Tensorflow serving No versions of servable found under base path

I had same problem, the reason is because object detection api does not assign version of your model when exporting your detection model. However, tensorflow serving requires you to assign a version number of your detection model, so that you could choose different versions of your models to serve. In your case, you should put … Read more

Where should pre-processing and post-processing steps be executed when a TF model is served using TensorFlow serving?

I’m running over the same issue here, even if I’m not 100% sure yet on how to use the wordDict variable (I guess you use one too to map the words with its ids), the main pre-process and post-process functions are defined here: https://www.tensorflow.org/programmers_guide/saved_model as export_outputs and serving_input_receiver_fn. exports_outputs Needs to be defined in EstimatorSpec … Read more