dsipts.TIDE =========== .. currentmodule:: dsipts .. autoclass:: TIDE .. automethod:: __init__ .. rubric:: Methods .. autosummary:: ~TIDE.__init__ ~TIDE.add_module ~TIDE.all_gather ~TIDE.apply ~TIDE.backward ~TIDE.bfloat16 ~TIDE.buffers ~TIDE.children ~TIDE.clip_gradients ~TIDE.compile ~TIDE.compute_loss ~TIDE.configure_callbacks ~TIDE.configure_gradient_clipping ~TIDE.configure_model ~TIDE.configure_optimizers ~TIDE.configure_sharded_model ~TIDE.cpu ~TIDE.cuda ~TIDE.double ~TIDE.eval ~TIDE.extra_repr ~TIDE.float ~TIDE.forward ~TIDE.freeze ~TIDE.get_buffer ~TIDE.get_extra_state ~TIDE.get_parameter ~TIDE.get_submodule ~TIDE.half ~TIDE.inference ~TIDE.ipu ~TIDE.load_from_checkpoint ~TIDE.load_state_dict ~TIDE.log ~TIDE.log_dict ~TIDE.lr_scheduler_step ~TIDE.lr_schedulers ~TIDE.manual_backward ~TIDE.modules ~TIDE.mtia ~TIDE.named_buffers ~TIDE.named_children ~TIDE.named_modules ~TIDE.named_parameters ~TIDE.on_after_backward ~TIDE.on_after_batch_transfer ~TIDE.on_before_backward ~TIDE.on_before_batch_transfer ~TIDE.on_before_optimizer_step ~TIDE.on_before_zero_grad ~TIDE.on_fit_end ~TIDE.on_fit_start ~TIDE.on_load_checkpoint ~TIDE.on_predict_batch_end ~TIDE.on_predict_batch_start ~TIDE.on_predict_end ~TIDE.on_predict_epoch_end ~TIDE.on_predict_epoch_start ~TIDE.on_predict_model_eval ~TIDE.on_predict_start ~TIDE.on_save_checkpoint ~TIDE.on_test_batch_end ~TIDE.on_test_batch_start ~TIDE.on_test_end ~TIDE.on_test_epoch_end ~TIDE.on_test_epoch_start ~TIDE.on_test_model_eval ~TIDE.on_test_model_train ~TIDE.on_test_start ~TIDE.on_train_batch_end ~TIDE.on_train_batch_start ~TIDE.on_train_end ~TIDE.on_train_epoch_end ~TIDE.on_train_epoch_start ~TIDE.on_train_start ~TIDE.on_validation_batch_end ~TIDE.on_validation_batch_start ~TIDE.on_validation_end ~TIDE.on_validation_epoch_end ~TIDE.on_validation_epoch_start ~TIDE.on_validation_model_eval ~TIDE.on_validation_model_train ~TIDE.on_validation_model_zero_grad ~TIDE.on_validation_start ~TIDE.optimizer_step ~TIDE.optimizer_zero_grad ~TIDE.optimizers ~TIDE.parameters ~TIDE.predict_dataloader ~TIDE.predict_step ~TIDE.prepare_data ~TIDE.print ~TIDE.register_backward_hook ~TIDE.register_buffer ~TIDE.register_forward_hook ~TIDE.register_forward_pre_hook ~TIDE.register_full_backward_hook ~TIDE.register_full_backward_pre_hook ~TIDE.register_load_state_dict_post_hook ~TIDE.register_load_state_dict_pre_hook ~TIDE.register_module ~TIDE.register_parameter ~TIDE.register_state_dict_post_hook ~TIDE.register_state_dict_pre_hook ~TIDE.remove_var ~TIDE.requires_grad_ ~TIDE.save_hyperparameters ~TIDE.set_extra_state ~TIDE.set_submodule ~TIDE.setup ~TIDE.share_memory ~TIDE.state_dict ~TIDE.teardown ~TIDE.test_dataloader ~TIDE.test_step ~TIDE.to ~TIDE.to_empty ~TIDE.to_onnx ~TIDE.to_torchscript ~TIDE.toggle_optimizer ~TIDE.toggled_optimizer ~TIDE.train ~TIDE.train_dataloader ~TIDE.training_step ~TIDE.transfer_batch_to_device ~TIDE.type ~TIDE.unfreeze ~TIDE.untoggle_optimizer ~TIDE.val_dataloader ~TIDE.validation_step ~TIDE.xpu ~TIDE.zero_grad .. rubric:: Attributes .. autosummary:: ~TIDE.CHECKPOINT_HYPER_PARAMS_KEY ~TIDE.CHECKPOINT_HYPER_PARAMS_NAME ~TIDE.CHECKPOINT_HYPER_PARAMS_TYPE ~TIDE.T_destination ~TIDE.automatic_optimization ~TIDE.call_super_init ~TIDE.current_epoch ~TIDE.description ~TIDE.device ~TIDE.device_mesh ~TIDE.dtype ~TIDE.dump_patches ~TIDE.example_input_array ~TIDE.fabric ~TIDE.global_rank ~TIDE.global_step ~TIDE.handle_categorical_variables ~TIDE.handle_future_covariates ~TIDE.handle_multivariate ~TIDE.handle_quantile_loss ~TIDE.hparams ~TIDE.hparams_initial ~TIDE.local_rank ~TIDE.logger ~TIDE.loggers ~TIDE.on_gpu ~TIDE.strict_loading ~TIDE.trainer ~TIDE.training