SimpleCNN
- Classify MNIST data with Simple CNN
Model Description
Results
$ python3 main.py
[+] Train Start
Epoch: 0, Cost: 0.249725
Epoch: 1, Cost: 0.066912
Epoch: 2, Cost: 0.047859
Epoch: 3, Cost: 0.039638
Epoch: 4, Cost: 0.032900
Epoch: 5, Cost: 0.028354
Epoch: 6, Cost: 0.023570
Epoch: 7, Cost: 0.020347
Epoch: 8, Cost: 0.018767
Epoch: 9, Cost: 0.016545
Epoch: 10, Cost: 0.012911
Epoch: 11, Cost: 0.012325
Epoch: 12, Cost: 0.010376
Epoch: 13, Cost: 0.008795
Epoch: 14, Cost: 0.006449
Epoch: 15, Cost: 0.007138
Epoch: 16, Cost: 0.006374
Epoch: 17, Cost: 0.006415
Epoch: 18, Cost: 0.003741
Epoch: 19, Cost: 0.004542
[+] Test Start
[+] Accuracy: 0.9865999817848206