Is my multi-label classification model overfitting?

3

Thanks for your response. My multi-label classification model is as follows:

classifier = nn.Sequential(
    nn.Conv1d(128, 128, 1),
    nn.ReLU(),
    nn.BatchNorm1d(128),
    nn.Dropout(p=0.2),
    nn.Conv1d(128, 128, 1),
    nn.ReLU(),
    nn.BatchNorm1d(128),
    nn.Dropout(p=0.2),
    nn.Conv1d(128, 1, 1)
)

I’m making use of BCEWithLogitsLoss and I describe how I’m using it in this post: Loss for Multi-label Classifier

Please let me know how I can improve it.