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hivemall.mix.store.PartialResult Maven / Gradle / Ivy
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/*
* Hivemall: Hive scalable Machine Learning Library
*
* Copyright (C) 2015 Makoto YUI
* Copyright (C) 2013-2015 National Institute of Advanced Industrial Science and Technology (AIST)
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://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.
*/
package hivemall.mix.store;
import hivemall.utils.lock.Lock;
import hivemall.utils.lock.TTASLock;
import javax.annotation.Nonnegative;
import javax.annotation.concurrent.GuardedBy;
public abstract class PartialResult {
private final Lock lock;
@GuardedBy("lock()")
protected short globalClock;
public PartialResult() {
this.globalClock = 0;
this.lock = new TTASLock();
}
public final void lock() {
lock.lock();
}
public final void unlock() {
lock.unlock();
}
public abstract void add(float localWeight, float covar, @Nonnegative int deltaUpdates,
float scale);
public abstract void subtract(float localWeight, float covar, @Nonnegative int deltaUpdates,
float scale);
public abstract float getWeight(float scale);
public abstract float getCovariance(float scale);
public final short getClock() {
return globalClock;
}
protected final void incrClock(int deltaUpdates) {
globalClock += deltaUpdates;
}
// Return diff between global and local clocks.
// This implementation depends on the overflow/underflow behavior of short-typed values.
// i.e., [-32768...l...g...32768) is one of clock examples.
// Label 'l' and 'g' represent local and global clocks, respectively.
// In this case, it returns a minimum value, l...g or g...l.
public final int diffClock(final short localClock) {
short tempValue1 = globalClock;
tempValue1 -= localClock;
short tempValue2 = localClock;
tempValue2 -= globalClock;
return Math.min(Math.abs(tempValue1), Math.abs(tempValue2));
}
}
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