Mercurial > ift6266

comparison deep/stacked_dae/v2/nist_sda.py @ 228:851e7ad4a143

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Corrigé une erreur dans la formule de coût modifiée dans stacked_dae, et enlevé des timers dans sgd_optimization
author fsavard
date Fri, 12 Mar 2010 10:47:36 -0500
parents acae439d6572
children 02eb98d051fe
comparison
equal deleted inserted replaced
227:acae439d6572 228:851e7ad4a143
33 # GLOBALS 33 # GLOBALS
34 34
35 TEST_CONFIG = False 35 TEST_CONFIG = False
36 36
37 NIST_ALL_LOCATION = '/data/lisa/data/nist/by_class/all' 37 NIST_ALL_LOCATION = '/data/lisa/data/nist/by_class/all'
38 JOBDB = 'postgres://ift6266h10@gershwin/ift6266h10_db/fsavard_sda4' 38 JOBDB = 'postgres://ift6266h10@gershwin/ift6266h10_sandbox_db/fsavard_sda_v2'
39 EXPERIMENT_PATH = "ift6266.deep.stacked_dae.nist_sda.jobman_entrypoint" 39 EXPERIMENT_PATH = "ift6266.deep.stacked_dae.v2.nist_sda.jobman_entrypoint"
40 40
41 REDUCE_TRAIN_TO = None 41 REDUCE_TRAIN_TO = None
42 MAX_FINETUNING_EPOCHS = 1000 42 MAX_FINETUNING_EPOCHS = 1000
43 # number of minibatches before taking means for valid error etc. 43 # number of minibatches before taking means for valid error etc.
44 REDUCE_EVERY = 100 44 REDUCE_EVERY = 100
72 'reduce_train_to':30000, 72 'reduce_train_to':30000,
73 'num_hidden_layers':1}) 73 'num_hidden_layers':1})
74 74
75 ''' 75 '''
76 Function called by jobman upon launching each job 76 Function called by jobman upon launching each job
77 Its path is the one given when inserting jobs: 77 Its path is the one given when inserting jobs: see EXPERIMENT_PATH
78 ift6266.deep.stacked_dae.nist_sda.jobman_entrypoint
79 ''' 78 '''
80 def jobman_entrypoint(state, channel): 79 def jobman_entrypoint(state, channel):
81 # record mercurial versions of each package 80 # record mercurial versions of each package
82 pylearn.version.record_versions(state,[theano,ift6266,pylearn]) 81 pylearn.version.record_versions(state,[theano,ift6266,pylearn])
83 # TODO: remove this, bad for number of simultaneous requests on DB 82 # TODO: remove this, bad for number of simultaneous requests on DB