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Changing time format and Tensorflow variable initializer function #7

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2 changes: 1 addition & 1 deletion tyrion/backprop_tf.py
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Original file line number Diff line number Diff line change
Expand Up @@ -24,7 +24,7 @@ def __init__(self, maxnum, reduced_dims, learnrate=0.0001, reg1=0.0001, reg2=0.0
self.loss = tf.reduce_sum((self.inputs - self.recons)**2) + reg1 * tf.reduce_sum(self.W1 ** 2) + reg2 * tf.reduce_sum(self.W2 ** 2)
self.train = tf.train.RMSPropOptimizer(learnrate, 0.9).minimize(self.loss)
self.session = tf.Session()
tf.initialize_all_variables().run(session=self.session)
tf.global_variables_initializer().run(session=self.session)


def trainonone(self, pa, ntimes):
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5 changes: 4 additions & 1 deletion tyrion/train.py
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Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,7 @@
import argparse
import time
import pdb
import datetime


CONFIG_PATH = sys.argv[1]
Expand Down Expand Up @@ -104,7 +105,9 @@ def train(folder):
with open(r'./embeddings.pickle', "wb") as outfile:
pickle.dump(wordembeddings, outfile)
print ("Training completed! Embedding done.")
print ("time is %f" % (time.time()-t))
sec = time.time() - t
hours, minutes, seconds = str(datetime.timedelta(seconds=sec)).split(':')
print "Training took : {0} hours, {1} minutes, {2} seconds".format(hours,minutes,seconds)

if __name__ == "__main__":
train(DATA_PATH)