My colleague was trying to save a large numpy array of output from a neural network (> 4 GiB). They were unable to save with pickle protocol = 3 but could save using pickle.HIGHEST_PROTOCOL by changing the source code. Is there any reason why this is set to 3 or why pickle.HIGHEST_PROTOCOL is not used? Is this something that could be specified in the numpy.save function?

Thanks