Table 3 Modelling time
From: Enhancing argumentation component classification using contextual language model
Time | Training time | Prediction time |
|---|---|---|
Bert Base Cased (Seq. 80) | 0:06:12 | 0:00:04 |
Bert Base Cased (Seq. 256) | 0:17:50 | 0:00:08 |
Bert Base Uncased (Seq. 80) | 0:05:47 | 0:00:04 |
Bert Base Cased without Fine tuning | 0:00:00 | 0:00:03 |
Distilbert Base Cased (Seq. 80) | 0:03:00 | 0:00:02 |
Distilbert Base Uncased (Seq. 80) | 0:03:03 | 0:00:02 |
Elmo | 1:33:28 | 0:04:55 |
Word2Vec | 0:00:03.95 | 0:00:00.11 |
Glove | 0:00:05.82 | 0:00:00.16 |
FastText | 0:00:00.01 | 0:00:00.01 |