// RUN โ€” FITS

Can the AMD Ryzen AI Max+ 395 run Selfish-RNN (SNT-ASGD) Stacked LSTMs?

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

Selfish-RNN (SNT-ASGD) Stacked LSTMs on the AMD Ryzen AI Max+ 395

QuantFits?Max contextSpeedBeyond context
FP16 yes 1734k 3200-3911.1 t/s ~125-152.8 (slow)
Q8 yes 1735k 6400-7822.2 t/s ~250-305.6 (slow)
Q4 yes 1735k 11428.6-13968.3 t/s ~446.4-545.6 (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 Selfish-RNN (SNT-ASGD) Stacked LSTMs?โ–ถ

Yes. At Q4 it generates ~11428.6-13968.3 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~446.4-545.6 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.