// System.err.print("computing dropout prior for doc " + docIndex + " ... ");
prob -= getDropoutPrior(cliqueTree, docData, EForADoc, docDataHash, activeFeatures, dropoutPriorGrad, condensedFeaturesMap, EForADocPos);
// System.err.println(" done!");
if (TIMED) {
long elapsedMs = timer.stop();
System.err.println("Dropout took: " + Timing.toMilliSecondsString(elapsedMs) + " ms");
}
}
return new Quadruple<Integer, Double, Map<Integer, double[]>, Map<Integer, double[]>>(docIndex, prob, EForADoc, dropoutPriorGrad);