A Step-by-Step Guide to Building an End-to-End Model Optimization Pipeline with NVIDIA Model Optimizer Using FastNAS Pruning and Fine Tuning
In this tutorial, we build a complete end-to-end pipeline using NVIDIA Model Optimizer train, prune, and fine-tune a deep learning model directly in Google Colab. We start by setting up the environment and prepare the CIFAR-10 dataset, then define the ResNet architecture and train it to establish a solid foundation. From there, we use FastNAS … Read more