dsipts.Duet
===========

.. currentmodule:: dsipts

.. autoclass:: Duet

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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