├── Images ├── EFFICIENTNET_CIFAR100_train_loss.png ├── EFFICIENTNET_CIFAR10_train_lossMin_time120.png ├── MobileNetV2_CIFAR-100_Test.png ├── MobileNetV2_CIFAR-100_eval_acc.png ├── MobileNetV2_CIFAR-100_step_sizes.png ├── MobileNetV2_CIFAR-100_train_loss.png ├── ResNetCifarMin30.png ├── explanation.png └── explanation_website_description.png ├── PAL_evaluation_experiments ├── .idea │ ├── .gitignore │ ├── PAL_Experiments.iml │ ├── inspectionProfiles │ │ ├── Project_Default.xml │ │ └── profiles_settings.xml │ ├── misc.xml │ ├── modules.xml │ └── vcs.xml ├── Datasets │ ├── README.txt │ └── tolstoi.npy ├── README.txt ├── code_ │ ├── abstract_net_class.py │ ├── data_augment.py │ ├── dataset_loader.py │ ├── dropout │ │ └── dropout.py │ ├── framework_utils.py │ ├── main.py │ ├── net_frame.py │ ├── net_frame_ol.py │ ├── networks │ │ ├── dense_net │ │ │ ├── dense_net_IM.py │ │ │ ├── dense_net_cifar10.py │ │ │ ├── dense_net_cifar100.py │ │ │ └── densenet_im_model.py │ │ ├── efficient_net │ │ │ ├── efficient_net_IM.py │ │ │ ├── efficient_net_cifar10.py │ │ │ ├── efficient_net_cifar100.py │ │ │ ├── efficientnet_builder_cifar.py │ │ │ ├── efficientnet_builder_im.py │ │ │ ├── efficientnet_model_cifar.py │ │ │ ├── efficientnet_model_im.py │ │ │ └── utils.py │ │ ├── mnist_simple │ │ │ └── simple_mnist_net.py │ │ ├── mobile_netv2 │ │ │ ├── conv_blocks.py │ │ │ ├── mobile_net_v2_IM.py │ │ │ ├── mobile_net_v2_cifar10.py │ │ │ ├── mobile_net_v2_cifar100.py │ │ │ ├── mobile_net_v2_model_CIFAR.py │ │ │ ├── mobile_net_v2_model_IM.py │ │ │ └── mobilenet.py │ │ ├── res_net │ │ │ ├── resnet_101_IM.py │ │ │ ├── resnet_110_cifar.py │ │ │ ├── resnet_32_cifar10.py │ │ │ ├── resnet_32_cifar100.py │ │ │ ├── resnet_34_IN_style_cifar.py │ │ │ ├── resnet_50_IM.py │ │ │ ├── resnet_50_cifar.py │ │ │ ├── resnet_56_cifar.py │ │ │ ├── resnet_model.py │ │ │ └── resnet_model_sls.py │ │ └── tolstoi_net │ │ │ ├── tolstoi_char_rnn_model.py │ │ │ └── tolstoi_rnn.py │ ├── optimizers │ │ ├── PAL.py │ │ ├── SGDHD.py │ │ ├── SLS.py │ │ ├── alig.py │ │ ├── cocob.py │ │ ├── optimal_line_search.py │ │ └── optimizers.py │ └── tf_utils.py └── python_virtual_env_requirements.txt ├── PyTorch ├── __pycache__ │ └── networks.cpython-36.pyc ├── networks.py ├── pal_example.py └── pal_optimizer.py ├── README.md └── TensorFlow ├── __pycache__ ├── cifar10_loader.cpython-36.pyc ├── data_augment.cpython-36.pyc └── resnet_model.cpython-36.pyc ├── cifar10_loader.py ├── data_augment.py ├── dropout_with_random_value_reuse.py ├── log └── events.out.tfevents.1591094230.CS-WS02.event ├── pal_optimizer.py ├── pal_training_example.py └── resnet_model.py /Images/EFFICIENTNET_CIFAR100_train_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cogsys-tuebingen/PAL/HEAD/Images/EFFICIENTNET_CIFAR100_train_loss.png -------------------------------------------------------------------------------- /Images/EFFICIENTNET_CIFAR10_train_lossMin_time120.png: 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