Bearing Fault Diagnosis of End-to-End Model Design Based on 1DCNN-GRU Network

Table 3

Performance of model w.r.t different batch size.

Batch size	Converge time (s)	Training accuracy	Testing accuracy
50	41.9s	1	0.9850
100	29.3	1	0.9775
200	24.9	1	0.9850
300	25.9	0.9987	0.9725