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Can the Intel Gaudi 3 run BigGAN-deep 512x512?
Yes — here's how fast and up to what context, with real measured numbers.
BigGAN-deep 512x512 on the Intel Gaudi 3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1771k | 9521.3-11819.5 t/s | ~102.9-127.8 (slow) |
| Q8 | yes | 1772k | 19042.6-23639.1 t/s | ~205.9-255.6 (slow) |
| Q4 | yes | 1773k | 34004.6-42212.6 t/s | ~367.6-456.4 (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 Intel Gaudi 3 run BigGAN-deep 512x512?▶
Yes. At Q4 it generates ~34004.6-42212.6 tok/s and fits up to 1773k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~367.6-456.4 tok/s.
How much context fits?▶
At Q4, up to about 1773k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.