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Can the AMD Ryzen AI Max+ 395 run StyleGAN2?
Yes โ here's how fast and up to what context, with real measured numbers.
StyleGAN2 on the AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1734k | 2688-3285.3 t/s | ~105-128.3 (slow) |
| Q8 | yes | 1734k | 5376-6570.7 t/s | ~210-256.7 (slow) |
| Q4 | yes | 1735k | 9600-11733.3 t/s | ~375-458.3 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the AMD Ryzen AI Max+ 395 run StyleGAN2?โถ
Yes. At Q4 it generates ~9600-11733.3 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~375-458.3 tok/s.
How much context fits?โถ
At Q4, up to about 1735k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.