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Fix index range error and refactor get_training_batch method #133

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Fix index range error and refactor get_training_batch method #133

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16 changes: 8 additions & 8 deletions utils/batcher.py
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Original file line number Diff line number Diff line change
Expand Up @@ -56,16 +56,16 @@ def get_training_batch(self, batch_size):
if self.current_state == 0:
random.shuffle(self.training_indices)

if (self.current_state + batch_size) > (len(self.training_indices) + 1):
next_state = self.current_state + batch_size

if next_state > len(self.training_indices):
self.current_state = 0
return self.get_training_batch(batch_size)
else:
self.current_state += batch_size
batch_indices = self.training_indices[self.current_state:(self.current_state + batch_size)]
if len(batch_indices) != batch_size:
self.current_state = 0
return self.get_training_batch(batch_size)
return self.data_handler.slice_data(batch_indices)

batch_indices = self.training_indices[self.current_state:next_state]
self.current_state = next_state

return self.data_handler.slice_data(batch_indices)

def get_validation_batch(self, batch_size):
"""
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