CODEWITHSUNDEEP
tensorflow-serving
skrishnan_v
skrishnan_v

Reputation: 31

How to make tensorflow-serving example work

I am trying out the tensorflow example from the tutorial page

at the third step

# Start TensorFlow Serving container and open the REST API port
docker run -t --rm -p 8501:8501 \
-v "$TESTDATA/saved_model_half_plus_two_cpu:/models/half_plus_two" \
-e MODEL_NAME=half_plus_two \
tensorflow/serving &

I get the following error message 2020-07-19 11:54:52.858203: E tensorflow_serving/sources/storage_path/file_system_storage_path_source.cc:362] FileSystemStoragePathSource encountered a filesystem access error: /models/half_plus_two; Permission denied

This is continuously repeated. I have installed the demo model as mentioned in the tutorial.

git clone https://github.com/tensorflow/serving
TESTDATA="$(pwd)/serving/tensorflow_serving/servables/tensorflow/testdata"

Can someone please help what am i missing? I am just starting off on the serving part.

Thanks

Krishnan

Upvotes: 1

Views: 281

Answers (1)

Jinto Lonappan
Jinto Lonappan

Reputation: 332

The problem could be with your -v parameter where you are binding the path.

Try (Change the source parameter):

docker run -p 8501:8501 --mount type=bind,\
source=/path/to/yourmodels/,\
target=/models/half_plus_two/1 \
-e MODEL_NAME=half_plus_two -t tensorflow/serving

Upvotes: 1

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