cavis/libnd4j/include/helpers/cpu/ConstantHelper.cpp
raver119 7abc574eeb
Snapshot update (#8194)
* fix double consumption of rng on cpu

Signed-off-by: raver119 <raver119@gmail.com>

* Shyrma docs (#222)

* - documenting and profiling matrix_set_diag cuda kernel

Signed-off-by: Yurii <yurii@skymind.io>

* - correct formula of pnorm pooling in cuda 2d/3d kernels
- remove helper matrix_diag which duplicates work of helper matrix_set_diag

Signed-off-by: Yurii <yurii@skymind.io>

* cublasHandle sharing + lock

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* cublasHandle sharing + lock

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* Documentation from serialization/deserialization in NLP (#221)

* refactoring

Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>

* Javadocs

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* Javadoc fixed

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* Cleanup

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* dedicated lock for getCudaCublasHandle

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* Small fixes (#223)

Signed-off-by: AlexDBlack <blacka101@gmail.com>

* ELU DL4J fixes (#224)

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* javadoc (#225)

Signed-off-by: Robert Altena <Rob@Ra-ai.com>

* Small test compilation fix (#226)

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* #8182 remove spark version suffix (#227)

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* [WIP] Thread safety (#229)

* sync after cublas*gemm

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* mutex for CublasHelper

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* don't store cublasHandle in LaunchContext, it's per-device anyway

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* some printout

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* check for field instead

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* pew-pew

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* don't release ContextBuffers until device changed

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* small tweak

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* some logging in sgemm

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* stream sync

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* some more logging

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* some more error checks

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* one fancy test

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* one fancy test

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* minor AffinityManager fix

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* cudaEvent error logging improvement

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* ConstantHelper thread safety

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* - minor corrections in ConstantTadHelper

Signed-off-by: Yurii <yurii@skymind.io>

* ConstantShapeHelper thread safety

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* ConstantTadHelper.cu updated

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* logging off

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* logging off

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2019-09-03 22:02:02 +03:00

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/*******************************************************************************
* 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 <ConstantHelper.h>
#include <execution/AffinityManager.h>
#include <types/types.h>
#include <loops/type_conversions.h>
#include <type_boilerplate.h>
#include <cstring>
namespace nd4j {
ConstantHelper::ConstantHelper() {
int numDevices = getNumberOfDevices();
_cache.resize(numDevices);
_counters.resize(numDevices);
for (int e = 0; e < numDevices; e++) {
std::map<ConstantDescriptor, ConstantHolder*> map;
_cache[e] = map;
_counters[e] = 0L;
}
}
ConstantHelper* ConstantHelper::getInstance() {
if (!_INSTANCE)
_INSTANCE = new nd4j::ConstantHelper();
return _INSTANCE;
}
void* ConstantHelper::replicatePointer(void *src, size_t numBytes, memory::Workspace *workspace) {
if (workspace == nullptr) {
auto deviceId = getCurrentDevice();
_counters[deviceId] += numBytes;
}
int8_t *ptr = nullptr;
ALLOCATE(ptr, workspace, numBytes, int8_t);
std::memcpy(ptr, src, numBytes);
return ptr;
}
int ConstantHelper::getCurrentDevice() {
return AffinityManager::currentDeviceId();
}
int ConstantHelper::getNumberOfDevices() {
return AffinityManager::numberOfDevices();
}
ConstantDataBuffer* ConstantHelper::constantBuffer(const ConstantDescriptor &descriptor, nd4j::DataType dataType) {
const auto deviceId = getCurrentDevice();
// we're locking away cache modification
_mutexHolder.lock();
if (_cache[deviceId].count(descriptor) == 0) {
_cache[deviceId][descriptor] = new ConstantHolder();
}
auto holder = _cache[deviceId][descriptor];
// releasing cache lock
_mutexHolder.unlock();
ConstantDataBuffer* result;
// access to this holder instance is synchronous
holder->mutex()->lock();
if (holder->hasBuffer(dataType))
result = holder->getConstantDataBuffer(dataType);
else {
auto size = descriptor.length() * DataTypeUtils::sizeOf(dataType);
auto cbuff = new int8_t[size];
_counters[deviceId] += size;
// create buffer with this dtype
if (descriptor.isFloat()) {
BUILD_DOUBLE_SELECTOR(nd4j::DataType::DOUBLE, dataType, nd4j::TypeCast::convertGeneric, (nullptr, const_cast<double *>(descriptor.floatValues().data()), descriptor.length(), cbuff), (nd4j::DataType::DOUBLE, double), LIBND4J_TYPES);
} else if (descriptor.isInteger()) {
BUILD_DOUBLE_SELECTOR(nd4j::DataType::INT64, dataType, nd4j::TypeCast::convertGeneric, (nullptr, const_cast<Nd4jLong *>(descriptor.integerValues().data()), descriptor.length(), cbuff), (nd4j::DataType::INT64, Nd4jLong), LIBND4J_TYPES);
}
ConstantDataBuffer dataBuffer(cbuff, nullptr, descriptor.length(), DataTypeUtils::sizeOf(dataType));
holder->addBuffer(dataBuffer, dataType);
result = holder->getConstantDataBuffer(dataType);
}
holder->mutex()->unlock();
return result;
}
Nd4jLong ConstantHelper::getCachedAmount(int deviceId) {
int numDevices = getNumberOfDevices();
if (deviceId > numDevices || deviceId < 0)
return 0L;
else
return _counters[deviceId];
}
nd4j::ConstantHelper* nd4j::ConstantHelper::_INSTANCE = 0;
}
#endif