torch\_openreml.covariance.BlockDiagonal
========================================

.. currentmodule:: torch_openreml.covariance

.. autoclass:: BlockDiagonal

   
   
   
   
   
   .. rubric:: Methods

   .. autosummary::
   
      ~BlockDiagonal.__call__
      ~BlockDiagonal.auto_grad
      ~BlockDiagonal.build_operands
      ~BlockDiagonal.check_operands
      ~BlockDiagonal.check_params
      ~BlockDiagonal.from_param_dict
      ~BlockDiagonal.get_intermediates
      ~BlockDiagonal.grad
      ~BlockDiagonal.manual_grad
      ~BlockDiagonal.map_theta_to_dv
      ~BlockDiagonal.map_theta_to_v
      ~BlockDiagonal.operands_grad
      ~BlockDiagonal.reset_intermediates
      ~BlockDiagonal.set_intermediates
      ~BlockDiagonal.set_no_grad
      ~BlockDiagonal.to_param_dict
      ~BlockDiagonal.trans_grad
      ~BlockDiagonal.trans_params
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~BlockDiagonal.no_grad_index
      ~BlockDiagonal.num_params
      ~BlockDiagonal.operands
      ~BlockDiagonal.param_names
      ~BlockDiagonal.repr_dict
      ~BlockDiagonal.shape
      ~BlockDiagonal.trans