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aws-samples/sagemaker-processing-framework-examples

sagemaker-processing-framework-examples

With commit b3c8bb1c, SM Python SDK introduced the FrameworkProcessor to use natively framework DLC with a SageMaker Processing job. Here is a repo with some examples.

Available examples

  • huggingface-sample: uses a HF Transformer model to enrich a dataset with sentiment analysis
  • mxnet-sample: uses MXNet GluonTS library to perform pre-processing of a time-series dataset
  • pytorch-sample: uses PyTorch Torch Vision library to extract features from images
  • tensorflow2-sample: uses a custom built Keras model that returns a prediction on the dataset

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