rename input to z
remove learningRate from nn. Variable momentum and learning rate is now required

nn.LearningRate_variable and nn.momentrum_variable are now required.
minimize data transfer of minibatches

adds the nn option: opts.nbathesToLoad. minibatches are now loaded onto
gpu in groups of opts.nbathesToLoad
update example
fix chunikfy