Genetics Selection Evolution

Table 1 Determined epochs and learning rates (lr) to train deepGBLUP

From: deepGBLUP: joint deep learning networks and GBLUP framework for accurate genomic prediction of complex traits in Korean native cattle

Density	Train size	CWT		BF		EMA		MS
Density	Train size	lr	epoch	lr	epoch	lr	epoch	lr	epoch
50K	9000	0.001	7	0.0001	9	0.001	3	0.0001	8
10K	9000	0.001	9	0.0001	12	0.001	4	0.0001	12
5K	9000	0.001	9	0.0001	13	0.001	5	0.001	2
1K	9000	0.001	23	0.0001	30	0.001	10	0.001	11
50K	5000	0.001	8	0.0001	15	0.001	4	0.0001	10
50K	2500	0.001	10	0.0001	9	0.001	5	0.0001	10
50K	1000	0.001	11	0.0001	4	0.001	6	0.0001	11

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ISSN: 1297-9686

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