├── .gitignore ├── .pylintrc ├── .vscode └── settings.json ├── CONTRIBUTING.md ├── LICENSE.md ├── README.md ├── containers ├── README.md └── main.py ├── deep_architect ├── __init__.py ├── contrib │ ├── __init__.py │ ├── communicators │ │ ├── __init__.py │ │ ├── communicator.py │ │ ├── file_communicator.py │ │ ├── file_utils.py │ │ ├── mongo_communicator.py │ │ └── mpi_communicator.py │ ├── deep_learning_backend │ │ ├── __init__.py │ │ ├── backend.py │ │ ├── general_ops.py │ │ ├── keras_ops.py │ │ ├── pytorch_ops.py │ │ ├── tensorflow_eager_ops.py │ │ ├── tensorflow_keras_ops.py │ │ └── tensorflow_ops.py │ └── misc │ │ ├── __init__.py │ │ ├── calibration_utils.py │ │ ├── datasets │ │ ├── __init__.py │ │ ├── augmentation.py │ │ ├── cifar10_tf.py │ │ ├── dataset.py │ │ └── loaders.py │ │ ├── evaluators │ │ ├── __init__.py │ │ └── tensorflow │ │ │ ├── __init__.py │ │ │ ├── classification.py │ │ │ ├── gcloud_utils.py │ │ │ └── tpu_estimator_classification.py │ │ ├── gpu_utils.py │ │ └── search_spaces │ │ ├── __init__.py │ │ ├── tensorflow │ │ ├── __init__.py │ │ ├── cnn2d.py │ │ ├── cnn3d.py │ │ ├── common.py │ │ ├── dnn.py │ │ └── rnn.py │ │ └── tensorflow_eager │ │ ├── __init__.py │ │ ├── genetic_space.py │ │ ├── hierarchical_space.py │ │ ├── nasbench_space.py │ │ └── nasnet_space.py ├── core.py ├── helpers │ ├── __init__.py │ ├── keras_support.py │ ├── pytorch_support.py │ ├── tensorflow_eager_support.py │ └── tensorflow_support.py ├── hyperparameters.py ├── modules.py ├── search_logging.py ├── searchers │ ├── __init__.py │ ├── common.py │ ├── mcts.py │ ├── random.py │ ├── regularized_evolution.py │ ├── smbo_mcts.py │ ├── smbo_random.py │ └── successive_narrowing.py ├── surrogates │ ├── __init__.py │ ├── common.py │ ├── dummy.py │ └── hashing.py ├── utils.py └── visualization.py ├── dev ├── __init__.py ├── enas │ ├── __init__.py │ ├── evaluator │ │ ├── __init__.py │ │ └── enas_evaluator.py │ ├── search_space │ │ ├── __init__.py │ │ ├── common_ops.py │ │ └── enas_search_space.py │ └── searcher │ │ ├── __init__.py │ │ ├── enas_common_ops.py │ │ └── enas_searcher.py ├── evaluators │ ├── estimator_classification.py │ ├── nasbench_evaluator.py │ └── tpu_keras_evaluator.py ├── examples │ └── full_benchmarks │ │ ├── arch_search.py │ │ ├── experiment_config.json │ │ ├── search_space_factory.py │ │ └── searcher.py ├── explorer │ └── main.py ├── google_communicator │ ├── __init__.py │ ├── data_loader.py │ ├── dockerfiles │ │ └── DOCKERFILE │ ├── experiment_config.json │ ├── master.py │ ├── master.yaml │ ├── search_space_factory.py │ ├── searcher.py │ ├── worker.py │ ├── worker_permanent.yaml │ └── worker_preemptible.yaml ├── helpers │ ├── __init__.py │ └── dynet_support.py ├── hyperband │ ├── common.py │ ├── hyperband.py │ └── test_hyperband.py ├── multiworking.py ├── tox.ini └── tutorials │ ├── deep_learning_frameworks.rst │ ├── full_search │ ├── launch_file_based_search.sh │ ├── launch_mpi_based_search.sh │ └── search.py │ ├── mnist │ ├── dynet │ │ └── mnist_dynet.py │ ├── mnist_tutorial.py │ └── tensorflow │ │ └── mnist_tf_keras.py │ ├── multiworker │ ├── evaluator.py │ ├── master.py │ ├── search_space.py │ ├── searcher.py │ └── tutorial.md │ ├── search_spaces_in_the_literature │ ├── main.py │ ├── main_deep_architect.py │ ├── main_genetic.py │ └── main_hierarchical.py │ └── weight_sharing │ └── weight_sharing │ └── main.py ├── docs ├── Makefile ├── main_get_code_from_docs.py ├── main_update_code_in_docs.py └── source │ ├── _static │ └── css │ │ └── pytorch_theme.css │ ├── conf.py │ ├── contributing.rst │ ├── deep_architect_api.rst │ ├── index.rst │ ├── logo │ └── logo.svg │ ├── readme.rst │ ├── tutorials.rst │ └── tutorials │ ├── logging_and_visualization.rst │ ├── new_frameworks.rst │ ├── new_modules.rst │ ├── new_searchers.rst │ └── search_space_constructs.rst ├── examples ├── README.md ├── benchmarks │ ├── configs │ │ ├── benchmark_full.json │ │ ├── debug.json │ │ └── server_debug.json │ ├── main.py │ ├── search_spaces.py │ └── searchers.py ├── contrib │ ├── README.md │ └── kubernetes │ │ ├── README │ │ ├── __init__.py │ │ ├── dockerfiles │ │ └── DOCKERFILE │ │ ├── experiment_config.json │ │ ├── launch_kube_job.sh │ │ ├── master.py │ │ ├── master.yaml │ │ ├── search_space_factory.py │ │ ├── searcher.py │ │ ├── train_best_config.json │ │ ├── train_best_master.py │ │ ├── train_best_master.yaml │ │ ├── worker.py │ │ ├── worker_permanent.yaml │ │ └── worker_preemptible.yaml ├── framework_starters │ ├── main_keras.py │ ├── main_pytorch.py │ └── main_tensorflow.py ├── mnist │ └── main.py ├── mnist_with_logging │ ├── configs │ │ ├── debug.json │ │ └── full.json │ └── main.py └── simplest_multiworker │ ├── configs │ └── debug.json │ ├── master.py │ ├── run.sh │ ├── search_space.py │ └── worker.py ├── setup.py ├── tests └── contrib │ └── README.md └── utils.sh /.gitignore: -------------------------------------------------------------------------------- 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