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// RUN — FITS
Can the NVIDIA Jetson T2000 run AWD-LSTM-MoS + dynamic evaluation (PTB, 2018)?
Yes — here's how fast and up to what context, with real measured numbers.
AWD-LSTM-MoS + dynamic evaluation (PTB, 2018) on the NVIDIA Jetson T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 196k | 2083.5-2483.1 t/s | ~152.1-181.3 (slow) |
| Q8 | yes | 196k | 4167.1-4966.3 t/s | ~304.2-362.5 (slow) |
| Q4 | yes | 197k | 7441.2-8868.3 t/s | ~543.2-647.3 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
→ All models on the NVIDIA Jetson T2000
→ AWD-LSTM-MoS + dynamic evaluation (PTB, 2018) specs
→ Other hardware
FAQ
Can the NVIDIA Jetson T2000 run AWD-LSTM-MoS + dynamic evaluation (PTB, 2018)?▶
Yes. At Q4 it generates ~7441.2-8868.3 tok/s and fits up to 197k context; beyond that it spills to SSD swap and slows to ~543.2-647.3 tok/s.
How much context fits?▶
At Q4, up to about 197k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.