chatgpt – Nihit Purwar

Guide to metrics for your ML models

Different metrics measure different mistakes A model can improve AUC while worsening log loss, or improve precision while hurting recall. Choose the metric from the decision the number will drive, not from habit. Four questions that pick the metric family QUESTION 1 OF 4 Is the output a number rather than a class? Yes: MAE,Continue reading “Guide to metrics for your ML models”

GPU Optimization Fundamentals

Few days back, I was talking to my team on GPU optimization and then worked on a quick fundamentals blog, then thought of sharing it via a blog, so here it goes. 1. Why GPUs? A CPU and GPU are designed for somewhat different workloads. A CPU is optimized for getting a relatively small numberContinue reading “GPU Optimization Fundamentals”