Comparison of CIFARNet, ResNet20 and ResNet110 pytorch realizations on CIFAR10 dataset

The idea of this repository is a task from a course on Neural Networks and CV from Samsung Research Russia Open Education: https://stepik.org/lesson/230371/step/13?unit=202903

Code from these sources was used:

1. https://github.com/akamaster/pytorch_resnet_cifar10
2. https://github.com/mrTahion/Neural_Networks_and_CV_stepik

References:

1. https://towardsdatascience.com/resnets-for-cifar-10-e63e900524e0
2. https://towardsdatascience.com/understanding-and-visualizing-resnets-442284831be8
3. https://arxiv.org/pdf/1512.03385.pdf