benchmark keras architecture

geoffwoollard / ece1512_project

0 stars 0 forks source link

benchmark keras architecture #4

Closed geoffwoollard closed 5 years ago

geoffwoollard commented 5 years ago

Make table of

run time
memory
training set shape (128 vs 380 input)
training set size (number of examples)
filter sizes (try using a few columns for this)
total number of parameters

geoffwoollard commented 5 years ago

Increase width from 128 to max size (~360 or 380) in a few steps. How big it can go before it gets prohibitively slow?

Davjes15 commented 5 years ago

I did the benchmarking. I used a google colab to try different options and save time. I create an excel file and I am sharing that file with you. Let me know if you want me to try another combination.