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// RUN — FITS
Can the NVIDIA DGX Spark run StyleGAN?
Yes — here's how fast and up to what context, with real measured numbers.
StyleGAN on the NVIDIA DGX Spark
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1734k | 3803.2-4532.6 t/s | ~139.3-166 (slow) |
| Q8 | yes | 1735k | 7606.5-9065.3 t/s | ~278.6-332.1 (slow) |
| Q4 | yes | 1735k | 13583-16188 t/s | ~497.5-593 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the NVIDIA DGX Spark run StyleGAN?▶
Yes. At Q4 it generates ~13583-16188 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~497.5-593 tok/s.
How much context fits?▶
At Q4, up to about 1735k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.