dsipts.D3VAE
============

.. currentmodule:: dsipts

.. autoclass:: D3VAE

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~D3VAE.__init__
      ~D3VAE.add_module
      ~D3VAE.all_gather
      ~D3VAE.apply
      ~D3VAE.backward
      ~D3VAE.bfloat16
      ~D3VAE.buffers
      ~D3VAE.children
      ~D3VAE.clip_gradients
      ~D3VAE.compile
      ~D3VAE.compute_loss
      ~D3VAE.configure_callbacks
      ~D3VAE.configure_gradient_clipping
      ~D3VAE.configure_model
      ~D3VAE.configure_optimizers
      ~D3VAE.configure_sharded_model
      ~D3VAE.cpu
      ~D3VAE.cuda
      ~D3VAE.double
      ~D3VAE.eval
      ~D3VAE.extra_repr
      ~D3VAE.float
      ~D3VAE.forward
      ~D3VAE.freeze
      ~D3VAE.get_buffer
      ~D3VAE.get_extra_state
      ~D3VAE.get_parameter
      ~D3VAE.get_submodule
      ~D3VAE.half
      ~D3VAE.inference
      ~D3VAE.ipu
      ~D3VAE.load_from_checkpoint
      ~D3VAE.load_state_dict
      ~D3VAE.log
      ~D3VAE.log_dict
      ~D3VAE.lr_scheduler_step
      ~D3VAE.lr_schedulers
      ~D3VAE.manual_backward
      ~D3VAE.modules
      ~D3VAE.mtia
      ~D3VAE.named_buffers
      ~D3VAE.named_children
      ~D3VAE.named_modules
      ~D3VAE.named_parameters
      ~D3VAE.on_after_backward
      ~D3VAE.on_after_batch_transfer
      ~D3VAE.on_before_backward
      ~D3VAE.on_before_batch_transfer
      ~D3VAE.on_before_optimizer_step
      ~D3VAE.on_before_zero_grad
      ~D3VAE.on_fit_end
      ~D3VAE.on_fit_start
      ~D3VAE.on_load_checkpoint
      ~D3VAE.on_predict_batch_end
      ~D3VAE.on_predict_batch_start
      ~D3VAE.on_predict_end
      ~D3VAE.on_predict_epoch_end
      ~D3VAE.on_predict_epoch_start
      ~D3VAE.on_predict_model_eval
      ~D3VAE.on_predict_start
      ~D3VAE.on_save_checkpoint
      ~D3VAE.on_test_batch_end
      ~D3VAE.on_test_batch_start
      ~D3VAE.on_test_end
      ~D3VAE.on_test_epoch_end
      ~D3VAE.on_test_epoch_start
      ~D3VAE.on_test_model_eval
      ~D3VAE.on_test_model_train
      ~D3VAE.on_test_start
      ~D3VAE.on_train_batch_end
      ~D3VAE.on_train_batch_start
      ~D3VAE.on_train_end
      ~D3VAE.on_train_epoch_end
      ~D3VAE.on_train_epoch_start
      ~D3VAE.on_train_start
      ~D3VAE.on_validation_batch_end
      ~D3VAE.on_validation_batch_start
      ~D3VAE.on_validation_end
      ~D3VAE.on_validation_epoch_end
      ~D3VAE.on_validation_epoch_start
      ~D3VAE.on_validation_model_eval
      ~D3VAE.on_validation_model_train
      ~D3VAE.on_validation_model_zero_grad
      ~D3VAE.on_validation_start
      ~D3VAE.optimizer_step
      ~D3VAE.optimizer_zero_grad
      ~D3VAE.optimizers
      ~D3VAE.parameters
      ~D3VAE.predict_dataloader
      ~D3VAE.predict_step
      ~D3VAE.prepare_data
      ~D3VAE.print
      ~D3VAE.register_backward_hook
      ~D3VAE.register_buffer
      ~D3VAE.register_forward_hook
      ~D3VAE.register_forward_pre_hook
      ~D3VAE.register_full_backward_hook
      ~D3VAE.register_full_backward_pre_hook
      ~D3VAE.register_load_state_dict_post_hook
      ~D3VAE.register_load_state_dict_pre_hook
      ~D3VAE.register_module
      ~D3VAE.register_parameter
      ~D3VAE.register_state_dict_post_hook
      ~D3VAE.register_state_dict_pre_hook
      ~D3VAE.requires_grad_
      ~D3VAE.save_hyperparameters
      ~D3VAE.set_extra_state
      ~D3VAE.set_submodule
      ~D3VAE.setup
      ~D3VAE.share_memory
      ~D3VAE.state_dict
      ~D3VAE.teardown
      ~D3VAE.test_dataloader
      ~D3VAE.test_step
      ~D3VAE.to
      ~D3VAE.to_empty
      ~D3VAE.to_onnx
      ~D3VAE.to_torchscript
      ~D3VAE.toggle_optimizer
      ~D3VAE.toggled_optimizer
      ~D3VAE.train
      ~D3VAE.train_dataloader
      ~D3VAE.training_step
      ~D3VAE.transfer_batch_to_device
      ~D3VAE.type
      ~D3VAE.unfreeze
      ~D3VAE.untoggle_optimizer
      ~D3VAE.val_dataloader
      ~D3VAE.validation_step
      ~D3VAE.xpu
      ~D3VAE.zero_grad
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~D3VAE.CHECKPOINT_HYPER_PARAMS_KEY
      ~D3VAE.CHECKPOINT_HYPER_PARAMS_NAME
      ~D3VAE.CHECKPOINT_HYPER_PARAMS_TYPE
      ~D3VAE.T_destination
      ~D3VAE.automatic_optimization
      ~D3VAE.call_super_init
      ~D3VAE.current_epoch
      ~D3VAE.description
      ~D3VAE.device
      ~D3VAE.device_mesh
      ~D3VAE.dtype
      ~D3VAE.dump_patches
      ~D3VAE.example_input_array
      ~D3VAE.fabric
      ~D3VAE.global_rank
      ~D3VAE.global_step
      ~D3VAE.handle_categorical_variables
      ~D3VAE.handle_future_covariates
      ~D3VAE.handle_multivariate
      ~D3VAE.handle_quantile_loss
      ~D3VAE.hparams
      ~D3VAE.hparams_initial
      ~D3VAE.local_rank
      ~D3VAE.logger
      ~D3VAE.loggers
      ~D3VAE.on_gpu
      ~D3VAE.strict_loading
      ~D3VAE.trainer
      ~D3VAE.training