Real World ML - Understanding Batch Size. Train Faster and Better Deep Learning Models

Have you ever spent days fine-tuning a deep learning models, only to see no difference on its performance? A couple days ago, I was helping a friend of mine to fine tune a classifier using CNN. We spent a couple of hours, adjusting every hyper-parame...