Building TensorFlow from Source: Gotchas

A while back I found a small bug in TensorFlow. Now that I had some free time, I decided to submit a PR. The bug was fixed quickly, but when I tried to build TensorFlow locally, I ran into quite a few gotchas. Here are my notes. 1. So Many Versions, So Confusing Before we start building, let’s go over the relevant Nvidia GPU dependencies. Nvidia has various GPU architectures. To distinguish between them, Nvidia uses Compute Capability....

January 20, 2025 · 6 min · 1191 words · Wokron