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add notebooks for BERT inference (#175)
* add notebooks for BERT inference * update documents and resolve comments
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README.md

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@@ -83,7 +83,9 @@ Once you have an ONNX model, it can be scored with a variety of tools.
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* [Serving PyTorch Models on AWS Lambda with Caffe2 & ONNX](https://machinelearnings.co/serving-pytorch-models-on-aws-lambda-with-caffe2-onnx-7b096806cfac)
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* [MXNet to ONNX to ML.NET with SageMaker, ECS and ECR](https://cosminsanda.com/posts/mxnet-to-onnx-to-ml.net-with-sagemaker-ecs-and-ecr/) - external link
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* [Convert CoreML YOLO model to ONNX, score with ONNX Runtime, and deploy in Azure](https://github.com/Azure/MachineLearningNotebooks/blob/master/how-to-use-azureml/deployment/onnx/onnx-convert-aml-deploy-tinyyolo.ipynb)
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* [Inference PyTorch Bert Model for High Performance in ONNX Runtime](tutorials/Inference-PyTorch-Bert-Model-for-High-Performance-in-ONNX-Runtime.ipynb)
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* [Inference TensorFlow Bert Model for High Performance in ONNX Runtime](tutorials/Inference-TensorFlow-Bert-Model-for-High-Performance-in-ONNX-Runtime.ipynb)
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* [Inference Bert Model for High Performance with ONNX Runtime on AzureML](tutorials/Inference-Bert-Model-for-High-Performance-with-ONNX-Runtime-on-AzureML.ipynb)
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## Other ONNX tools
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