`scheduler` gives me worse results

5

that’s how i instantiate the optimizer & scheduler:

lr = 1e-3
optimizer = torch.optim.Adam(model.parameters(), lr=lr, weight_decay=1e-5)  # weight decay: L2 penalty
scheduler = torch.optim.lr_scheduler.ReduceLROnPlateau(optimizer, mode='min', factor=0.1, patience=5)