// RUN โ€” FITS

Can the AMD Ryzen AI Max+ 395 run DDPM-IP (CelebA)?

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

DDPM-IP (CelebA) on the AMD Ryzen AI Max+ 395

QuantFits?Max contextSpeedBeyond context
FP16 yes 1726k 273.4-334.1 t/s ~10.7-13.1 (slow)
Q8 yes 1730k 546.7-668.2 t/s ~21.4-26.1 (slow)
Q4 yes 1732k 976.3-1193.2 t/s ~38.1-46.6 (slow)

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

FAQ

Can the AMD Ryzen AI Max+ 395 run DDPM-IP (CelebA)?โ–ถ

Yes. At Q4 it generates ~976.3-1193.2 tok/s and fits up to 1732k context; beyond that it spills to SSD swap and slows to ~38.1-46.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1732k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.