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. Author manuscript; available in PMC: 2022 Aug 22.
Published in final edited form as: Proc SPIE Int Soc Opt Eng. 2022 Apr 4;12033:120333G. doi: 10.1117/12.2612234

Table 2.

Ftrl Optimizer Parameter Selections and Epoch Counts for ResNet-50 Convolutional Neural Network

Manual Selection Automatic Selection
Learning rate 0.000183 0.000601
Learning rate power −0.61 −0.73
Initial accumulator value 0.023 0.024
Epochs 7 13