DNN
===

.. currentmodule:: obsidian.surrogates.custom_torch

.. autoclass:: DNN

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~DNN.__init__
      ~DNN.add_module
      ~DNN.apply
      ~DNN.bfloat16
      ~DNN.buffers
      ~DNN.children
      ~DNN.compile
      ~DNN.condition_on_observations
      ~DNN.construct_inputs
      ~DNN.cpu
      ~DNN.cuda
      ~DNN.double
      ~DNN.eval
      ~DNN.extra_repr
      ~DNN.fantasize
      ~DNN.float
      ~DNN.forward
      ~DNN.get_buffer
      ~DNN.get_extra_state
      ~DNN.get_parameter
      ~DNN.get_submodule
      ~DNN.half
      ~DNN.ipu
      ~DNN.load_state_dict
      ~DNN.modules
      ~DNN.named_buffers
      ~DNN.named_children
      ~DNN.named_modules
      ~DNN.named_parameters
      ~DNN.parameters
      ~DNN.posterior
      ~DNN.register_backward_hook
      ~DNN.register_buffer
      ~DNN.register_forward_hook
      ~DNN.register_forward_pre_hook
      ~DNN.register_full_backward_hook
      ~DNN.register_full_backward_pre_hook
      ~DNN.register_load_state_dict_post_hook
      ~DNN.register_module
      ~DNN.register_parameter
      ~DNN.register_state_dict_pre_hook
      ~DNN.requires_grad_
      ~DNN.set_extra_state
      ~DNN.share_memory
      ~DNN.state_dict
      ~DNN.subset_output
      ~DNN.to
      ~DNN.to_empty
      ~DNN.train
      ~DNN.transform_inputs
      ~DNN.type
      ~DNN.xpu
      ~DNN.zero_grad
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~DNN.T_destination
      ~DNN.batch_shape
      ~DNN.call_super_init
      ~DNN.dtypes_of_buffers
      ~DNN.dump_patches
      ~DNN.num_outputs
      ~DNN.training