Table 3 Training hyperparameter.

From: Insulator discharge severity assessment algorithm based on RDIDSNet

Hyperparameter

Parameter set

Epoch

2000

Batch-size

32

Learning rate

1e−4

Learning rate momentum

0.937

Weight optimization algorithm

Adam