// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run DDPM-IP (CelebA)?

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

DDPM-IP (CelebA) on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 yes 67k 138.6-165.2 t/s ~12.4-14.7 (slow)
Q8 yes 72k 277.2-330.3 t/s ~24.7-29.5 (slow)
Q4 yes 74k 494.9-589.8 t/s ~44.2-52.7 (slow)

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

FAQ

Can the NVIDIA GeForce RTX 2050 run DDPM-IP (CelebA)?โ–ถ

Yes. At Q4 it generates ~494.9-589.8 tok/s and fits up to 74k context; beyond that it spills to SSD swap and slows to ~44.2-52.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 74k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.