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. 2021 Nov 24;12(12):7790–7806. doi: 10.1364/BOE.441932

Table 1. Metaparameters of the learning process.

Parameter Value
Learning rate 0.0005
Validation fraction 0.2
Batch size 32
Dropout 0.25
Clip 0.1
Kernel size 6
Layers 6
Filters per layer 16
Synchronization time 0.23
Idle divider 4