Speedup ratio for Machine Translation on De-En
2.36Speedup RatioDrafter3
Evaluation Results
| Method | Links | |
|---|---|---|
| Drafter3Drafter specialization=De->En, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.04 | 2.36 | |
| MetaSpS-UCBBandit algorithm=UCB, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.04 | 1.693 | |
| MetaSpS-EXP3Bandit algorithm=EXP3, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.04 | 1.472 | |
| Drafter2Drafter specialization=Ru->En, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.04 | 1.369 | |
| Drafter5Drafter specialization=Zh->En, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.04 | 1.099 | |
| Drafter1Drafter specialization=Ja->En, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.04 | 1.098 | |
| Drafter4Drafter specialization=Fr->En, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.04 | 1.036 | |
| DraftAllDescription=One-Size-Fits-All (OFA) drafter, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.04 | 0.544 |