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README.md

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Tensorflow-Serving-on-S3

  • model.config: Specify model names, paths, version policy & labels, logging configuration and more.

  • tf_serving.shell: shell scripts does not contain the configuration version

    aws-vault exec sandbox ./tf_serving.sh

    curl -d '{"instances": [1.0, 2.0, 5.0]}' -X POST http://localhost:8501/v1/models/half_plus_twsaved_model_half_plus_two_cpu:predict

  • tf_serving_config.shell: shell scripts contains the configuration version

    aws-vault exec sandbox ./tf_serving_config.sh

    curl -d '{"instances": [1.0, 2.0, 5.0]}' -X POST http://localhost:8501/v1/models/model1:predict

  • Reference:

    TensorFlow Serving with Docker

    Tensorflow Serving Configuration