dsipts.TFT
==========

.. currentmodule:: dsipts

.. autoclass:: TFT

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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