├── LICENSE ├── README.md ├── __init__.py ├── caffe_client.py ├── caffe_multiclient.sh ├── index.html ├── libs ├── __init__.py ├── caffe │ ├── __init__.py │ ├── model_exec.py │ ├── model_gen.py │ ├── run_caffe_command_line.py │ └── string_to_model.py ├── grammar │ ├── __init__.py │ ├── cnn.g │ ├── cnn.py │ ├── q_learner.py │ ├── q_protocol.py │ ├── state_enumerator.py │ ├── state_string_utils.py │ └── test_cnn_grammar.py ├── input_modules │ ├── __init__.py │ ├── get_datasets.py │ ├── lmdb_creator.py │ └── preprocessing.py └── misc │ ├── __init__.py │ └── clear_trained_models.py ├── models ├── __init__.py ├── cifar10 │ ├── __init__.py │ ├── hyper_parameters.py │ └── state_space_parameters.py ├── mnist │ ├── __init__.py │ ├── hyper_parameters.py │ └── state_space_parameters.py ├── svhn │ ├── __init__.py │ ├── hyper_parameters.py │ └── state_space_parameters.py └── svhn_small_for_stability │ ├── __init__.py │ ├── hyper_parameters.py │ └── state_space_parameters.py ├── q_server.py ├── requirements.txt ├── static ├── baker_et_al_reinforcement_networks_iclr_final.pdf ├── prototxt │ ├── cifar10_0.prototxt │ ├── cifar10_1.prototxt │ ├── cifar10_2.prototxt │ ├── cifar10_3.prototxt │ ├── cifar10_4.prototxt │ ├── cifar10_5.prototxt │ ├── mnist_0.prototxt │ ├── mnist_1.prototxt │ ├── mnist_2.prototxt │ ├── mnist_3.prototxt │ ├── mnist_4.prototxt │ ├── mnist_5.prototxt │ ├── mnist_6.prototxt │ ├── mnist_7.prototxt │ ├── mnist_8.prototxt │ ├── mnist_9.prototxt │ ├── svhn_0.prototxt │ ├── svhn_1.prototxt │ ├── svhn_2.prototxt │ ├── svhn_3.prototxt │ └── svhn_4.prototxt ├── solver │ ├── cifar10_0_solver.prototxt │ ├── cifar10_1_solver.prototxt │ ├── cifar10_2_solver.prototxt │ ├── cifar10_3_solver.prototxt │ ├── cifar10_4_solver.prototxt │ ├── mnist_0_solver.prototxt │ ├── mnist_1_solver.prototxt │ ├── mnist_2_solver.prototxt │ ├── mnist_3_solver.prototxt │ ├── mnist_4_solver.prototxt │ ├── mnist_5_solver.prototxt │ ├── mnist_6_solver.prototxt │ ├── mnist_7_solver.prototxt │ ├── mnist_8_solver.prototxt │ ├── mnist_9_solver.prototxt │ ├── svhn_0_solver.prototxt │ ├── svhn_1_solver.prototxt │ ├── svhn_2_solver.prototxt │ ├── svhn_3_solver.prototxt │ └── svhn_4_solver.prototxt ├── style.css └── team │ ├── bowen.jpg │ ├── nikhil.jpg │ ├── otkrist.jpg │ ├── peter.jpg │ └── ramesh.jpg └── test ├── __init__.py ├── needed_for_testing ├── __init__.py ├── hyper_parameters.py ├── q_values.csv ├── q_values.csv.test ├── replay_database.csv └── state_space_parameters.py ├── test_all.py ├── test_arch_generator.py ├── test_base.py ├── test_q_learner.py ├── test_q_protocol.py ├── test_q_server.py ├── test_q_values.py └── test_state_enumerator.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bowenbaker/metaqnn/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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