├── .gitignore ├── LICENSE ├── README.md ├── docs ├── Makefile ├── _templates │ └── layout.html ├── build │ ├── doctrees │ │ ├── algorithm │ │ │ └── index.doctree │ │ ├── benchmark │ │ │ └── index.doctree │ │ ├── environment.pickle │ │ ├── hardware │ │ │ └── index.doctree │ │ └── index.doctree │ └── html │ │ ├── .buildinfo │ │ ├── _sources │ │ ├── algorithm │ │ │ └── index.rst.txt │ │ ├── benchmark │ │ │ └── index.rst.txt │ │ ├── hardware │ │ │ └── index.rst.txt │ │ └── index.rst.txt │ │ ├── _static │ │ ├── basic.css │ │ ├── contentui.css │ │ ├── contentui.js │ │ ├── css │ │ │ ├── badge_only.css │ │ │ ├── fonts │ │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ │ ├── fontawesome-webfont.eot │ │ │ │ ├── fontawesome-webfont.svg │ │ │ │ ├── fontawesome-webfont.ttf │ │ │ │ ├── fontawesome-webfont.woff │ │ │ │ ├── fontawesome-webfont.woff2 │ │ │ │ ├── lato-bold-italic.woff │ │ │ │ ├── lato-bold-italic.woff2 │ │ │ │ ├── lato-bold.woff │ │ │ │ ├── lato-bold.woff2 │ │ │ │ ├── lato-normal-italic.woff │ │ │ │ ├── lato-normal-italic.woff2 │ │ │ │ ├── lato-normal.woff │ │ │ │ └── lato-normal.woff2 │ │ │ ├── theme.css │ │ │ └── theme_overrides.css │ │ ├── doctools.js │ │ ├── documentation_options.js │ │ ├── file.png │ │ ├── fonts │ │ │ ├── Inconsolata-Bold.ttf │ │ │ ├── Inconsolata-Regular.ttf │ │ │ ├── Inconsolata.ttf │ │ │ ├── Lato-Bold.ttf │ │ │ ├── Lato-Regular.ttf │ │ │ ├── Lato │ │ │ │ ├── lato-bold.eot │ │ │ │ ├── lato-bold.ttf │ │ │ │ ├── lato-bold.woff │ │ │ │ ├── lato-bold.woff2 │ │ │ │ ├── lato-bolditalic.eot │ │ │ │ ├── lato-bolditalic.ttf │ │ │ │ ├── lato-bolditalic.woff │ │ │ │ ├── lato-bolditalic.woff2 │ │ │ │ ├── lato-italic.eot │ │ │ │ ├── lato-italic.ttf │ │ │ │ ├── lato-italic.woff │ │ │ │ ├── lato-italic.woff2 │ │ │ │ ├── lato-regular.eot │ │ │ │ ├── lato-regular.ttf │ │ │ │ ├── lato-regular.woff │ │ │ │ └── lato-regular.woff2 │ │ │ ├── RobotoSlab-Bold.ttf │ │ │ ├── RobotoSlab-Regular.ttf │ │ │ ├── RobotoSlab │ │ │ │ ├── roboto-slab-v7-bold.eot │ │ │ │ ├── roboto-slab-v7-bold.ttf │ │ │ │ ├── roboto-slab-v7-bold.woff │ │ │ │ ├── roboto-slab-v7-bold.woff2 │ │ │ │ ├── roboto-slab-v7-regular.eot │ │ │ │ ├── roboto-slab-v7-regular.ttf │ │ │ │ ├── roboto-slab-v7-regular.woff │ │ │ │ └── roboto-slab-v7-regular.woff2 │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ └── fontawesome-webfont.woff2 │ │ ├── images │ │ │ └── pipeline.png │ │ ├── jquery-3.5.1.js │ │ ├── jquery.js │ │ ├── js │ │ │ ├── badge_only.js │ │ │ ├── html5shiv-printshiv.min.js │ │ │ ├── html5shiv.min.js │ │ │ ├── modernizr.min.js │ │ │ └── theme.js │ │ ├── language_data.js │ │ ├── minus.png │ │ ├── plus.png │ │ ├── pygments.css │ │ ├── searchtools.js │ │ ├── underscore-1.13.1.js │ │ └── underscore.js │ │ ├── algorithm │ │ └── index.html │ │ ├── benchmark │ │ └── index.html │ │ ├── genindex.html │ │ ├── hardware │ │ └── index.html │ │ ├── index.html │ │ ├── objects.inv │ │ ├── search.html │ │ └── searchindex.js ├── make.bat └── source │ ├── _static │ ├── css │ │ └── theme_overrides.css │ └── images │ │ └── pipeline.png │ ├── algorithm │ └── index.rst │ ├── benchmark │ └── index.rst │ ├── conf.py │ ├── hardware │ └── index.rst │ └── index.rst ├── main.py ├── prototype ├── __init__.py ├── data │ ├── __init__.py │ ├── datasets │ │ ├── __init__.py │ │ ├── base_dataset.py │ │ └── imagenet_dataset.py │ ├── image_reader.py │ ├── imagenet_dataloader.py │ ├── metrics │ │ ├── __init__.py │ │ ├── base_evaluator.py │ │ └── imagenet_evaluator.py │ ├── sampler.py │ └── transforms.py ├── loss_functions │ ├── __init__.py │ └── loss.py ├── lr_scheduler │ ├── __init__.py │ └── scheduler.py ├── model │ ├── __init__.py │ ├── efficientnet_lite.py │ ├── mnasnet.py │ ├── mobilenet_v2.py │ ├── regnet.py │ └── resnet.py ├── optimizer │ └── __init__.py ├── quantization │ ├── apot.py │ ├── base_quantizer.py │ ├── bn_fold.py │ ├── dorefa.py │ ├── dsq.py │ ├── ema.py │ ├── lsq.py │ ├── observer.py │ ├── pact.py │ ├── prepare_quantization.py │ ├── prepare_tensorrt.py │ ├── qconfig.py │ ├── qil.py │ └── utils.py ├── solver │ ├── __init__.py │ ├── base_solver.py │ ├── cls_quant_eval_solver.py │ ├── cls_quant_new_solver.py │ ├── cls_quant_ptq_solver.py │ ├── cls_quant_solver.py │ ├── cls_solver.py │ └── cls_solver_convert.py └── utils │ ├── __init__.py │ ├── dist.py │ ├── ema.py │ └── misc.py ├── qbench_zoo ├── dorefa_experiments │ ├── effnet_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_tensorrt │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ └── resnet50_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh ├── dsq_experiments │ ├── effnet_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_tensorrt │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ └── resnet50_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh ├── foldbn_ablation_experiments │ ├── lsq │ │ ├── mobilenetv2_4bit_academic_bn-1 │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_bn0 │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_bn1 │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_bn2 │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_bn3 │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_bn4 │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_bn4_async │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── resnet18_4bit_academic_bn-1 │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── resnet18_4bit_academic_bn0 │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── resnet18_4bit_academic_bn1 │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── resnet18_4bit_academic_bn2 │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── resnet18_4bit_academic_bn3 │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── resnet18_4bit_academic_bn4 │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ └── resnet18_4bit_academic_bn4_async │ │ │ ├── config.yaml │ │ │ └── run.sh │ └── pact │ │ ├── mobilenetv2_4bit_academic_bn-1 │ │ ├── config.yaml │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_bn0 │ │ ├── config.yaml │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_bn1 │ │ ├── config.yaml │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_bn2 │ │ ├── config.yaml │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_bn3 │ │ ├── config.yaml │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_bn4 │ │ ├── config.yaml │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_bn4_async │ │ ├── config.yaml │ │ └── run.sh │ │ ├── resnet18_4bit_academic_bn-1 │ │ ├── config.yaml │ │ └── run.sh │ │ ├── resnet18_4bit_academic_bn0 │ │ ├── config.yaml │ │ └── run.sh │ │ ├── resnet18_4bit_academic_bn1 │ │ ├── config.yaml │ │ └── run.sh │ │ ├── resnet18_4bit_academic_bn2 │ │ ├── config.yaml │ │ └── run.sh │ │ ├── resnet18_4bit_academic_bn3 │ │ ├── config.yaml │ │ └── run.sh │ │ ├── resnet18_4bit_academic_bn4 │ │ ├── config.yaml │ │ └── run.sh │ │ └── resnet18_4bit_academic_bn4_async │ │ ├── config.yaml │ │ └── run.sh ├── initialization │ ├── dorefa_experiments │ │ ├── mobilenetv2_8bit_academic │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ ├── mobilenetv2_8bit_snpe │ │ │ ├── config.yaml │ │ │ └── run.sh │ │ └── mobilenetv2_8bit_tvm │ │ │ ├── config.yaml │ │ │ └── run.sh │ └── lsq_experiments │ │ ├── mobilenetv2_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ │ ├── mobilenetv2_4bit_academic_lsq │ │ ├── config.yaml │ │ ├── run.sh │ │ └── run_all.py │ │ ├── mobilenetv2_4bit_snpe_lsq │ │ ├── config.yaml │ │ ├── run.sh │ │ └── run_all.py │ │ ├── mobilenetv2_8bit_academic_lsq │ │ ├── config.yaml │ │ ├── run.sh │ │ └── run_all.py │ │ ├── mobilenetv2_8bit_snpe_lsq │ │ ├── config.yaml │ │ ├── run.sh │ │ └── run_all.py │ │ ├── resnet18_4bit_academic_lsq │ │ ├── config.yaml │ │ ├── run.sh │ │ └── run_all.py │ │ ├── resnet18_4bit_snpe_lsq │ │ ├── config.yaml │ │ ├── run.sh │ │ └── run_all.py │ │ ├── resnet18_8bit_academic_lsq │ │ ├── config.yaml │ │ ├── run.sh │ │ └── run_all.py │ │ └── resnet18_8bit_snpe_lsq │ │ ├── config.yaml │ │ ├── run.sh │ │ └── run_all.py ├── lsq_experiments │ ├── effnet_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_tensorrt │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ └── resnet50_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh ├── pact_experiments │ ├── effnet_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ ├── effnet_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ ├── mobilenetv2_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_tensorrt │ │ ├── config.yaml │ │ └── run.sh │ ├── regnet600_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet18_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_academic │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_acl │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_fbgemm │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_snpe │ │ ├── config.yaml │ │ └── run.sh │ ├── resnet50_4bit_trt │ │ ├── config.yaml │ │ └── run.sh │ └── resnet50_4bit_tvm │ │ ├── config.yaml │ │ └── run.sh └── qil_experiments │ ├── effnet_4bit_academic │ ├── config.yaml │ └── run.sh │ ├── effnet_4bit_acl │ ├── config.yaml │ └── run.sh │ ├── effnet_4bit_fbgemm │ ├── config.yaml │ └── run.sh │ ├── effnet_4bit_snpe │ ├── config.yaml │ └── run.sh │ ├── effnet_4bit_trt │ ├── config.yaml │ └── run.sh │ ├── effnet_4bit_tvm │ ├── config.yaml │ └── run.sh │ ├── mobilenetv2_4bit_academic │ ├── config.yaml │ └── run.sh │ ├── mobilenetv2_4bit_acl │ ├── config.yaml │ └── run.sh │ ├── mobilenetv2_4bit_fbgemm │ ├── config.yaml │ └── run.sh │ ├── mobilenetv2_4bit_snpe │ ├── config.yaml │ └── run.sh │ ├── mobilenetv2_4bit_trt │ ├── config.yaml │ └── run.sh │ ├── mobilenetv2_4bit_tvm │ ├── config.yaml │ └── run.sh │ ├── regnet600_4bit_academic │ ├── config.yaml │ └── run.sh │ ├── regnet600_4bit_acl │ ├── config.yaml │ └── run.sh │ ├── regnet600_4bit_fbgemm │ ├── config.yaml │ └── run.sh │ ├── regnet600_4bit_snpe │ ├── config.yaml │ └── run.sh │ ├── regnet600_4bit_tensorrt │ ├── config.yaml │ └── run.sh │ ├── regnet600_4bit_tvm │ ├── config.yaml │ └── run.sh │ ├── resnet18_4bit_academic │ ├── config.yaml │ └── run.sh │ ├── resnet18_4bit_acl │ ├── config.yaml │ └── run.sh │ ├── resnet18_4bit_fbgemm │ ├── config.yaml │ └── run.sh │ ├── resnet18_4bit_snpe │ ├── config.yaml │ └── run.sh │ ├── resnet18_4bit_trt │ ├── config.yaml │ └── run.sh │ ├── resnet18_4bit_tvm │ ├── config.yaml │ └── run.sh │ ├── resnet50_4bit_academic │ ├── config.yaml │ └── run.sh │ ├── resnet50_4bit_acl │ ├── config.yaml │ └── run.sh │ ├── resnet50_4bit_fbgemm │ ├── config.yaml │ └── run.sh │ ├── resnet50_4bit_snpe │ ├── config.yaml │ └── run.sh │ ├── resnet50_4bit_trt │ ├── config.yaml │ └── run.sh │ └── resnet50_4bit_tvm │ ├── config.yaml │ └── run.sh ├── requirements.txt └── spring ├── 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