├── .gitignore ├── LICENSE ├── README.md ├── __init__.py ├── args.py ├── data.py ├── estim ├── dist.py ├── gestim.py ├── gvar.py ├── nuq.py ├── optim.py └── sgd.py ├── grid ├── __init__.py ├── abl.py ├── cluster.py └── nuq.py ├── grid_run.py ├── job.sh ├── jobs └── .gitkeep ├── kill.sh ├── log_plotter.py ├── log_utils.py ├── main └── gvar.py ├── models ├── __init__.py ├── cifar10.py ├── cifar10_wresnet.py ├── cifar10_wresnet2.py ├── clone_model.py ├── imagenet.py ├── linreg.py ├── logreg.py ├── loss.py └── mnist.py ├── notebooks ├── figs │ └── variance-change.pdf ├── figs_acc.ipynb ├── figs_acc │ ├── bits-t.pdf │ ├── bits-v.pdf │ ├── bucket-size-t.pdf │ ├── bucket-size-v.pdf │ ├── l-bits-t.pdf │ ├── l-bits-v.pdf │ ├── l-bucket-size-t.pdf │ ├── l-bucket-size-v.pdf │ ├── li-bits-t.pdf │ ├── li-bits-v.pdf │ ├── li-bucket-size-t.pdf │ ├── li-bucket-size-v.pdf │ ├── lo-bits-t.pdf │ ├── lo-bits-v.pdf │ ├── lo-bucket-size-t.pdf │ └── lo-bucket-size-v.pdf ├── figs_levels.ipynb ├── figs_levels │ ├── li-resnet-32.pdf │ ├── lo-resnet-32.pdf │ └── resnet-32.pdf ├── figs_nuq.ipynb ├── figs_nuq │ ├── imagenet-full-e.png │ ├── imagenet-full-e │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── imagenet-full-g-e.png │ ├── imagenet-full-g-e │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── imagenet-full-g.png │ ├── imagenet-full-g │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── imagenet-full.png │ ├── imagenet-full │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── imagenet-half-e.png │ ├── imagenet-half-e │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── imagenet-half-g-e.png │ ├── imagenet-half-g-e │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── imagenet-half-g.png │ ├── imagenet-half-g │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── imagenet-half.png │ ├── imagenet-half │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet110-bs-16-bits-3-e.png │ ├── resnet110-bs-16-bits-3-e │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet110-bs-16-bits-3-g-e.png │ ├── resnet110-bs-16-bits-3-g-e │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet110-bs-16-bits-3-g.png │ ├── resnet110-bs-16-bits-3-g │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet110-bs-16-bits-3.png │ ├── resnet110-bs-16-bits-3 │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet32-bs-16-bits-3-e │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet32-bs-16-bits-3-g-e │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet32-bs-16-bits-3-g.png │ ├── resnet32-bs-16-bits-3-g │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet32-bs-16-bits-3.png │ ├── resnet32-bs-16-bits-3 │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet32-bs-16-bits-4-g.png │ ├── resnet32-bs-16-bits-4-g │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet32-bs-16-bits-4.png │ ├── resnet32-bs-16-bits-4 │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet32-bs-81-bits-3-e.png │ ├── resnet32-bs-81-bits-3-e │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet32-bs-81-bits-3-g-e.png │ ├── resnet32-bs-81-bits-3-g-e │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet32-bs-81-bits-3-g.png │ ├── resnet32-bs-81-bits-3-g │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet32-bs-81-bits-3.png │ ├── resnet32-bs-81-bits-3 │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet32-bs-81-bits-4-g.png │ ├── resnet32-bs-81-bits-4-g │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf │ ├── resnet8-bs-16-bits-3-g-e.png │ └── resnet8-bs-16-bits-3-g-e │ │ ├── Tloss-li.pdf │ │ ├── Tloss-lo.pdf │ │ ├── Tloss.pdf │ │ ├── Vacc-li.pdf │ │ ├── Vacc-lo.pdf │ │ ├── Vacc.pdf │ │ ├── Vloss-li.pdf │ │ ├── Vloss-lo.pdf │ │ ├── Vloss.pdf │ │ ├── est_var-li.pdf │ │ ├── est_var-lo.pdf │ │ ├── est_var.pdf │ │ ├── nb_error-li.pdf │ │ ├── nb_error-lo.pdf │ │ └── nb_error.pdf ├── figs_nuq_paper.ipynb └── figs_variance_change.ipynb ├── nuq ├── cuda │ ├── Makefile │ ├── README.md │ ├── __init__.py │ ├── pybind │ │ └── bind.cpp │ ├── qdq.py │ ├── requirements.txt │ ├── setup.py │ ├── src │ │ ├── gpu.cuh │ │ ├── ops_gpu.cpp │ │ ├── ops_gpu.cu │ │ ├── ops_gpu.cuh │ │ └── ops_gpu.h │ └── test.py └── quantize.py ├── options ├── 10class │ └── default.yaml ├── 5class │ └── default.yaml ├── cifar10 │ └── default.yaml ├── cifar100 │ └── default.yaml ├── default.yaml ├── imagenet │ └── default.yaml ├── logreg │ └── default.yaml ├── mnist │ └── default.yaml └── svhn │ └── default.yaml ├── pjobs ├── imagenet_full.sh ├── resnet110.sh └── resnet32.sh ├── start.sh ├── stats.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tabrizian/learning-to-quantize/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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