Components:
Examples:
API:
BaseDataSaver
BaseDataSaver.save_file()
BaseDataSaver.save_folder()
BaseDataLoader
BaseDataLoader.load_file()
BaseDataLoader.exists_local_data_folder()
BaseDataLoader.preproc_dataset_available()
AbstractDatasetFetcher
AbstractDatasetFetcher.fetch_dataset()
BaseModelLoader
BaseModelLoader.load_model()
PyTorchS3ModelLoader
PyTorchS3ModelLoader.init_model()
PyTorchS3ModelLoader.init_optimizer()
PyTorchS3ModelLoader.init_scheduler()
PyTorchS3ModelLoader.init_amp()
AbstractModelSaver
AbstractModelSaver.save_model()
BaseModelSaver
BaseModelSaver.create_experiment_cloud_storage_folder_structure()
PyTorchS3ModelSaver
PyTorchS3ModelSaver.save_model()
KerasS3ModelSaver
KerasS3ModelSaver.save_model()
AbstractResultsSaver
AbstractResultsSaver.save_experiment_results()
BaseResultsSaver
BaseResultsSaver.create_experiment_cloud_storage_folder_structure()
S3ResultsSaver
S3ResultsSaver.save_experiment_results()
SESSender
SESSender.send_email()