor::scalarDescriptor(dataType);
return bufferForShapeInfo(descriptor).primaryAsT<Nd4jLong>();
}
Nd4jLong* ConstantShapeHelper::vectorShapeInfo(const Nd4jLong length, const nd4j::DataType dataType) {
auto descriptor = ShapeDescriptor::vectorDescriptor(length, dataType);
return bufferForShapeInfo(descriptor).primaryAsT<Nd4jLong>();
}
Nd4jLong* ConstantShapeHelper::createShapeInfo(const nd4j::DataType dataType, const char order, const std::vector<Nd4jLong> &shape) {
ShapeDescriptor descriptor(dataType, order, shape);
return bufferForShapeInfo(descriptor).primaryAsT<Nd4jLong>();
}
Nd4jLong* ConstantShapeHelper::createShapeInfo(const ShapeDescriptor &descriptor) {
return bufferForShapeInfo(descriptor).primaryAsT<Nd4jLong>();
}
Nd4jLong* ConstantShapeHelper::createFromExisting(Nd4jLong *shapeInfo, bool destroyOriginal) {
ShapeDescriptor descriptor(shapeInfo);
auto result = createShapeInfo(descriptor);
if (destroyOriginal)
RELEASE(shapeInfo, nullptr)
return result;
}
Nd4jLong* ConstantShapeHelper::createFromExisting(Nd4jLong *shapeInfo, nd4j::memory::Workspace *workspace) {
ShapeDescriptor descriptor(shapeInfo);
auto result = createShapeInfo(descriptor);
RELEASE(shapeInfo, workspace);
return result;
}
nd4j::ConstantShapeHelper* nd4j::ConstantShapeHelper::_INSTANCE = 0;
}
#endif