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Can the Apple M2 Max 64GB run StyleGAN3-R?
Yes โ here's how fast and up to what context, with real measured numbers.
StyleGAN3-R on the Apple M2 Max 64GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 856k | 86075.9-103797.5 t/s | ~2151.9-2594.9 (slow) |
| Q8 | yes | 856k | 172151.9-207594.9 t/s | ~4303.8-5189.9 (slow) |
| Q4 | yes | 856k | 307414.1-370705.2 t/s | ~7685.4-9267.6 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the Apple M2 Max 64GB run StyleGAN3-R?โถ
Yes. At Q4 it generates ~307414.1-370705.2 tok/s and fits up to 856k context; beyond that it spills to SSD swap and slows to ~7685.4-9267.6 tok/s.
How much context fits?โถ
At Q4, up to about 856k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.