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. Author manuscript; available in PMC: 2023 Apr 7.
Published in final edited form as: Neurocomputing (Amst). 2022 Jan 21;481:333–356. doi: 10.1016/j.neucom.2022.01.014

Table 2:

Test Accuracy(%) of AMSGrad for different є.

є ResNets 20 ResNets 56 DenseNets ResNet 18 VGG
10−1 92.80 ± 0.22 94.12 ± 0.07 94.92 ± 0.10 77.26 ± 0.30 75.84 ± 0.16
10−2 92.89 ± 0.07 94.20 ± 0.18 94.43 ± 0.22 76.23 ± 0.26 75.37 ± 0.18
10−4 91.85 ± 0.10 93.50 ± 0.14 94.02 ± 0.18 76.30 ± 0.31 74.44 ± 0.16
10−6 91.98 ± 0.23 93.54 ± 0.16 94.17 ± 0.10 76.14 ± 0.16 74.17 ± 0.28
10−8 91.70 ± 0.12 93.10 ± 0.11 93.71 ± 0.05 76.32 ± 0.11 74.26 ± 0.18