New: connect Claude & other AIs to GenAIList over MCP — research the catalog and contribute to the shared knowledge base. Learn how →
Can the Instinct MI440X run StyleGAN3-R?
Yes — here's how fast and up to what context, with real measured numbers.
StyleGAN3-R on the Instinct MI440X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 6042k | 3907594.9-4775949.4 t/s | ~7974.7-9746.8 (slow) |
| Q8 | yes | 6042k | 7815189.9-9551898.7 t/s | ~15949.4-19493.7 (slow) |
| Q4 | yes | 6042k | 13955696.2-17056962 t/s | ~28481-34810.1 (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 StyleGAN3-R?▶
Yes. At Q4 it generates ~13955696.2-17056962 tok/s and fits up to 6042k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~28481-34810.1 tok/s.
How much context fits?▶
At Q4, up to about 6042k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.