├── .gitattributes ├── .github └── workflows │ └── unit-build.yml ├── .gitignore ├── .pep8speaks.yml ├── Dockerfile ├── Dockerfile_gpu ├── LICENSE ├── README.md ├── cases ├── Seismic_inversion.ipynb └── butterfly_classification.py ├── docker ├── Dockerfile └── install.sh ├── example_datasets └── butterfly_cls │ ├── ADONIS │ ├── 1.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ └── 5.jpg │ ├── AFRICAN GIANT SWALLOWTAIL │ ├── 1.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ └── 5.jpg │ ├── AMERICAN SNOOT │ ├── 1.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ └── 5.jpg │ └── AN 88 │ ├── 1.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ └── 5.jpg ├── model.json ├── nas ├── __init__.py ├── caching │ ├── __init__.py │ └── graph_cache.py ├── composer │ ├── __init__.py │ ├── nn_composer.py │ └── requirements.py ├── data │ ├── __init__.py │ ├── dataset │ │ ├── __init__.py │ │ ├── builder.py │ │ ├── tf_dataset.py │ │ └── torch_dataset.py │ ├── filters.py │ ├── loader.py │ ├── nas_data.py │ ├── preprocessor.py │ └── setup_data.py ├── graph │ ├── __init__.py │ ├── base_graph.py │ ├── builder │ │ ├── __init__.py │ │ ├── base_graph_builder.py │ │ ├── cnn_builder.py │ │ └── resnet_builder.py │ ├── graph_utils.py │ ├── nn_graph_verifier.py │ └── node │ │ ├── __init__.py │ │ ├── adapter.py │ │ ├── nas_graph_node.py │ │ ├── nas_node_params.py │ │ ├── node_factory.py │ │ └── params_counter.py ├── model │ ├── __init__.py │ ├── constructor.py │ ├── model_interface.py │ └── pytorch │ │ ├── __init__.py │ │ ├── base_model.py │ │ └── layers │ │ ├── __init__.py │ │ └── layer_initializer.py ├── operations │ ├── __init__.py │ ├── evaluation │ │ ├── __init__.py │ │ ├── callbacks │ │ │ └── __init__.py │ │ └── metrics │ │ │ ├── __init__.py │ │ │ └── metrics.py │ ├── utils │ │ ├── ShapeCalculator.py │ │ └── __init__.py │ └── validation_rules │ │ ├── __init__.py │ │ └── cnn_val_rules.py ├── optimizer │ ├── __init__.py │ └── objective │ │ ├── __init__.py │ │ ├── future │ │ ├── __init__.py │ │ ├── nas_objective_evaluate.py │ │ └── objective.py │ │ ├── nas_cnn_optimiser.py │ │ └── nas_objective_evaluate.py ├── repository │ ├── __init__.py │ ├── existing_cnn_enum.py │ └── layer_types_enum.py └── utils │ ├── __init__.py │ ├── default_parameters.py │ └── utils.py ├── requirements.txt ├── setup.py └── tests ├── __init__.py └── unit ├── __init__.py ├── nas ├── __init__.py ├── composer │ ├── __init__.py │ ├── test_base_requirements.py │ ├── test_conv_requirements.py │ ├── test_model_requirements.py │ └── test_nn_composer.py ├── data │ ├── __init__.py │ ├── test_load_images.py │ ├── test_setup_data.py │ └── test_torch_dataset.py ├── graph │ ├── __init__.py │ ├── test_cnn_adapter.py │ └── test_cnn_builder.py ├── model │ ├── __init__.py │ ├── model_interface.py │ └── test_graph_converter.py ├── operations │ ├── __init__.py │ └── test_validation_rules.py └── utilities.py └── test_data ├── __init__.py ├── graph_conv_after_flatten.json ├── graph_no_conv.json ├── 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