Pharmacovigilance with Transformers: A Framework to Detect Adverse Drug Reactions Using BERT Fine-Tuned with FARM

Table 3

Comparison of training time of BERT and FARM-BERT for each epoch on Twitter and PubMed datasets.

Epochs	Training time of the models
	PubMed dataset		Twitter dataset
	BERT	FARM-BERT	BERT	FARM-BERT
Epoch 1	604.01	360.37	192.21	152.44
Epoch 2	596.36	420.06	193.04	151.31
Epoch 3	589.01	399.42	187.22	156.51
Epoch 4	579.32	393.21	192.11	149.22
Epoch 5	574.50	391.40	192.38	153.49