Could you post a full code snippet? If the lists of 16k numpy arrays are fixed (say you read them from a file), you could just generate random values that could be fed into the code as your list would.
It's hard to say how things could be sped up without a bit more specificity. Cheers, Thomas -- https://mail.python.org/mailman/listinfo/python-list
