Season 1 · Ch. 6

Training Optimizations Deep Dive: How I Made the A100 Actually Work

The complete technical reference for achieving 16x speedup. Every optimization explained with code and diagrams.

February 12, 2026 · 21 min · Jun Park
GPUburnout
GPUburnout
Will Code for Tokens
S1 GPT-2 134M
S2 Llama 1B