INNER CODE UNIT · Python
compare_historys
mrdbourke/tensorflow-deep-learning · extras/helper_functions.py:188
def compare_historys(original_history, new_history, initial_epochs=5):
"""
Compares two TensorFlow model History objects.
Args:
original_history: History object from original model (before new_history)
new_history: History object from continued model training (after original_history)
initial_epochs: Number of epochs in original_history (new_history plot starts from here)
"""
# Get original history measurements
acc = original_history.history["accuracy"]
loss = original_history.history["loss"]
val_acc = original_history.history["val_accuracy"]
val_loss = original_history.history["val_loss"]
# Combine original history with new history