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. 2021 Oct 24;21(21):7049. doi: 10.3390/s21217049

Table 7.

Verbose.

Training Process
Epoch Iteration Time Elapsed Mini-Batch Accuracy Test Accuracy Mini-Batch Loss Validation Loss
1 1 00:00:01 51.56% 54.31% 1.0615 0.7952
10 20 00:00:06 57.03% 71.55% 0.8295 0.5364
20 40 00:00:10 65.63% 81.03% 0.6642 0.4165
30 60 00:00:16 71.09% 87.93% 0.4652 0.3354
40 80 00:00:21 77.34% 91.38% 0.4305 0.2998
50 100 00:00:26 81.25% 92.24% 0.4062 0.2727
60 120 00:00:31 79.69% 92.24% 0.4079 0.2558
70 140 00:00:37 88.28% 92.75% 0.3160 0.2413
80 160 00:00:42 79.69% 92.75% 0.4439 0.2370
90 180 00:00:47 85.94% 92.24% 0.2881 0.2248
100 200 00:00:53 89.06% 92.75% 0.2672 0.2200