├── .gitignore ├── README.md ├── distributed ├── README.md ├── distributed-training.ipynb └── pytorch_mnist.py ├── external ├── README.md ├── arize │ ├── README.md │ ├── serve_async.py │ ├── serve_sync.py │ ├── test_payload.txt │ └── train.py ├── dvc │ ├── .dvc │ │ ├── .gitignore │ │ ├── config │ │ └── plots │ │ │ ├── confusion.json │ │ │ ├── confusion_normalized.json │ │ │ ├── default.json │ │ │ ├── linear.json │ │ │ ├── scatter.json │ │ │ └── smooth.json │ ├── .dvcignore │ ├── .gitignore │ ├── README.md │ ├── dvc-demo.ipynb │ └── new_york_city_pumpkin_prices.csv.dvc ├── ludwig │ ├── .gitignore │ ├── README.md │ ├── cfg.yaml │ ├── notebooks │ │ └── ludwig.ipynb │ ├── scripts │ │ ├── download_data.sh │ │ └── train_model.sh │ ├── serve.py │ └── wine_reviews │ │ └── cfg.yaml ├── prefect │ ├── README.md │ ├── example_advanced_flow.py │ └── example_flow.py ├── spark │ ├── README.md │ ├── featurization-in-spark-on-databricks.ipynb │ └── xgbost-model-on-spell.ipynb └── tvm │ ├── Dockerfile │ ├── README.md │ ├── environment.yml │ └── scripts │ ├── install_tvm.sh │ ├── test_mobilenet.py │ └── tvm_funcs.py ├── hyper ├── README.md ├── basic.py ├── cifar10_cnn.py ├── from-api.py └── hyperparamater-search.ipynb ├── keras ├── README.md ├── cifar10_cnn.py └── mnist.py ├── metrics ├── README.md ├── basic.py ├── pytorch.py └── read.py ├── modelservers ├── README.md ├── auth │ └── serve.py ├── bert_squad │ ├── get_model.py │ ├── paragraph.txt │ └── predictor.py ├── cifar │ ├── predictor.py │ ├── query_server.py │ └── quickstart.ipynb ├── hello_nvidia │ └── predictor.py ├── resnet50 │ ├── README.md │ ├── cat.jpeg │ ├── loadtest.ipynb │ ├── loadtest.py │ ├── predictor.py │ └── save_resnet50.py └── simple_metrics │ └── predictor.py ├── python-client ├── README.md └── python-quickstart.ipynb ├── spot ├── README.md ├── reentrancy-demo.ipynb ├── train.py ├── train_reentrant.py ├── train_resumable.py └── unet.py └── workflows ├── .gitignore ├── README.md ├── simple.py ├── with-metrics ├── 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