org.nd4j.linalg.cpu.nativecpu.DirectSparseInfoProvider Maven / Gradle / Ivy
/*******************************************************************************
* 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
******************************************************************************/
package org.nd4j.linalg.cpu.nativecpu;
import org.nd4j.linalg.api.buffer.DataBuffer;
import org.nd4j.linalg.api.ndarray.BaseSparseInfoProvider;
import org.nd4j.linalg.api.shape.Shape;
import org.nd4j.linalg.api.shape.SparseDescriptor;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.atomic.AtomicInteger;
/**
* @author Audrey Loeffel
*/
public class DirectSparseInfoProvider extends BaseSparseInfoProvider {
private Map sparseCache = new ConcurrentHashMap<>();
private AtomicInteger counter = new AtomicInteger(0);
private static final int MAX_ENTRIES = 100;
@Override
public DataBuffer createSparseInformation(int[] flags, long[] sparseOffsets, int[] hiddenDimensions, int underlyingRank) {
SparseDescriptor descriptor = new SparseDescriptor(flags, sparseOffsets, hiddenDimensions, underlyingRank);
if(!sparseCache.containsKey(descriptor)){
if(counter.get() < MAX_ENTRIES){
if(!sparseCache.containsKey(descriptor)){
counter.incrementAndGet();
DataBuffer buffer = Shape.createSparseInformation(flags, sparseOffsets, hiddenDimensions, underlyingRank);
sparseCache.put(descriptor, buffer);
return buffer;
}
} else {
return Shape.createSparseInformation(flags, sparseOffsets, hiddenDimensions, underlyingRank);
}
}
return sparseCache.get(descriptor);
}
@Override
public void purgeCache() {
sparseCache = new ConcurrentHashMap<>();
}
}
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