This is true in general, but deep learning with lots of hyperparameters gives an advantage to organizations with clusters that can run a huge hyperparameter search quickly.
These techniques can be orders of magnitude more efficient than a standard hyperparameter search and really cut down the barrier to entry for these types of results.