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comparison deep/stacked_dae/nist_sda.py @ 268:b077d9e97a3b

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Légères corrections à config.py.example et ajusté nist_sda pour utiliser la nouvelle 'interface' des datasets (nist_all()).
author fsavard
date Fri, 19 Mar 2010 11:31:57 -0400
parents 798d1344e6a2
children 7b4507295eba 43afd29f3dbd
comparison
equal deleted inserted replaced
267:798d1344e6a2 268:b077d9e97a3b
59 59
60 series = create_series(state.num_hidden_layers) 60 series = create_series(state.num_hidden_layers)
61 61
62 print "Creating optimizer with state, ", state 62 print "Creating optimizer with state, ", state
63 63
64 optimizer = SdaSgdOptimizer(dataset=datasets.nist_all, 64 optimizer = SdaSgdOptimizer(dataset=datasets.nist_all(),
65 hyperparameters=state, \ 65 hyperparameters=state, \
66 n_ins=n_ins, n_outs=n_outs,\ 66 n_ins=n_ins, n_outs=n_outs,\
67 examples_per_epoch=examples_per_epoch, \ 67 examples_per_epoch=examples_per_epoch, \
68 series=series, 68 series=series,
69 max_minibatches=rtt) 69 max_minibatches=rtt)
70 70
71 optimizer.pretrain(datasets.nist_all) 71 optimizer.pretrain(datasets.nist_all())
72 channel.save() 72 channel.save()
73 73
74 optimizer.finetune(datasets.nist_all) 74 optimizer.finetune(datasets.nist_all())
75 channel.save() 75 channel.save()
76 76
77 return channel.COMPLETE 77 return channel.COMPLETE
78 78
79 # These Series objects are used to save various statistics 79 # These Series objects are used to save various statistics