Installing TensorFlow serving without using a docker

Question

To the best of my efforts, I have found that there is no way to install TensorFlow serving without using a docker. Is the use of a docker firmly embedded with TensorFlow Serving or is there a workaround ?

Answer 1

You can install TensorFlow serving without using a docker:

• Building from source

• TensorFlow Serving Python API PIP package

  pip install tensorflow-serving-api

You can install TensorFlow serving using any of the following 3 ways :

• Installing using Docker

• Building from source

• TensorFlow Serving Python API PIP package

  pip install tensorflow-serving-api

https://www.tensorflow.org/tfx/serving/setup#tensorflow_serving_python_api_pip_package

https://github.com/tensorflow/serving/blob/master/tensorflow_serving/g3doc/setup.md