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comparison deep/stacked_dae/nist_sda.py @ 208:acb942530923

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Completely rewrote my series module, now based on HDF5 and PyTables (in a separate directory called 'tables_series' for retrocompatibility of running code). Minor (inconsequential) changes to stacked_dae.
author fsavard
date Fri, 05 Mar 2010 18:07:20 -0500
parents 10a801240bfc
children 7b4507295eba
comparison
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205:10a801240bfc 208:acb942530923
62 # Just useful for tests... minimal number of epochs 62 # Just useful for tests... minimal number of epochs
63 DEFAULT_HP_NIST = DD({'finetuning_lr':0.1, 63 DEFAULT_HP_NIST = DD({'finetuning_lr':0.1,
64 'pretraining_lr':0.1, 64 'pretraining_lr':0.1,
65 'pretraining_epochs_per_layer':20, 65 'pretraining_epochs_per_layer':20,
66 'max_finetuning_epochs':2, 66 'max_finetuning_epochs':2,
67 'hidden_layers_sizes':300, 67 'hidden_layers_sizes':800,
68 'corruption_levels':0.2, 68 'corruption_levels':0.2,
69 'minibatch_size':20, 69 'minibatch_size':20,
70 #'reduce_train_to':300, 70 #'reduce_train_to':300,
71 'num_hidden_layers':2}) 71 'num_hidden_layers':2})
72 72