// RUN โ€” FITS

Can the GMKtec EVO-X3 run StyleGAN?

Yes โ€” here's how fast and up to what context, with real measured numbers.

StyleGAN on the GMKtec EVO-X3

QuantFits?Max contextSpeedBeyond context
FP16 yes 1734k 3175.6-3859.5 t/s ~124-150.8 (slow)
Q8 yes 1735k 6351.1-7719.1 t/s ~248.1-301.5 (slow)
Q4 yes 1735k 11341.3-13784.1 t/s ~443-538.4 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the GMKtec EVO-X3 run StyleGAN?โ–ถ

Yes. At Q4 it generates ~11341.3-13784.1 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~443-538.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1735k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.