matrice package#
Submodules#
- matrice.action module
- matrice.actionTracker module
ActionTrackerActionTracker.rpcActionTracker.action_idActionTracker.action_id_strActionTracker.action_docActionTracker.action_typeActionTracker._idModelActionTracker._idModel_strActionTracker.sessionActionTracker.__init__()ActionTracker.add_index_to_category()ActionTracker.download_model()ActionTracker.get_checkpoint_path()ActionTracker.get_index_to_category()ActionTracker.get_job_params()ActionTracker.get_model_train()ActionTracker.log_epoch_results()ActionTracker.round_metrics()ActionTracker.save_evaluation_results()ActionTracker.update_status()ActionTracker.upload_checkpoint()
LocalActionTracker
- matrice.annotation module
AnnotationAnnotation.project_idAnnotation.annotation_idAnnotation.annotation_nameAnnotation.rpcAnnotation.annotation_detailsAnnotation.version_statusAnnotation.latest_versionAnnotation.last_updated_atAnnotation.project_typeAnnotation.__init__()Annotation.add_label()Annotation.annotate_classification_item()Annotation.create_dataset()Annotation.delete()Annotation.delete_item()Annotation.get_annotation_files()Annotation.get_categories()Annotation.get_item_history()Annotation.list_items()Annotation.refresh()Annotation.rename()Annotation.update_classification_item()
- matrice.compute module
ComputeInstanceComputeInstance.AliasComputeInstance.StatusComputeInstance.Price_HourComputeInstance.Machine_EFFComputeInstance.Service_ProviderComputeInstance.Launched_AtComputeInstance.Launch_DurationComputeInstance.Shutdown_ThresholdComputeInstance.GPU_TypeComputeInstance.GPU_MemoryComputeInstance.CPUComputeInstance.CoresComputeInstance.Memory_GBComputeInstance.Storage_GBComputeInstance.Storage_TypeComputeInstance.datetimeComputeInstance.datetime.astimezone()ComputeInstance.datetime.combine()ComputeInstance.datetime.ctime()ComputeInstance.datetime.date()ComputeInstance.datetime.dst()ComputeInstance.datetime.fromisoformat()ComputeInstance.datetime.fromtimestamp()ComputeInstance.datetime.isoformat()ComputeInstance.datetime.now()ComputeInstance.datetime.replace()ComputeInstance.datetime.strptime()ComputeInstance.datetime.time()ComputeInstance.datetime.timestamp()ComputeInstance.datetime.timetuple()ComputeInstance.datetime.timetz()ComputeInstance.datetime.tzname()ComputeInstance.datetime.utcfromtimestamp()ComputeInstance.datetime.utcnow()ComputeInstance.datetime.utcoffset()ComputeInstance.datetime.utctimetuple()ComputeInstance.datetime.foldComputeInstance.datetime.hourComputeInstance.datetime.maxComputeInstance.datetime.microsecondComputeInstance.datetime.minComputeInstance.datetime.minuteComputeInstance.datetime.resolutionComputeInstance.datetime.secondComputeInstance.datetime.tzinfo
ComputeInstance.timedeltaComputeInstance.__init__()ComputeInstance.delete()ComputeInstance.refresh()ComputeInstance.stop()ComputeInstance.update()
ComputeTypeadd_on_demand_instance()get_compute_status_summary()list_account_compute()list_instance_types()
- matrice.dataset module
DatasetDataset.dataset_idDataset.dataset_nameDataset.version_statusDataset.latest_versionDataset.no_of_samplesDataset.no_of_classesDataset.no_of_versionsDataset.last_updated_atDataset.summaryDataset.__init__()Dataset.add_data()Dataset.check_valid_spilts()Dataset.delete()Dataset.delete_item()Dataset.delete_version()Dataset.get_categories()Dataset.get_processed_versions()Dataset.list_items()Dataset.refresh()Dataset.rename()Dataset.split_data()Dataset.update_item_label()
get_dataset_size()upload_file()
- matrice.deploy module
- matrice.deployment module
DeploymentDeployment.sessionDeployment.rpcDeployment.project_idDeployment.deployment_idDeployment.deployment_nameDeployment.model_idDeployment.user_idDeployment.user_nameDeployment.action_idDeployment.auth_keysDeployment.runtime_frameworkDeployment.model_inputDeployment.model_typeDeployment.model_outputDeployment.deployment_typeDeployment.suggested_classesDeployment.running_instancesDeployment.auto_shutdownDeployment.auto_scaleDeployment.gpu_requiredDeployment.statusDeployment.hibernation_thresholdDeployment.image_store_confidence_thresholdDeployment.image_store_count_thresholdDeployment.images_stored_countDeployment.bucket_aliasDeployment.credential_aliasDeployment.created_atDeployment.updated_atDeployment.compute_aliasDeployment.is_optimizedDeployment.status_cardsDeployment.total_deploymentsDeployment.active_deploymentsDeployment.total_running_instances_countDeployment.hibernated_deploymentsDeployment.error_deploymentsDeployment.__init__()Deployment.create_auth_key()Deployment.create_dataset()Deployment.delete()Deployment.delete_auth_key()Deployment.get_deployment_server()Deployment.get_prediction()Deployment.refresh()Deployment.rename()Deployment.request_count_monitor()Deployment.request_latency_monitor()Deployment.request_total_monitor()Deployment.wakeup_deployment_server()
- matrice.drift_monitor module
- matrice.experiment module
ExperimentExperiment.__init__()Experiment.project_idExperiment.project_nameExperiment.sessionExperiment.rpcExperiment.models_for_trainingExperiment.experiment_idExperiment.experiment_nameExperiment.experiment_dataExperiment.dataset_idExperiment.dataset_nameExperiment.dataset_versionExperiment.primary_metricExperiment.model_inputsExperiment.model_outputsExperiment.target_runtimeExperiment.add_models_for_training()Experiment.get_best_model()Experiment.get_details()Experiment.list_models()Experiment.refresh()Experiment.stop_training()
- matrice.exported_model module
ExportedModelExportedModel.project_idExportedModel.model_export_idExportedModel.model_export_nameExportedModel.rpcExportedModel.__init__()ExportedModel.add_evaluation()ExportedModel.delete()ExportedModel.download_model()ExportedModel.get_details()ExportedModel.get_download_path()ExportedModel.get_evaluation_result()ExportedModel.get_prediction()ExportedModel.get_trained_model()ExportedModel.refresh()ExportedModel.rename()
- matrice.model_store module
BYOMBYOM.__init__()BYOM.add_action_config()BYOM.add_codebase()BYOM.add_or_update_model_info()BYOM.delete_action_config()BYOM.delete_model_family()BYOM.delete_model_info()BYOM.download_codebase()BYOM.get_byom_status()BYOM.get_codebase_details()BYOM.get_test_case_logs()BYOM.get_validation_logs()BYOM.update_action_config()BYOM.update_model_family()BYOM.validate_all()BYOM.validate_export_config()BYOM.validate_local_test_logs()BYOM.validate_model_info()BYOM.validate_train_config()
ModelArchModelArch.account_numberModelArch.project_idModelArch.model_family_nameModelArch.model_keyModelArch.last_refresh_timeModelArch.rpcModelArch.model_info_idModelArch.model_nameModelArch.model_family_idModelArch.params_millionsModelArch.export_formatsModelArch.model_configModelArch.__init__()ModelArch.get_default_export_config()ModelArch.get_export_action_configs()ModelArch.get_export_formats()ModelArch.get_model_action_configs()ModelArch.get_model_train_config()ModelArch.get_train_config()ModelArch.refresh()
ModelFamilyModelFamily.sessionModelFamily.account_numberModelFamily.project_idModelFamily.rpcModelFamily.model_family_idModelFamily.model_family_nameModelFamily.family_dataModelFamily.model_inputsModelFamily.model_outputsModelFamily.model_keysModelFamily.descriptionModelFamily.training_frameworkModelFamily.supported_runtimesModelFamily.benchmark_datasetsModelFamily.supported_metricsModelFamily.input_formatModelFamily.__get_model_family()ModelFamily.get_model_archs()ModelFamily.__init__()ModelFamily.get_model_archs()
byom_status_summary()check_family_exists_by_name()fetch_supported_runtimes_metrics()get_automl_config()list_private_model_archs()list_private_model_families()list_public_model_archs()list_public_model_families()
- matrice.models module
ModelModel.__init__()Model.add_evaluation()Model.delete()Model.download_model()Model.get_details()Model.get_download_path()Model.get_eval_result()Model.get_model_training_logs()Model.get_prediction()Model.model_test()Model.plot_epochs_losses()Model.plot_epochs_metrics()Model.plot_eval_results()Model.refresh()Model.rename()
- matrice.projects module
ProjectsProjects.sessionProjects.account_numberProjects.project_nameProjects.project_idProjects.project_inputProjects.output_typeProjects.__init__()Projects.change_status()Projects.create_annotation()Projects.create_deployment()Projects.create_experiment()Projects.create_model_export()Projects.delete()Projects.get_actions_logs()Projects.get_annotation()Projects.get_annotations_status_summary()Projects.get_dataset()Projects.get_dataset_status_summary()Projects.get_deployment()Projects.get_deployment_status_summary()Projects.get_experiment()Projects.get_exported_model()Projects.get_exported_models()Projects.get_latest_action_record()Projects.get_model()Projects.get_model_export_status_summary()Projects.get_model_status_summary()Projects.get_service_action_logs()Projects.import_cloud_dataset()Projects.import_local_dataset()Projects.invite_user_to_project()Projects.list_annotations()Projects.list_collaborators()Projects.list_datasets()Projects.list_deployments()Projects.list_drift_monitorings()Projects.list_experiments()Projects.list_exported_models()Projects.list_model_train()Projects.refresh()Projects.update_permissions()
- matrice.rpc module
- matrice.session module
- matrice.testing module
ModelDownloadMockSplitMetricStructTestingActionTrackerTestingActionTracker.__init__()TestingActionTracker.add_index_to_category()TestingActionTracker.add_logs()TestingActionTracker.cast_value()TestingActionTracker.convert_bbox_to_yolo()TestingActionTracker.create_data_yaml()TestingActionTracker.create_yolo_labels_from_mscoco_ann()TestingActionTracker.download_and_extract_dataset()TestingActionTracker.download_model()TestingActionTracker.get_checkpoint_path()TestingActionTracker.get_file_extension()TestingActionTracker.get_index_to_category()TestingActionTracker.get_job_params()TestingActionTracker.get_main_action_logs_path()TestingActionTracker.get_model_train()TestingActionTracker.load_action_config()TestingActionTracker.load_model_family_info()TestingActionTracker.load_model_info()TestingActionTracker.log_decorator()TestingActionTracker.log_epoch_results()TestingActionTracker.log_to_json()TestingActionTracker.mock_action_doc()TestingActionTracker.prepare_classification_dataset()TestingActionTracker.prepare_dataset()TestingActionTracker.prepare_detection_dataset()TestingActionTracker.prepare_yolo_dataset()TestingActionTracker.round_metrics()TestingActionTracker.save_evaluation_results()TestingActionTracker.update_status()TestingActionTracker.upload_checkpoint()TestingActionTracker.validate_metrics_structure()
TestingMatriceDeploydotdict
- matrice.token_auth module
- matrice.utils module