mnist serving example

mnist serving example using Tensorflow 2.0 & python3

train

Training mnist with simple network and save as a saved model format

python3 train.py

install docker

You can download docker from below.

https://docs.docker.com/install/

serving using docker

Serving model using docker.

docker run -p 8501:8501 --mount type=bind,source=$PWD/mnist,target=/models/mnist -e MODEL_NAME=mnist -td tensorflow/serving:2.1.0-rc1

test

You can test rest api.

python3 client_test.py

https://seokhyun2.tistory.com/39