The role of optimizer in trades_loss

[s110m]

Hi,
In trades_loss you have used the argument 'optimizer' and in line 77 you call 'optimizer.zero_grad()'.
Was there a need for this? In which part of the calculation of trade_loss gradients of the model are updated that we need to zero them?
Thanks a lot.