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changed EarlyStopping so best weights are also loaded at the end of training #40849

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merged 2 commits into from Jan 11, 2021
Merged

changed EarlyStopping so best weights are also loaded at the end of training #40849

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changed EarlyStopping so that the best weights are also loaded at the…
jmhessel Jun 26, 2020
87b53f5
line fix
jmhessel Jun 26, 2020
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4 changes: 4 additions & 0 deletions tensorflow/python/keras/callbacks.py
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Expand Up @@ -1337,6 +1337,10 @@ def on_epoch_end(self, epoch, logs=None):
def on_train_end(self, logs=None):
if self.stopped_epoch > 0 and self.verbose > 0:
print('Epoch %05d: early stopping' % (self.stopped_epoch + 1))
if self.restore_best_weights:
if self.verbose > 0:
print('Restoring model weights from the end of the best epoch.')
self.model.set_weights(self.best_weights)

def get_monitor_value(self, logs):
logs = logs or {}
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