Enhance TensorFlow Inferencing

Open mellistibco opened this issue 7 years ago • 1 comments

Current behavior: The current implementation of the TensorFlow inference activity is very basic and should be enhanced to further support additional TensorFlow capabilities.

Expected behavior:

[ ] Validate the model against the metadata and the specified input feature set, etc. (#394)
[x] Support additional TensorFlow Estimator types (#393)
[ ] Support multiple versions of TensorFlow (#389)
[x] Allow multiple features as input into TF (#402)
[x] Allow multiple inferences at a time (i.e. a batch size >1) (#405)
[x] Include unit tests for Inference Activity #407

What is the motivation / use case for changing the behavior? Improve the stability of the Inference activity.

Additional information you deem important (e.g. I need this tomorrow):

Oct 04 '18 23:10 mellistibco

#393 , #402 , #405 , and #407 were all rolled into the below PR. I basically overhauled the feature inputs for the inference activity.

https://github.com/TIBCOSoftware/flogo-contrib/pull/303#pullrequestreview-165312153

Oct 16 '18 18:10 abramvandergeest