// RUN โ€” FITS

Can the Intel Arc Pro B50 run StyleGAN2?

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

StyleGAN2 on the Intel Arc Pro B50

QuantFits?Max contextSpeedBeyond context
FP16 yes 201k 2165.3-2688 t/s ~386.7-480 (slow)
Q8 yes 201k 4330.7-5376 t/s ~773.3-960 (slow)
Q4 yes 201k 7733.3-9600 t/s ~1381-1714.3 (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 Intel Arc Pro B50 run StyleGAN2?โ–ถ

Yes. At Q4 it generates ~7733.3-9600 tok/s and fits up to 201k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1381-1714.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 201k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.