MNIST_comparinghiddenlayer
- Project goal
- Development Tools
- Results and Conclusion
- References
To compare accuracy between one and two hidden layers
PyTorch Framework
- 1 hidden layer: Iteration 6000. Loss: 0.06581279635429382. Accuracy: 97
- 2 hidden layers: Iteration 6000. Loss: 0.07550930976867676. Accuracy: 96
- 3 hidden layers: Iteration 5500. Loss: 0.041268497705459595. Accuracy: 97
There is no much difference between 1 hidden layer, 2 hidden layers & 3 hidden layers.
- Practical Deep Learning with PyTorch