torch\_concepts.nn.BlackBox
===========================

.. currentmodule:: torch_concepts.nn

.. autoclass:: BlackBox

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~BlackBox.__init__
      ~BlackBox.add_module
      ~BlackBox.all_gather
      ~BlackBox.apply
      ~BlackBox.backward
      ~BlackBox.bfloat16
      ~BlackBox.buffers
      ~BlackBox.children
      ~BlackBox.clip_gradients
      ~BlackBox.compile
      ~BlackBox.configure_callbacks
      ~BlackBox.configure_gradient_clipping
      ~BlackBox.configure_model
      ~BlackBox.configure_optimizers
      ~BlackBox.configure_sharded_model
      ~BlackBox.cpu
      ~BlackBox.cuda
      ~BlackBox.double
      ~BlackBox.eval
      ~BlackBox.extra_repr
      ~BlackBox.filter_output_for_loss
      ~BlackBox.filter_output_for_metrics
      ~BlackBox.float
      ~BlackBox.forward
      ~BlackBox.freeze
      ~BlackBox.get_buffer
      ~BlackBox.get_extra_state
      ~BlackBox.get_parameter
      ~BlackBox.get_submodule
      ~BlackBox.half
      ~BlackBox.ipu
      ~BlackBox.load_from_checkpoint
      ~BlackBox.load_state_dict
      ~BlackBox.log
      ~BlackBox.log_dict
      ~BlackBox.log_loss
      ~BlackBox.log_metrics
      ~BlackBox.lr_scheduler_step
      ~BlackBox.lr_schedulers
      ~BlackBox.manual_backward
      ~BlackBox.maybe_apply_backbone
      ~BlackBox.modules
      ~BlackBox.mtia
      ~BlackBox.named_buffers
      ~BlackBox.named_children
      ~BlackBox.named_modules
      ~BlackBox.named_parameters
      ~BlackBox.on_after_backward
      ~BlackBox.on_after_batch_transfer
      ~BlackBox.on_before_backward
      ~BlackBox.on_before_batch_transfer
      ~BlackBox.on_before_optimizer_step
      ~BlackBox.on_before_zero_grad
      ~BlackBox.on_fit_end
      ~BlackBox.on_fit_start
      ~BlackBox.on_load_checkpoint
      ~BlackBox.on_predict_batch_end
      ~BlackBox.on_predict_batch_start
      ~BlackBox.on_predict_end
      ~BlackBox.on_predict_epoch_end
      ~BlackBox.on_predict_epoch_start
      ~BlackBox.on_predict_model_eval
      ~BlackBox.on_predict_start
      ~BlackBox.on_save_checkpoint
      ~BlackBox.on_test_batch_end
      ~BlackBox.on_test_batch_start
      ~BlackBox.on_test_end
      ~BlackBox.on_test_epoch_end
      ~BlackBox.on_test_epoch_start
      ~BlackBox.on_test_model_eval
      ~BlackBox.on_test_model_train
      ~BlackBox.on_test_start
      ~BlackBox.on_train_batch_end
      ~BlackBox.on_train_batch_start
      ~BlackBox.on_train_end
      ~BlackBox.on_train_epoch_end
      ~BlackBox.on_train_epoch_start
      ~BlackBox.on_train_start
      ~BlackBox.on_validation_batch_end
      ~BlackBox.on_validation_batch_start
      ~BlackBox.on_validation_end
      ~BlackBox.on_validation_epoch_end
      ~BlackBox.on_validation_epoch_start
      ~BlackBox.on_validation_model_eval
      ~BlackBox.on_validation_model_train
      ~BlackBox.on_validation_model_zero_grad
      ~BlackBox.on_validation_start
      ~BlackBox.optimizer_step
      ~BlackBox.optimizer_zero_grad
      ~BlackBox.optimizers
      ~BlackBox.parameters
      ~BlackBox.predict_dataloader
      ~BlackBox.predict_step
      ~BlackBox.prepare_data
      ~BlackBox.print
      ~BlackBox.register_backward_hook
      ~BlackBox.register_buffer
      ~BlackBox.register_forward_hook
      ~BlackBox.register_forward_pre_hook
      ~BlackBox.register_full_backward_hook
      ~BlackBox.register_full_backward_pre_hook
      ~BlackBox.register_load_state_dict_post_hook
      ~BlackBox.register_load_state_dict_pre_hook
      ~BlackBox.register_module
      ~BlackBox.register_parameter
      ~BlackBox.register_state_dict_post_hook
      ~BlackBox.register_state_dict_pre_hook
      ~BlackBox.remove_ignored_hparams
      ~BlackBox.requires_grad_
      ~BlackBox.save_hyperparameters
      ~BlackBox.set_extra_state
      ~BlackBox.set_submodule
      ~BlackBox.setup
      ~BlackBox.share_memory
      ~BlackBox.shared_step
      ~BlackBox.state_dict
      ~BlackBox.teardown
      ~BlackBox.test_dataloader
      ~BlackBox.test_step
      ~BlackBox.to
      ~BlackBox.to_empty
      ~BlackBox.to_onnx
      ~BlackBox.to_tensorrt
      ~BlackBox.to_torchscript
      ~BlackBox.toggle_optimizer
      ~BlackBox.toggled_optimizer
      ~BlackBox.train
      ~BlackBox.train_dataloader
      ~BlackBox.training_step
      ~BlackBox.transfer_batch_to_device
      ~BlackBox.type
      ~BlackBox.unfreeze
      ~BlackBox.unpack_batch
      ~BlackBox.untoggle_optimizer
      ~BlackBox.update_and_log_metrics
      ~BlackBox.update_metrics
      ~BlackBox.val_dataloader
      ~BlackBox.validation_step
      ~BlackBox.xpu
      ~BlackBox.zero_grad
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~BlackBox.CHECKPOINT_HYPER_PARAMS_KEY
      ~BlackBox.CHECKPOINT_HYPER_PARAMS_NAME
      ~BlackBox.CHECKPOINT_HYPER_PARAMS_TYPE
      ~BlackBox.T_destination
      ~BlackBox.automatic_optimization
      ~BlackBox.backbone
      ~BlackBox.call_super_init
      ~BlackBox.current_epoch
      ~BlackBox.device
      ~BlackBox.device_mesh
      ~BlackBox.dtype
      ~BlackBox.dump_patches
      ~BlackBox.example_input_array
      ~BlackBox.fabric
      ~BlackBox.global_rank
      ~BlackBox.global_step
      ~BlackBox.hparams
      ~BlackBox.hparams_initial
      ~BlackBox.latent_encoder
      ~BlackBox.local_rank
      ~BlackBox.logger
      ~BlackBox.loggers
      ~BlackBox.on_gpu
      ~BlackBox.strict_loading
      ~BlackBox.trainer
      ~BlackBox.training