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	pathway	seed	valid_size	stage2_epochs	stage2_patience	stage2_batch_size	stage2_lr	funcdecode_freeze_epochs	funcdecode_freeze_patience	funcdecode_freeze_lr	funcdecode_unfreeze_epochs	funcdecode_unfreeze_patience	funcdecode_unfreeze_lr	funcdecode_batch_size	dist_embedding_dim
0	Ribosome	2021	1000	200	10	50	0.0001	100	10	0.0001	30	5	0.00001	32	128
1	Coronavirus disease	2021	1000	200	10	50	0.0001	100	10	0.0001	30	5	0.00001	32	128
2	Asthma	2021	1000	200	10	50	0.0001	100	10	0.0001	30	5	0.00001	32	128
3	Allograft rejection	2021	1000	200	10	50	0.0001	100	10	0.0001	30	5	0.00001	32	128
4	Graft-versus-host disease	2021	1000	200	10	50	0.0001	100	10	0.0001	30	5	0.00001	32	128
5	Type I diabetes mellitus	2021	1000	200	10	50	0.0001	100	10	0.0001	30	5	0.00001	32	128
6	Autoimmune thyroid disease	2021	1000	200	10	50	0.0001	100	10	0.0001	30	5	0.00001	32	128
7	Th1 and Th2 cell differentiation	2021	1000	200	10	50	0.0001	100	10	0.0001	30	5	0.00001	32	128
8	Hematopoietic cell lineage	2021	1000	200	10	50	0.0001	100	10	0.0001	30	5	0.00001	32	128
9	Th17 cell differentiation	2021	1000	200	10	50	0.0001	100	10	0.0001	30	5	0.00001	32	128

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