// RUN โ€” FITS

Can the Intel Arc Pro B70 run AlphaFold 2?

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

AlphaFold 2 on the Intel Arc Pro B70

QuantFits?Max contextSpeedBeyond context
FP16 yes 423k 1895.9-2353.5 t/s ~124.7-154.8 (slow)
Q8 yes 425k 3791.8-4707.1 t/s ~249.5-309.7 (slow)
Q4 yes 426k 6771.1-8405.5 t/s ~445.5-553 (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 B70 run AlphaFold 2?โ–ถ

Yes. At Q4 it generates ~6771.1-8405.5 tok/s and fits up to 426k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~445.5-553 tok/s.

How much context fits?โ–ถ

At Q4, up to about 426k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.