STOUT V2.0: SMILES to IUPAC name conversion using transformer models

Table 1 Summary of datasets for SMILES to IUPAC name translation with character and word splits

	IUPAC name character split					IUPAC name word split
	Input token count	Maximum input length	Output token count	Maximum Output length	Average training time (per epoch)	Input token count	Maximum input length	Output token count	Maximum output length	Average training time (per epoch)
1 million	125	150	64	150	50 s	125	150	855	150	57 s
10 million	126	200	64	300	6 min 10 s	126	200	1199	300	7 min 8 s
50 million	132	400	66	400	55 min 43 s	132	400	1501	400	1 h 14 min 53 s

ISSN: 1758-2946