Named Entity Recognition on CoNLL03 (train)
4.86Latency (s)LD-Net (pruned)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LD-Net (pruned)LMs Ind.#=9, FLOPs=5, Batch size=500, Peak RAM=8Gb2018.04 | 4.86 | 166 | 2.9 | |
| LD-Net (pruned)LMs Ind.#=9, FLOPs=5, Batch size=80, Peak RAM=4Gb2018.04 | 6.9 | 98 | 2 | |
| LD-Net (origin)LMs Ind.#=9, FLOPs=51, Batch size=80, Peak RAM=8Gb2018.04 | 25.68 | 26 | 0.5 | |
| R-ELMoLMs Ind.#=6, FLOPs=108, Batch size=200, Peak RAM=8Gb2018.04 | 32.88 | 22 | 0.4 |