Compute Bound Or Memory Bound Arithmetic Intensity Explained

Summary

There are only two things your GPU can run out of. It can run out of This lecture explains GPU roofline How to classify a GPU kernel on a napkin, then confirm it in the profiler. The ridge point from two datasheet numbers, the ... You can Join our discord to be part of our next session: go.zeroentropy.dev/discord In this video, Dilawar Mahmood, ... Have you ever wondered why your code runs slowly, even on a fast A modern GPU has tens of thousands of cores and can do hundreds of trillions of operations a second. So why does generating ... Your throughput is terrible, so you run nvidia-smi and it says your GPU utilization is a hundred percent. The card is flat out, and ... This video is part of an online course, Intro to Parallel Programming. the course here: ... 0:00 Introduction 0:40 Roofline Model 2:45 Why does LLM decode often become Your code often isn't slow because of FLOPs — it's waiting on