public void vectorToParams(double[] theta) {
NeuralUtils.vectorToParams(
theta,
binaryTransform.valueIterator(),
binaryClassification.valueIterator(),
SimpleTensor.iteratorSimpleMatrix(binaryTensors.valueIterator()),
unaryClassification.values().iterator(),
wordVectors.values().iterator());
}
public double[] paramsToVector() {
int totalSize = totalParamSize();
return NeuralUtils.paramsToVector(
totalSize,
binaryTransform.valueIterator(),
binaryClassification.valueIterator(),
SimpleTensor.iteratorSimpleMatrix(binaryTensors.valueIterator()),
unaryClassification.values().iterator(),
wordVectors.values().iterator());
}
SimpleTensor randomBinaryTensor() {
double range = 1.0 / (4.0 * numHid);
SimpleTensor tensor = SimpleTensor.random(numHid * 2, numHid * 2, numHid, -range, range, rand);
return tensor.scale(op.trainOptions.scalingForInit);
}