├── .flake8 ├── .gitignore ├── DeepHyperX ├── .dockerignore ├── .gitignore ├── Dockerfile ├── Parameters.json ├── README.md ├── __init__.py ├── batch.py ├── batch_prune.py ├── batch_read.py ├── custom_datasets.py ├── custom_models.py ├── datasets.py ├── image_compression.py ├── inference.py ├── main.py ├── model_compression.py ├── models.py ├── outputs │ ├── .gitignore │ ├── Architecture.png │ ├── Excel Evaluations │ │ ├── Cao Keras Inference Times.xlsx │ │ ├── Diagrams for Combination Comparison.xlsx │ │ ├── Evaluation Band Selection.xlsx │ │ ├── Evaluation BandSelection+Pruning+Quantization.xlsx │ │ ├── Evaluation BandSelection+Pruning.xlsx │ │ ├── Evaluation Channel Pruning Distiller.xlsx │ │ ├── Evaluation Models+Datasets.xlsx │ │ ├── Evaluation Pruning.xlsx │ │ ├── Evaluation Quantization Distiller.xlsx │ │ └── Evaluation Quantization ONNX Winmltools TFlite.xlsx │ ├── Master Thesis.pdf │ └── Thesis Defense.pptx ├── pruning │ ├── README.md │ ├── compressor.py │ ├── data │ │ └── MNIST │ │ │ ├── processed │ │ │ ├── test.pt │ │ │ └── training.pt │ │ │ └── raw │ │ │ ├── t10k-images-idx3-ubyte │ │ │ ├── t10k-labels-idx1-ubyte │ │ │ ├── train-images-idx3-ubyte │ │ │ └── train-labels-idx1-ubyte │ └── iterative_pruning.py ├── start.sh ├── utils.py └── vis.py ├── Experiment.ipynb ├── LICENSE.md ├── README.md ├── add_to_tensorboard.py ├── conversion_testfile.py ├── distiller ├── __init__.py ├── apputils │ ├── __init__.py │ ├── checkpoint.py │ ├── data_loaders.py │ ├── dataset_summaries.py │ └── execution_env.py ├── config.py ├── data_loggers │ ├── __init__.py │ ├── collector.py │ ├── logger.py │ └── tbbackend.py ├── directives.py ├── knowledge_distillation.py ├── learning_rate.py ├── model_summaries.py ├── models │ ├── __init__.py │ ├── cifar10 │ │ ├── __init__.py │ │ ├── plain_cifar.py │ │ ├── preresnet_cifar.py │ │ ├── resnet_cifar.py │ │ ├── resnet_cifar_earlyexit.py │ │ ├── simplenet_cifar.py │ │ └── vgg_cifar.py │ ├── imagenet │ │ ├── __init__.py │ │ ├── alexnet_batchnorm.py │ │ ├── mobilenet.py │ │ ├── preresnet_imagenet.py │ │ ├── resnet.py │ │ └── resnet_earlyexit.py │ └── mnist │ │ ├── __init__.py │ │ └── simplenet_mnist.py ├── modules │ ├── __init__.py │ ├── eltwise.py │ ├── grouping.py │ └── rnn.py ├── policy.py ├── pruning │ ├── __init__.py │ ├── automated_gradual_pruner.py │ ├── baidu_rnn_pruner.py │ ├── greedy_filter_pruning.py │ ├── level_pruner.py │ ├── magnitude_pruner.py │ ├── pruner.py │ ├── ranked_structures_pruner.py │ ├── sensitivity_pruner.py │ ├── splicing_pruner.py │ └── structure_pruner.py ├── quantization │ ├── __init__.py │ ├── clipped_linear.py │ ├── q_utils.py │ ├── quantizer.py │ ├── range_linear.py │ └── sim_bn_fold.py ├── regularization │ ├── __init__.py │ ├── drop_filter.py │ ├── group_regularizer.py │ ├── l1_regularizer.py │ └── regularizer.py ├── scheduler.py ├── sensitivity.py ├── summary_graph.py ├── thinning.py ├── thresholding.py └── utils.py ├── docs-src ├── README.md ├── doc-requirements.txt ├── docs │ ├── algo_earlyexit.md │ ├── algo_pruning.md │ ├── algo_quantization.md │ ├── conditional_computation.md │ ├── design.md │ ├── extra.css │ ├── imgs │ │ ├── agp_formula.png │ │ ├── alexnet-conv1-hist.png │ │ ├── alexnet-fc1-hist.png │ │ ├── alexnet-fc1-training-plot.png │ │ ├── alexnet_top5_sensitivity.png │ │ ├── algorithms-pruning.png │ │ ├── baidu_rnn_pruning.png │ │ ├── decision_boundary.png │ │ ├── distiller-design.png │ │ ├── gradual_pruning.png │ │ ├── knowledge_distillation.png │ │ ├── pruning_algorithm_pseudo_code.png │ │ ├── pruning_masking.png │ │ ├── pruning_structs_ex1.png │ │ ├── pruning_structs_ex2.png │ │ ├── pruning_structs_ex3.png │ │ ├── pruning_structs_ex4.png │ │ ├── pruning_structs_ex5.png │ │ ├── quant_asym.png │ │ ├── quant_clipped.png │ │ ├── quant_sym.png │ │ ├── resnet20_ssl.png │ │ ├── training_quant_flow.png │ │ ├── use-flow.png │ │ └── word_lang_model_performance.png │ ├── index.md │ ├── install.md │ ├── jupyter.md │ ├── knowledge_distillation.md │ ├── model_zoo.md │ ├── pruning.md │ ├── quantization.md │ ├── regularization.md │ ├── schedule.md │ ├── tutorial-lang_model.md │ ├── tutorial-struct_pruning.md │ └── usage.md ├── fix_index.py └── mkdocs.yml ├── docs ├── 404.html ├── algo_earlyexit.html ├── algo_pruning.html ├── algo_quantization.html ├── conditional_computation.html ├── css │ ├── theme.css │ └── theme_extra.css ├── design.html ├── extra.css ├── fonts │ ├── fontawesome-webfont.eot │ ├── fontawesome-webfont.svg │ ├── fontawesome-webfont.ttf │ └── fontawesome-webfont.woff ├── img │ └── favicon.ico ├── imgs │ ├── agp_formula.png │ ├── alexnet-conv1-hist.png │ ├── alexnet-fc1-hist.png │ ├── alexnet-fc1-training-plot.png │ ├── alexnet_top5_sensitivity.png │ ├── algorithms-pruning.png │ ├── baidu_rnn_pruning.png │ ├── decision_boundary.png │ ├── distiller-design.png │ ├── gradual_pruning.png │ ├── knowledge_distillation.png │ ├── pruning_algorithm_pseudo_code.png │ ├── pruning_masking.png │ ├── pruning_structs_ex1.png │ ├── pruning_structs_ex2.png │ ├── pruning_structs_ex3.png │ ├── pruning_structs_ex4.png │ ├── pruning_structs_ex5.png │ ├── quant_asym.png │ ├── quant_clipped.png │ ├── quant_sym.png │ ├── resnet20_ssl.png │ ├── training_quant_flow.png │ ├── use-flow.png │ └── word_lang_model_performance.png ├── index.html ├── install.html ├── js │ ├── jquery-2.1.1.min.js │ ├── modernizr-2.8.3.min.js │ └── theme.js ├── jupyter.html ├── knowledge_distillation.html ├── model_zoo.html ├── pruning.html ├── quantization.html ├── regularization.html ├── schedule.html ├── search.html ├── search │ ├── lunr.js │ ├── main.js │ ├── search_index.json │ └── worker.js ├── sitemap.xml.gz ├── tutorial-lang_model.html ├── tutorial-struct_pruning.html └── usage.html ├── examples ├── __init__.py ├── agp-pruning │ ├── alexnet.schedule_agp.yaml │ ├── mobilenet.imagenet.schedule_agp.yaml │ ├── mobilenet_imagenet_baseline_training.yaml │ ├── prune_resnext101_fine75.yaml │ ├── resnet18.schedule_agp.yaml │ ├── resnet20_filters.schedule_agp.yaml │ ├── resnet20_filters.schedule_agp_2.yaml │ ├── resnet20_filters.schedule_agp_3.yaml │ ├── resnet20_filters.schedule_agp_4.yaml │ ├── resnet50.schedule_agp.1x1x8-blocks.yaml │ ├── resnet50.schedule_agp.filters.yaml │ ├── resnet50.schedule_agp.filters_2.yaml │ ├── resnet50.schedule_agp.filters_3.yaml │ ├── resnet50.schedule_agp.filters_with_FC.yaml │ ├── resnet50.schedule_agp.yaml │ ├── resnet50_84.6-sparsity.schedule_agp.yaml │ ├── resnet50_pruning_for_accuracy.schedule_agp.yaml │ ├── word_lang_model.LARGE_70.schedule_agp.yaml │ ├── word_lang_model.LARGE_70B.schedule_agp.yaml │ ├── word_lang_model.LARGE_73.schedule_agp.yaml │ ├── word_lang_model.LARGE_80.schedule_agp.yaml │ ├── word_lang_model.LARGE_90.schedule_agp.yaml │ ├── word_lang_model.LARGE_95.schedule_agp.yaml │ └── word_lang_model.schedule_agp.yaml ├── automated_deep_compression │ ├── ADC.py │ ├── __init__.py │ ├── adc_random_env.py │ ├── adc_vgg16_cifar_finetuning.yaml │ ├── amc-results.ipynb │ ├── automl_args.py │ ├── ddpg │ │ ├── README │ │ ├── __init__.py │ │ ├── core.py │ │ └── ddpg.py │ ├── fine_tune.yaml │ ├── plain20_cifar_baseline_training.yaml │ ├── ppo-amc-results.ipynb │ ├── presets │ │ ├── ADC_ClippedPPO.py │ │ ├── ADC_DDPG.py │ │ └── ADC_PPO.py │ ├── sample_logs │ │ ├── clipped_ppo │ │ │ ├── accuracy-guaranteed_clipped-ppo.amc.csv │ │ │ └── macs_constrained_clipped-ppo.amc.csv │ │ └── coach_rl │ │ │ └── AMC-Plain20___2018.12.29-033839 │ │ │ ├── amc.csv │ │ │ ├── coach │ │ │ └── worker_0.simple_rl_graph.main_level.main_level.agent_0.csv │ │ │ └── events.out.tfevents.1546047525.cvds-18 │ └── vgg16_cifar_baseline_training.yaml ├── baidu-rnn-pruning │ └── word_lang_model.schedule_baidu_rnn.yaml ├── baseline_networks │ ├── cifar │ │ ├── plain20_cifar_baseline_training.yaml │ │ ├── preact_resnet_cifar_base_fp32.yaml │ │ ├── resnet20_cifar_baseline_training.yaml │ │ ├── resnet56_cifar_baseline_training.yaml │ │ └── vgg16_cifar_baseline_training.yaml │ └── imagenet │ │ ├── alexnet_bn_base_fp32.yaml │ │ ├── mobilenet_imagenet_baseline_training.yaml │ │ └── preact_resnet18_imagenet_base_fp32.yaml ├── classifier_compression │ ├── __init__.py │ ├── cd │ ├── compress_classifier.py │ ├── inspect_ckpt.py │ ├── logging.conf │ └── parser.py ├── drop_filter │ ├── plain20_cifar_dropfilter_training.yaml │ ├── plain20_cifar_dropfilter_training_regularization.yaml │ └── resnet20_cifar_randomlevel_training.yaml ├── greedy_pruning │ ├── greedy_pruning.ipynb │ └── sample_logs │ │ ├── 2019.01.08-185015 │ │ └── greedy.csv │ │ └── 2019.01.09-010040 │ │ └── greedy.csv ├── gss │ └── gss_channels-removal_training.yaml ├── hybrid │ ├── alexnet.schedule_agp_2Dreg.yaml │ └── alexnet.schedule_sensitivity_2D-reg.yaml ├── knowledge_distillation.txt ├── network_slimming │ └── resnet20_slimming.yaml ├── network_surgery │ ├── resnet20.network_surgery.yaml │ ├── resnet50.network_surgery.yaml │ └── resnet50.network_surgery2.yaml ├── network_trimming │ ├── resnet50.filters.activation_apoz_agp.yaml │ ├── resnet56_cifar_activation_apoz.yaml │ └── resnet56_cifar_activation_apoz_v2.yaml ├── pruning_filters_for_efficient_convnets │ ├── resnet56_cifar_baseline_training.yaml │ ├── resnet56_cifar_channel_rank.yaml │ ├── resnet56_cifar_filter_rank.yaml │ ├── resnet56_cifar_filter_rank_v2.yaml │ └── vgg19.schedule_filter_rank.yaml ├── quantization │ ├── fp32_baselines │ │ ├── alexnet_bn_base_fp32.yaml │ │ ├── preact_resnet18_imagenet_base_fp32.yaml │ │ └── preact_resnet_cifar_base_fp32.yaml │ ├── post_train_quant │ │ ├── command_line.md │ │ ├── resnet18_imagenet_post_train.yaml │ │ └── stats │ │ │ └── resnet18_quant_stats.yaml │ └── quant_aware_train │ │ ├── alexnet_bn_dorefa.yaml │ │ ├── preact_resnet18_imagenet_dorefa.yaml │ │ ├── preact_resnet20_cifar_pact.yaml │ │ ├── preact_resnet_cifar_dorefa.yaml │ │ └── quant_aware_train_linear_quant.yaml ├── sensitivity-analysis │ ├── alexnet-imagenet │ │ └── sensitivity.csv │ ├── mobilenet-imagenet │ │ └── sensitivity.csv │ ├── plain20-cifar │ │ └── plain20_cifar_sensitivity_filters.csv │ ├── resnet18-imagenet │ │ └── sensitivity.csv │ ├── resnet20-cifar │ │ ├── sensitivity.csv │ │ └── sensitivity_filter_wise.csv │ ├── resnet34-imagenet │ │ └── sensitivity.csv │ ├── resnet50-imagenet │ │ ├── resnet50.imagenet.sensitivity.csv │ │ └── resnet50.imagenet.sensitivity_filter_wise.csv │ ├── resnet56-cifar │ │ └── sensitivity_filter_wise.csv │ └── vgg16-cifar │ │ ├── vgg16_cifar_sensitivity_channels.csv │ │ └── vgg16_cifar_sensitivity_filters.csv ├── sensitivity-pruning │ ├── alexnet.schedule_sensitivity.yaml │ └── alexnet.schedule_sensitivity_direct.yaml ├── ssl │ ├── resnet20_cifar_baseline_training.yaml │ ├── ssl_4D-removal_finetuning.yaml │ ├── ssl_4D-removal_training.yaml │ ├── ssl_channels-removal_finetuning.yaml │ ├── ssl_channels-removal_finetuning_x1.8.yaml │ ├── ssl_channels-removal_training.yaml │ ├── ssl_channels-removal_training_x1.8.yaml │ ├── ssl_filter-removal_training.yaml │ └── vgg16_cifar_ssl_channels_training.yaml └── word_language_model │ ├── README.md │ ├── data.py │ ├── data │ └── wikitext-2 │ │ ├── README │ │ ├── test.txt │ │ ├── train.txt │ │ └── valid.txt │ ├── generate.py │ ├── logging.conf │ ├── main.py │ ├── manual_lstm_pretrained_stats.yaml │ ├── manual_lstm_pretrained_stats_new.yaml │ ├── model.py │ └── quantize_lstm.ipynb ├── imgs ├── banner1.png ├── ch_compute_stats.png ├── ch_sparsity_stats.png ├── ch_sparsity_stats_barchart.png ├── resnet18-sensitivity.png ├── resnet18_summary_compute.png ├── resnet18_summary_modules.png ├── resnet18_summary_png.png ├── resnet18_summary_sparsity.png ├── simplenet_training.png ├── sparse_dense_cmaps.png └── wiki │ ├── amc_accuracy_guaranteed_clipped_ppo.png │ ├── amc_flops_constrained_clipped_ppo.png │ └── distiller_star_gazer_Nov11_2018.png ├── jupyter ├── L1-regularization.ipynb ├── activation_histograms.ipynb ├── agp_schedule.ipynb ├── alexnet_insights.ipynb ├── compare_executions.ipynb ├── compression_insights.ipynb ├── distiller_jupyter_helpers.ipynb ├── experimental.ipynb ├── imagenet_classes.py ├── interactive_lr_scheduler.ipynb ├── language_model.ipynb ├── logging.conf ├── model_summary.ipynb ├── parameter_histograms.ipynb ├── performance.ipynb ├── pruning_channels_and_filters.ipynb ├── save_intermediate_feature_maps.ipynb ├── sensitivity_analysis.ipynb ├── truncated_svd.ipynb └── what_are_you_looking_at.ipynb ├── keras_models.py ├── licenses ├── bokeh-license.txt ├── bqplot-license.txt ├── gitpython-license.txt ├── graphviz-license.txt ├── ipywidgets-license.txt ├── jupyter-license.txt ├── matplotlib-license.txt ├── mkdocs-license.txt ├── numpy-license.txt ├── onnx-license.txt ├── pandas-license.txt ├── pydot-license.txt ├── python-markdown-license.txt ├── python-markdown-math-license.txt ├── pytorch-license.txt ├── pytorch-tnt-license.txt ├── pytorch-vision-license.txt ├── pyyaml-license.txt ├── qgrid-license.txt ├── scipy-license.txt ├── tensorflow-license.txt └── 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