New data split file if one does not exist (in case training on new dataset)
@@ -134,7 +134,6 @@ class ApplicationDriver(object):
self.data_partitioner.reset()
if data_param:
do_new_partition = \
- (self.initial_iter == 0 or self.vars_to_restore) and \
self.is_training_action and \
(not os.path.isfile(system_param.dataset_split_file)) and \
(train_param.exclude_fraction_for_validation > 0 or \
