· 10 min read

GPU Programming Surprises: Understanding Hidden Behavior in Compute Architectures

The Bug That Shouldn’t Exist A machine learning team ships a training loop that produces subtly wrong loss curves. Not dramatically wrong. Not crash-wrong. Just slightly, reproducibly, mysteriously wrong. They’ve …

gpu parallel-computing systems-engineering cuda memory-models