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comparison statscollector.py @ 326:fe57b96f33d4

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made ExampleWiseMean Op
author Olivier Breuleux <breuleuo@iro.umontreal.ca>
date Fri, 13 Jun 2008 15:26:35 -0400
parents 50a8302addaf
children 4efb503fd0da
comparison
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325:7a734dba4cac 326:fe57b96f33d4
1 1
2 # Here is how I see stats collectors: 2 # Here is how I see stats collectors:
3 3
4 # def my_stats((residue,nll),(regularizer)): 4 # def my_stats((residue,nll),(regularizer)):
5 # mse=examplewise_mean(square_norm(residue)) 5 # mse=examplewise_mean(square_norm(residue))
6 # training_loss=regularizer+examplewise_sum(nll) 6 # training_loss=regularizer+examplewise_sum(nll)
7 # set_names(locals()) 7 # set_names(locals())
8 # return ((residue,nll),(regularizer),(),(mse,training_loss)) 8 # return ((residue,nll),(regularizer),(),(mse,training_loss))
9 # my_stats_collector = make_stats_collector(my_stats) 9 # my_stats_collector = make_stats_collector(my_stats)
10 # 10 #
11 # where make_stats_collector calls my_stats(examplewise_fields, attributes) to 11 # where make_stats_collector calls my_stats(examplewise_fields, attributes) to