dsipts.TTM
==========

.. currentmodule:: dsipts

.. autoclass:: TTM

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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