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Can the NVIDIA GeForce RTX 2050 run StyleGAN3-T?
Yes โ here's how fast and up to what context, with real measured numbers.
StyleGAN3-T on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 76k | 18331.8-21847.5 t/s | ~1636.8-1950.7 (slow) |
| Q8 | yes | 76k | 36663.7-43695.1 t/s | ~3273.5-3901.3 (slow) |
| Q4 | yes | 76k | 65470.9-78026.9 t/s | ~5845.6-6966.7 (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 GeForce RTX 2050 run StyleGAN3-T?โถ
Yes. At Q4 it generates ~65470.9-78026.9 tok/s and fits up to 76k context; beyond that it spills to SSD swap and slows to ~5845.6-6966.7 tok/s.
How much context fits?โถ
At Q4, up to about 76k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.