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