dsipts.CrossFormer
==================

.. currentmodule:: dsipts

.. autoclass:: CrossFormer

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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