This repository provides implementations of classic convolutional neural network architectures including ResNet, VGG, DenseNet, GoogleNet, Inception variants, MobileNet, and others. Users can train these models on the CIFAR-100 dataset via command-line arguments, with optional tensorboard logging and warmup training strategies to prevent divergence during early training phases.