Taming Numerical Explosions with LogSumExp

In machine learning, numbers can rage like a storm, threatening to crash your model into oblivion. I’ve wrestled with this chaos, watching computations spiral out of control. But there’s a tool that tames these storms: LogSumExp. Like a conductor calming a chaotic orchestra, it brings order to numerical explosions, ensuring neural networks run smoothly. Let’s explore how it works, why it matters,…