https://github.com/navoshta/behavioral-cloning
Tip revision: 8920e2a52f15a119aec125ebe06f8cf1fa97d5b2 authored by Alex Staravoitau on 23 December 2019, 17:58:15 UTC
Update LICENSE
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Tip revision: 8920e2a
weights_logger_callback.py
from keras.callbacks import Callback
import os
import shutil
class WeightsLogger(Callback):
"""
Keeps track of model weights by saving them at the end of each epoch.
"""
def __init__(self, root_path):
super(WeightsLogger, self).__init__()
self.weights_root_path = os.path.join(root_path, 'weights/')
shutil.rmtree(self.weights_root_path, ignore_errors=True)
os.makedirs(self.weights_root_path, exist_ok=True)
def on_epoch_end(self, epoch, logs={}):
self.model.save_weights(os.path.join(self.weights_root_path, 'model_epoch_{}.h5'.format(epoch + 1)))