I am running an experiment with the dogs and cats data set, but for no obvious reason the fitting of the model is 6x slower than with Jeremy’s dogs_cats_redux notebook.
My setup:
AWS P2 instance
Theano 0.9 backend
How slow is it?
Jeremys dog_cats_redux notebook: ~ 400s
My notebook (code below): ~ 2400s
Here is code:
Question:
What do I need to change to make my code run as fast as Jeremy’s?