org.nd4j.linalg.cpu.nativecpu.cache.ConstantBuffersCache 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.cache;
import org.nd4j.linalg.api.buffer.DataBuffer;
import org.nd4j.linalg.cache.ArrayDescriptor;
import org.nd4j.linalg.cache.BasicConstantHandler;
import org.nd4j.linalg.factory.Nd4j;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.concurrent.atomic.AtomicLong;
/**
* @author [email protected]
*/
public class ConstantBuffersCache extends BasicConstantHandler {
protected Map buffersCache = new ConcurrentHashMap<>();
private AtomicInteger counter = new AtomicInteger(0);
private AtomicLong bytes = new AtomicLong(0);
private static final int MAX_ENTRIES = 1000;
@Override
public DataBuffer getConstantBuffer(int[] array) {
ArrayDescriptor descriptor = new ArrayDescriptor(array);
if (!buffersCache.containsKey(descriptor)) {
DataBuffer buffer = Nd4j.createBufferDetached(array);
// we always allow int arrays with length < 3. 99.9% it's just dimension array. we don't want to recreate them over and over
if (counter.get() < MAX_ENTRIES || array.length < 4) {
counter.incrementAndGet();
buffersCache.put(descriptor, buffer);
bytes.addAndGet(array.length * 4);
}
return buffer;
}
return buffersCache.get(descriptor);
}
/**
* This method removes all cached constants
*/
@Override
public void purgeConstants() {
buffersCache = new ConcurrentHashMap<>();
}
@Override
public DataBuffer getConstantBuffer(float[] array) {
ArrayDescriptor descriptor = new ArrayDescriptor(array);
if (!buffersCache.containsKey(descriptor)) {
DataBuffer buffer = Nd4j.createBufferDetached(array);
if (counter.get() < MAX_ENTRIES) {
counter.incrementAndGet();
buffersCache.put(descriptor, buffer);
bytes.addAndGet(array.length * Nd4j.sizeOfDataType());
}
return buffer;
}
return buffersCache.get(descriptor);
}
@Override
public DataBuffer getConstantBuffer(double[] array) {
ArrayDescriptor descriptor = new ArrayDescriptor(array);
if (!buffersCache.containsKey(descriptor)) {
DataBuffer buffer = Nd4j.createBufferDetached(array);
if (counter.get() < MAX_ENTRIES) {
counter.incrementAndGet();
buffersCache.put(descriptor, buffer);
bytes.addAndGet(array.length * Nd4j.sizeOfDataType());
}
return buffer;
}
return buffersCache.get(descriptor);
}
@Override
public DataBuffer getConstantBuffer(long[] array) {
ArrayDescriptor descriptor = new ArrayDescriptor(array);
if (!buffersCache.containsKey(descriptor)) {
DataBuffer buffer = Nd4j.createBufferDetached(array);
if (counter.get() < MAX_ENTRIES) {
counter.incrementAndGet();
buffersCache.put(descriptor, buffer);
bytes.addAndGet(array.length * Nd4j.sizeOfDataType());
}
return buffer;
}
return buffersCache.get(descriptor);
}
@Override
public long getCachedBytes() {
return bytes.get();
}
}