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

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* 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

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* 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 DEV_TESTS_CONSTANTHELPER_H
#define DEV_TESTS_CONSTANTHELPER_H
#include <op_boilerplate.h>
#include <dll.h>
#include <pointercast.h>
#include <memory/Workspace.h>
#include <vector>
#include <map>
#include <mutex>
#include <array/ConstantDescriptor.h>
#include <array/ConstantDataBuffer.h>
#include <array/ConstantHolder.h>
namespace nd4j {
class ND4J_EXPORT ConstantHelper {
private:
static ConstantHelper* _INSTANCE;
ConstantHelper();
std::vector<std::map<ConstantDescriptor, ConstantHolder*>> _cache;
// tracking of per-device constant memory buffers (CUDA only atm)
std::vector<Nd4jPointer> _devicePointers;
std::vector<Nd4jLong> _deviceOffsets;
std::mutex _mutex;
std::mutex _mutexHolder;
std::vector<Nd4jLong> _counters;
public:
~ConstantHelper() = default;
static ConstantHelper* getInstance();
static int getCurrentDevice();
static int getNumberOfDevices();
void* replicatePointer(void *src, size_t numBytes, memory::Workspace *workspace = nullptr);
ConstantDataBuffer* constantBuffer(const ConstantDescriptor &descriptor, nd4j::DataType dataType);
Nd4jLong getCachedAmount(int deviceId);
};
}
#endif //DEV_TESTS_CONSTANTHELPER_H