├── .dockerignore ├── .github └── pull_request_template.md ├── .gitignore ├── .style.yapf ├── LICENSE ├── README.md ├── benchmarks ├── _workflow_bert.sh ├── _workflow_dcgan.sh ├── _workflow_mobilenet.sh ├── _workflow_pointnet.sh ├── _workflow_resnet.sh ├── _workflow_transformer.sh ├── bert.py ├── dcgan.py ├── hfht_workflow.sh ├── mobilenet.py ├── pointnet.py ├── resnet.py ├── transformer.py └── workflow.sh ├── datasets ├── DCGAN_Download.md5 ├── DCGAN_Lsun_Data.md5 ├── corpus.py └── prepare_datasets.sh ├── docker ├── build.sh ├── install_docker.sh ├── launch.sh ├── launch_xla.sh ├── native1.6-cu10.2.Dockerfile ├── nvidia20.06.Dockerfile ├── nvidia20.08.Dockerfile ├── nvidia21.06.Dockerfile └── nvidia21.09.Dockerfile ├── docs ├── HFTA_PyTorch_Tutorial.ipynb ├── README.md ├── css │ └── style.css ├── files │ └── MLSys2021_HFTA_clean.pptx ├── images │ ├── Gennady_Pekhimenko.jpg │ ├── MLSys2021_HFTA_poster.png │ ├── Peiming_Yang.jpg │ ├── Shang_Wang.JPG │ ├── UofT_DCS_logo.png │ ├── Xin_Li.jpeg │ ├── Yuxuan_Zheng.jpeg │ ├── ecosystem.png │ └── intro.gif ├── index.html └── mlsys21 │ ├── README.md │ ├── a100_throughputs.md │ ├── tpu_v3_throughputs.md │ └── v100_rtx6000_throughputs.md ├── examples ├── bert │ ├── LICENSE │ ├── main.py │ └── model │ │ ├── __init__.py │ │ ├── bert.py │ │ ├── embedding.py │ │ ├── transformer.py │ │ └── utils.py ├── dcgan │ ├── LICENSE │ ├── main.py │ └── requirements.txt ├── hfht │ ├── mobilenet.py │ └── pointnet_classification.py ├── mobilenet │ ├── LICENSE.MobileNetV2 │ ├── LICENSE.MobileNetV3 │ ├── main.py │ ├── v2.py │ └── v3.py ├── pointnet │ ├── LICENSE │ ├── dataset.py │ ├── download.sh │ ├── model.py │ ├── modelnet_id.txt │ ├── num_seg_classes.txt │ ├── requirements.txt │ ├── train_classification.py │ └── train_segmentation.py ├── resnet │ ├── LICENSE │ ├── main.py │ ├── main_partially_fused.py │ ├── model.py │ ├── plot_convergence.py │ ├── plot_partially_fused.py │ └── utils.py └── transformer │ ├── LICENSE │ ├── main.py │ └── model.py ├── hfta ├── __init__.py ├── hfht │ ├── __init__.py │ ├── algorithms.py │ ├── algorithms_test.py │ ├── partition.py │ ├── partition_test.py │ ├── schedule.py │ ├── utils.py │ └── utils_test.py ├── ops │ ├── __init__.py │ ├── batchnorm.py │ ├── batchnorm_test.py │ ├── conv.py │ ├── conv_test.py │ ├── dropout2d.py │ ├── dropout2d_test.py │ ├── linear.py │ ├── linear_test.py │ ├── multiheadattention.py │ ├── multiheadattention_test.py │ ├── normalization.py │ ├── normalization_test.py │ ├── pooling.py │ ├── pooling_test.py │ ├── sparse.py │ ├── sparse_test.py │ ├── transformerencoderlayer.py │ └── utils.py ├── optim │ ├── __init__.py │ ├── _functional.py │ ├── adadelta.py │ ├── adadelta_test.py │ ├── adam.py │ ├── adam_test.py │ ├── lr_scheduler.py │ ├── lr_scheduler_test.py │ ├── partial.py │ └── utils.py └── workflow │ ├── __init__.py │ ├── dcgm_monitor.py │ ├── plan.py │ ├── plan_test.py │ ├── runner.py │ ├── timing.py │ ├── tpu_monitor.py │ └── utils.py ├── setup.py └── 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