Scientific Reports

Table 2 Combinations of hyperparameters.

From: Domain adaptation using transformer models for automated detection of exterior cladding materials in street view images

Case	Hyperparameters
Case	Batch size	Learning rate	Weight decay	Momentum	Iteration
1	1	0.00025	0.0001	0.7	3000
2	1	0.00025	0.0001	0.9	3000
3	1	0.00025	0.0005	0.7	3000
4	1	0.00025	0.0005	0.9	3000
5	1	0.001	0.0001	0.7	3000
6	1	0.001	0.0001	0.9	3000
7	1	0.001	0.0005	0.7	3000
8	1	0.001	0.0005	0.9	3000
9	2	0.00025	0.0001	0.7	3000
10	2	0.00025	0.0001	0.9	3000
11	2	0.00025	0.0005	0.7	3000
12	2	0.00025	0.0005	0.9	3000
13	2	0.001	0.0001	0.7	3000
14	2	0.001	0.0001	0.9	3000
15	2	0.001	0.0005	0.7	3000
16	2	0.001	0.0005	0.9	3000
17	1	0.00025	0.0001	0.7	5000
18	1	0.00025	0.0001	0.9	5000
19	1	0.00025	0.0005	0.7	5000
20	1	0.00025	0.0005	0.9	5000
21	1	0.001	0.0001	0.7	5000
22	1	0.001	0.0001	0.9	5000
23	1	0.001	0.0005	0.7	5000
24	1	0.001	0.0005	0.9	5000
25	2	0.00025	0.0001	0.7	5000
26	2	0.00025	0.0001	0.9	5000
27	2	0.00025	0.0005	0.7	5000
28	2	0.00025	0.0005	0.9	5000
29	2	0.001	0.0001	0.7	5000
30	2	0.001	0.0001	0.9	5000
31	2	0.001	0.0005	0.7	5000
32	2	0.001	0.0005	0.9	5000

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