dsipts.TimeXER
==============

.. currentmodule:: dsipts

.. autoclass:: TimeXER

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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