Keras Tuner
Gant Laborde
What is Keras?
the popular ML API
What is Machine learning?
Much bigger question!
What did TRAINING this look like?
256 nodes followed by 128 nodes all regularized?
All of these parameters are interdpendent
And sometimes takes a week or more to see how they did!?
Guessing
ResNet101v2 defaults
ACC: 79.6%
44M Params
Keras tuner
TunableResNet
ACC: 100%
24M Params (-45% size)
Exampl Logo Classifier
Whats the cost?
Time
Hypertuning as a phase is a new Visible cost
The hypertuning phase
@GantLaborde
@FunMachineLearn
Join me in the fun!
