How to efficiently pairwise pool a tensor by trace value in Pytorch?

Question

I have a pytorch tensor T with shape (batch_size, window_size, filters, 3, 3) and I would like to pool the tensor by trace. Specifically I would like to obtain a tensor T_pooled