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Code Issues Releases Wiki Activity

fix for colab

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prise6 2019-03-10 17:50:45 +01:00
parent 7c8922940a
commit a6969908fd
1 changed files with 27 additions and 13 deletions
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40
iss/models/ModelTrainer.py
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@ -27,19 +27,33 @@ class ModelTrainer:
print(keras.__version__)
self.model.model.fit_generator(
generator = self.data_loader.get_train_generator(),
steps_per_epoch = self.steps_per_epoch,
epochs = self.epochs,
verbose = self.verbose,
initial_epoch = self.initial_epoch,
callbacks = self.callbacks,
workers = self.workers,
use_multiprocessing = self.use_multiprocessing,
validation_data = self.data_loader.get_test_generator(),
validation_steps = self.validation_steps,
validation_freq = self.validation_freq
)
if self.validation_freq is not None:
self.model.model.fit_generator(
generator = self.data_loader.get_train_generator(),
steps_per_epoch = self.steps_per_epoch,
epochs = self.epochs,
verbose = self.verbose,
initial_epoch = self.initial_epoch,
callbacks = self.callbacks,
workers = self.workers,
use_multiprocessing = self.use_multiprocessing,
validation_data = self.data_loader.get_test_generator(),
validation_steps = self.validation_steps,
validation_freq = self.validation_freq
)
else:
self.model.model.fit_generator(
generator = self.data_loader.get_train_generator(),
steps_per_epoch = self.steps_per_epoch,
epochs = self.epochs,
verbose = self.verbose,
initial_epoch = self.initial_epoch,
callbacks = self.callbacks,
workers = self.workers,
use_multiprocessing = self.use_multiprocessing,
validation_data = self.data_loader.get_test_generator(),
validation_steps = self.validation_steps
)
self.model.save()