cavis/libnd4j/include/array/NDArrayList.h
raver119 5d69069177
[WIP] Memory limits (#167)
* initial commit

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* one more initial commit

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* additional initial commit

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* subsequent initial commit

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* initial commit testing

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* initial commit per device

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* initial commit per group

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* initial commit for cuda

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* initial commit for cuda + few missed lines

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* initial commit for cuda + missed includes

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* initial commit for cuda + one more missed include

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* initial commit shouldn't count host mem as dev0 in cuda

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* initial commit that tracks HOST group limits for CUDA

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* initial commit with some Environment changes

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* initial commit with more Environment changes

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* initial commit with maxMasterThreads fix

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* initial commit with maxMasterThreads fix

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* initial commit without maxMasterThreads exception

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* initial commit without Nd4jULong in Environment

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* add sleep and more iterations for OOM cases

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* limits propagation from java side

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* - consume ErrorCode every time
- one test for memory limits

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* unordered_map

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* unordered_map

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* unordered_map

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* RSub op mapping fixed

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* typo fixed

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* one bad test fixed

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2020-01-24 10:11:09 +03:00

98 lines
2.6 KiB
C++

/*******************************************************************************
* 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
******************************************************************************/
//
// This class describes collection of NDArrays
//
// @author raver119!gmail.com
//
#ifndef NDARRAY_LIST_H
#define NDARRAY_LIST_H
#include <string>
#include <atomic>
#include <unordered_map>
#include <NDArray.h>
#include <memory/Workspace.h>
#include <dll.h>
namespace nd4j {
class ND4J_EXPORT NDArrayList {
private:
// workspace where chunks belong to
//nd4j::memory::Workspace* _workspace = nullptr;
nd4j::LaunchContext * _context = nd4j::LaunchContext ::defaultContext();
// numeric and symbolic ids of this list
std::pair<int, int> _id;
std::string _name;
nd4j::DataType _dtype;
// stored chunks
std::map<int, nd4j::NDArray*> _chunks;
// just a counter, for stored elements
std::atomic<int> _elements;
std::atomic<int> _counter;
// reference shape
std::vector<Nd4jLong> _shape;
// unstack axis
int _axis = 0;
//
bool _expandable = false;
// maximum number of elements
int _height = 0;
public:
NDArrayList(int height, bool expandable = false);
~NDArrayList();
nd4j::DataType dataType();
NDArray* read(int idx);
NDArray* readRaw(int idx);
Nd4jStatus write(int idx, NDArray* array);
NDArray* pick(std::initializer_list<int> indices);
NDArray* pick(std::vector<int>& indices);
bool isWritten(int index);
std::vector<Nd4jLong>& shape();
NDArray* stack();
void unstack(NDArray* array, int axis);
std::pair<int,int>& id();
std::string& name();
//nd4j::memory::Workspace* workspace();
nd4j::LaunchContext * context();
NDArrayList* clone();
bool equals(NDArrayList& other);
int elements();
int height();
int counter();
};
}
#endif