dsipts.VVA
==========

.. currentmodule:: dsipts

.. autoclass:: VVA

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~VVA.CHECKPOINT_HYPER_PARAMS_KEY
      ~VVA.CHECKPOINT_HYPER_PARAMS_NAME
      ~VVA.CHECKPOINT_HYPER_PARAMS_TYPE
      ~VVA.T_destination
      ~VVA.automatic_optimization
      ~VVA.call_super_init
      ~VVA.current_epoch
      ~VVA.description
      ~VVA.device
      ~VVA.device_mesh
      ~VVA.dtype
      ~VVA.dump_patches
      ~VVA.example_input_array
      ~VVA.fabric
      ~VVA.global_rank
      ~VVA.global_step
      ~VVA.handle_categorical_variables
      ~VVA.handle_future_covariates
      ~VVA.handle_multivariate
      ~VVA.handle_quantile_loss
      ~VVA.hparams
      ~VVA.hparams_initial
      ~VVA.local_rank
      ~VVA.logger
      ~VVA.loggers
      ~VVA.on_gpu
      ~VVA.strict_loading
      ~VVA.trainer
      ~VVA.training