New configs. training step rule out of train.py

1 files changed, 2 insertions, 3 deletions

diff --git a/train.py b/train.py
index 1b75138..83317c9 100755
--- a/train.py
+++ b/train.py
@@ -11,7 +11,7 @@ from functools import reduce
 from theano import tensor
 
 from blocks import roles
-from blocks.algorithms import AdaDelta, CompositeRule, GradientDescent, RemoveNotFinite, StepRule
+from blocks.algorithms import AdaDelta, CompositeRule, GradientDescent, RemoveNotFinite, StepRule, Momentum
 from blocks.extensions import Printing, FinishAfter, SimpleExtension
 from blocks.extensions.monitoring import DataStreamMonitoring, TrainingDataMonitoring
 
@@ -136,8 +136,7 @@ if __name__ == "__main__":
         cost=cost,
         step_rule=CompositeRule([
                 ElementwiseRemoveNotFinite(),
-                AdaDelta(),
-                #Momentum(learning_rate=config.learning_rate, momentum=config.momentum),
+                config.step_rule,
             ]),
         params=params)