java.lang.RuntimeException: Unexpected code Response{protocol=http/1.1, code=400, message=Bad Request, url=http://localhost:8501/v1/models/myfruit:predict} about serving HOT 6 CLOSED

@x13872140520, The error indicates that the Java client code for sending REST request to TF Serving API is sending a bad request. Please make sure you are making request in correct format. Here is a python example for making REST request to your model in TF Serving. Thank you!

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This issue has been marked stale because it has no recent activity since 7 days. It will be closed if no further activity occurs. Thank you.

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@singhniraj08 Thanks for the answer, this problem is solved, the problem is that the code training the model needs to add base64 related processing, as follow:

and then it can return the result of probability distribution as follow:
TensorFlow Serving response: {
"predictions": [[0.0142633133, 0.000105166473, 0.0256272946, 0.00341447047, 0.157596678, 0.00203850493, 0.561303079, 0.000357849116, 0.00741964, 0.227874041]
]
}。 but the new problem is that no matter what picture is predicted, this probability distribution is always the 7th largest.
I use the folder name as a label, to achieve the classification of pictures, everything in the python code environment is running well, can be correctly trained and predicted.

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@x13872140520, The probability distribution issue would be caused by some issue in model or when interpreting predictions from client side. Please make sure the model predictions are working correctly. And since there are no issues pending from Tensorflow Serving side, requesting you to close this issue. Thank you!

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This issue has been marked stale because it has no recent activity since 7 days. It will be closed if no further activity occurs. Thank you.

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