I noticed that there are mismatched keys name in weight_dict, effectively making the losses calculation skipped loss_segments and loss_actionness in this line:

Looking at the weight_dict, loss_seg is used rather than loss_segments

For actionness, it's assigned as loss_iou instead of loss_actionness, which replaced the loss_iou by segments loss.

Are these bugs? Could you confirm it? Thanks.