First off, I needed to understand how ResNet worked so I read the paper: https://arxiv.org/abs/1512.03385

After reading made a plan and visual to follow and implement in the code, starting off simple I choose to implement ResNet-18.

In code:

• Downloaded Cifar-10 (this took a long time somewhy)
• Defined the Residual Blocks
• Encapsulated the Resnet Model
• Wrote training script and some utility functions
• Tested inference and shape match