This repository provides a clean PyTorch reimplementation of MobileNetV3, a convolutional neural network architecture introduced in 2019 for efficient image classification. The project includes training scripts supporting distributed multi-GPU training with mixed precision, pre-trained model weights for both Small and Large variants, and training logs. Models are trained on ImageNet (ILSVRC2012) for up to 450 epochs.