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[Preprint]. 2023 May 18:2023.05.16.540982. [Version 1] doi: 10.1101/2023.05.16.540982

Table 5.

Overview of the different neural network parameters used.

Parameter Value Description

Network
num layers 4 Number of hidden neural network layers
num nodes 150 Number of nodes per hidden neural network layer
N 32 Batch size
c 100 Maximum norm for clip gradient
T0 0s Used for scaling of t
T1 50s Used for scaling of t
Learning Rate
η 0.001 Learning rate
reduction factor 0.5
patience 5000
min lr 1e-6 Minimal learning rate