aiweek19-serving-workshop

Materials for the AI Week 19' workshop - "Serving Deep Learning Models from a Data Science and Engineering Perspective" workshop

Installation

You will need Python installed - we used Python 3.6 for testing.

You will also need the required packages installed. Try pip install -r requirements.txt

Usefull Things to run

Cloud Config

docker run -it  --rm \
-p 8888:8888 \
hyness/spring-cloud-config-server \
--spring.cloud.config.server.git.uri=https://github.com/jeniag/aiweek19-serving-workshop.git \
--spring.cloud.config.server.git.searchPaths=config

Running training

python training/train.py --export-path=<some_export_path>

Tensorflow Serving

docker run -p 8500:8500 -p 8501:8501  --rm \
-v <some_export_path>:/models/my_model \
-e MODEL_NAME=my_model \
-t tensorflow/serving

Running the client

python client/app.py