Created
September 4, 2017 03:15
-
-
Save vrjkmr/7c424e73f0c71c7ebe019a7435a104cf to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# Running our model | |
train = fashion_mnist.train | |
test = fashion_mnist.test | |
parameters = model(train, test, learning_rate=0.0005) | |
''' | |
Output: | |
Cost after epoch 0: 0.5206283370382022 | |
Cost after epoch 1: 0.3820550605650376 | |
Cost after epoch 2: 0.34153786860623253 | |
Cost after epoch 3: 0.31786914036649366 | |
Cost after epoch 4: 0.2977991391849362 | |
Cost after epoch 5: 0.28383969427091804 | |
Cost after epoch 6: 0.26850574327864796 | |
Cost after epoch 7: 0.2562966328439526 | |
Cost after epoch 8: 0.24788446980501389 | |
Cost after epoch 9: 0.2394253044054177 | |
Cost after epoch 10: 0.2281243355166303 | |
Cost after epoch 11: 0.21902232971237548 | |
Cost after epoch 12: 0.21464569143716739 | |
Cost after epoch 13: 0.20456878582668347 | |
Cost after epoch 14: 0.19973925791888997 | |
Cost after epoch 15: 0.1916237482979973 | |
Parameters have been trained! | |
Train Accuracy: 0.935127 | |
Test Accuracy: 0.8935 | |
''' |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment