@Override
protected void initialize_probability(Collection<_Doc> collection) {
int cores = Runtime.getRuntime().availableProcessors();
m_threadpool = new Thread[cores];
m_workers = new LRHTSM_worker[cores];
for (int i = 0; i < cores; i++)
m_workers[i] =
new LRHTSM_worker(number_of_topics, vocabulary_size, m_corpus.getLargestSentenceSize());
int workerID = 0;
for (_Doc d : collection) {
m_workers[workerID % cores].addDoc(d);
workerID++;
}
super.initialize_probability(collection);
}
@Override
protected void init() { // clear up for next iteration
super.init();
for (TopicModelWorker worker : m_workers) worker.resetStats();
}