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comparison doc/v2_planning/plugin_RP.py @ 1173:a0f178bc9052

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changes during the meeting
author pascanur
date Fri, 17 Sep 2010 16:12:33 -0400
parents 3c2d7c5f0cf7
children fe6c25eb1e37
comparison
equal deleted inserted replaced
1172:3c2d7c5f0cf7 1173:a0f178bc9052
103 def save_model(self, event): 103 def save_model(self, event):
104 if event.type == early_stopper.new_best_error(): 104 if event.type == early_stopper.new_best_error():
105 cPickle.dump(model.parameters(), open('best_params.pkl','wb')) 105 cPickle.dump(model.parameters(), open('best_params.pkl','wb'))
106 106
107 107
108 # Create the dependency graph describing what does what 108 # Create the dependency graph describing what does what
109 train_data.act( on = sched.begin(), when = once() )
110 train_data.act( on = Event('batch'),
111 train_data.act( on = train_model.done(), when = always())
109 train_model.act(on = train_data.batch(), when = always()) 112 train_model.act(on = train_data.batch(), when = always())
110 validate_model.act(on = train_model.done(), when = every(n=10000)) 113 validate_model.act(on = train_model.done(), when = every(n=10000))
111 early_stopper.act(on = validate_model.error(), when = always()) 114 early_stopper.act(on = validate_model.error(), when = always())
112 print_error.act( on = train_model.error(), when = always() ) 115 print_error.act( on = train_model.error(), when = always() )
113 print_error.act( on = train_data.eod(), when = always() ) 116 print_error.act( on = train_data.eod(), when = always() )
114 save_model.act( on = eraly_stopper.new_best_errot(), when = always() ) 117 save_model.act( on = eraly_stopper.new_best_errot(), when = always() )
115 118