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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 1:

Test Accuracy(%) of Adam for different є.

є ResNets 20 ResNets 56 DenseNets ResNet 18 VGG
10−1 92.51 ± 0.13 94.29 ± 0.10 94.78 ± 0.19 77.21 ± 0.26 76.05 ± 0.27
10−2 92.88 ± 0.21 94.15 ± 0.17 94.35 ± 0.10 76.64 ± 0.24 75.69 ± 0.16
10−4 92.03 ± 0.21 93.62 ± 0.18 94.15 ± 0.12 76.19 ± 0.20 74.45 ± 0.19
10−6 92.99 ± 0.22 93.56 ± 0.15 94.24 ± 0.24 76.09 ± 0.20 74.20 ± 0.33
10−8 91.68 ± 0.12 92.82 ± 0.09 93.32 ± 0.06 76.14 ± 0.24 74.18 ± 0.15