Three notebooks are provided with the following details
- VGG11 to train MNIST
- VGG11 with l2 regularization
- VGG11 with random rotations while training
Evaluations:
- test accuracy vs the number of epochs
- training accuracy vs the number of epochs
- test loss vs the number of epochs
- training loss vs the number of epochs
- test accuracy vs the degree of rotation
- test accuracy vs Gaussian blurring
Use google cloud (with gpu) to test the code.