Train LeNet5 on MNIST with SGD and Adam Optimizer and analyze:

• Effect of training loss vs. Batch size for a fixed learning rate
• Effect of training loss vs. Learning rate for a fixed Batch size

This is an assignment submission for the course of Deep Learning Foundations and Applications(AI61002) at IIT Kharagpur.