EVA4-CIFAR-pytorch

This repository shows the following things.

1. Modular approach to building a pytorch model for CIFAR10. The induvidual model consist of

   a. Model Architecture - vs_net.py

   b. Model Training - vs_train.py

   c. Model Accuracy(test) - vs_accuracy.py

   d. Class Accuracy - vs_class_acc.py

2. The architecture is built based on following consideration :

   a. Deeper architecture (padding=1)

   b. 1 layer having dilated convolution

   c. 1 layer having depthwise convolution.