Does that mean my predictions will also have dimension like [batch, 4, 224, 224] ? How would I turn my logits into predictions ? If I use argmax along the channel dimension, I will only get 1 prediction. Do I run the logits through a Sigmoid layer and then threshold using pred = logits > 0.5 ?