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Keras code example for TF serving #424
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@dimitreOliveira, |
Hi @tilakrayal , thanks for the reference, but I am actually offering to write a "Keras code example" on how to do that with different use cases that might be helpful for new users, what I would like to know is if the Keras team thinks that this could be a good addition or if it wouldn't add to much here. |
@dimitreOliveira Can you please let us know what usecases are you proposing? Thanks!! |
Hi @gowthamkpr , Since the code examples are usually small I have two ideas of how it could go:
Do you think that any of those ideas would turn into good code examples? |
It would be great fit for https://keras.io/examples/keras_recipes/ |
Does these all fit into a Colab notebook? |
https://www.tensorflow.org/tfx/tutorials/serving/rest_simple |
Hi @haifeng-jin , yes |
Why use keras if you can use more dedicated inference frameworks such as tensorrt, openvino, onnx-runtime, TF ... |
I am not quite sure of what you mean here, but my idea is to create an example of serving Keras models with TFServing, both of them belong to the TensorFlow ecosystem. |
@dimitreOliveira |
Hi Dimitre, Thanks for offering to write an example on TFServing + Keras, I think it would be valuable. You can just open a PR on https://github.com/keras-team/keras-io. I agree that option 1 (focus on best practices) is more helpful. |
Awesome, thank you very much guys, I will start working on this next week. |
Hey there, I would be happy to write a Keras code example showcasing how to server Keras models using TF serving, let me know if you think that this would be useful, if yes it would be awesome if you can mention if you like to see something specific like serving vision, text, multiple models, or if just a minimal example would be fine.
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