Hyperparameter Optimization

This page is for those wishing to optimize the hyperparameters of the different example scripts in dp.

Deep Inception

Hyper-parameter optimization using the deepinception.lua script.

Svhn

base command : th examples/deepinception.lua --batchSize 128 --accUpdate --progress --cuda

Command	Train Accuracy	Valid Accuracy	Test Accuracy
--convChannelSize '{32}' --dropout --lecunlcn	0.8108	0.8649	0.8529