5 · Serve and the GPU lie · 30/38
The lie
100% util, 3% of peak. GEMM vs decode.
playnvidia-smi · utilization
the SMs it touches really are busy
achieved · % of peak FLOP/s
how much of the machine does real math
Utilization means a kernel was resident. Achieved is the fraction of peak FLOP/s.