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Can the Instinct MI440X run StyleGAN2?
Yes — here's how fast and up to what context, with real measured numbers.
StyleGAN2 on the Instinct MI440X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 6041k | 205800-251533.3 t/s | ~420-513.3 (slow) |
| Q8 | yes | 6041k | 411600-503066.7 t/s | ~840-1026.7 (slow) |
| Q4 | yes | 6041k | 735000-898333.3 t/s | ~1500-1833.3 (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 Instinct MI440X run StyleGAN2?▶
Yes. At Q4 it generates ~735000-898333.3 tok/s and fits up to 6041k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1500-1833.3 tok/s.
How much context fits?▶
At Q4, up to about 6041k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.