dsipts.Persistent
=================

.. currentmodule:: dsipts

.. autoclass:: Persistent

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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