// RUN โ€” FITS

Can the NVIDIA Jetson T3000 run CLIP (ResNet-50)?

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

CLIP (ResNet-50) on the NVIDIA Jetson T3000

QuantFits?Max contextSpeedBeyond context
FP16 yes 414k 1124.7-1340.3 t/s ~41.2-49.1 (slow)
Q8 yes 415k 2249.3-2680.7 t/s ~82.4-98.2 (slow)
Q4 yes 416k 4016.6-4787 t/s ~147.1-175.3 (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 Jetson T3000 run CLIP (ResNet-50)?โ–ถ

Yes. At Q4 it generates ~4016.6-4787 tok/s and fits up to 416k context; beyond that it spills to SSD swap and slows to ~147.1-175.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 416k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.