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Can the NVIDIA B200 run StyleGAN2?
Yes — here's how fast and up to what context, with real measured numbers.
StyleGAN2 on the NVIDIA B200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2672k | 97333.3-116000 t/s | ~486.7-580 (slow) |
| Q8 | yes | 2672k | 194666.7-232000 t/s | ~973.3-1160 (slow) |
| Q4 | yes | 2672k | 347619-414285.7 t/s | ~1738.1-2071.4 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.
FAQ
Can the NVIDIA B200 run StyleGAN2?▶
Yes. At Q4 it generates ~347619-414285.7 tok/s and fits up to 2672k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1738.1-2071.4 tok/s.
How much context fits?▶
At Q4, up to about 2672k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.