Neural Network Pruning: How to Accelerate Inference with Minimal Accuracy Loss
Introduction In this post, I will demonstrate how to use pruning to significantly reduce a model’s size and latency while maintaining minimal accuracy loss. In the example, we achieve a 90% reduction in model size and 5.5x faster inference time, all while preserving the same level of accuracy. ...