SageMaker Container Support
This package makes it easier to build docker images which run on Amazon SageMaker. For example, the official SageMaker TensorFlow and MXNet images use this package. The requirements for SageMaker-compatible images are documented here: https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html
Features provided:
Integration with SageMaker Python SDK Estimators, including:
Downloading user-provided python code
Deserializing hyperparameters (which preserves their python types)
bin/entry.py, which acts as the docker entrypoint required by SageMaker
Reading in the metadata files provided to the container during training, as described here: https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-training-algo.html
nginx + Gunicorn HTTP server for serving inference requests which complies with the interface described here: https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-inference-code.html
License
This library is licensed under the Apache 2.0 License.
1 maintainer
Metadata
1 maintainer
Release files for sagemaker-container-support 1.1.3
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Release files / sagemaker_container_support-1.1.3.tar.gz
| Download URL | sagemaker_container_support-1.1.3.tar.gz |
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| Size | 21.0 kB |
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