Hey Everyone,
I am working on a ranking model and am pretty new to the world of tensor flow. As such I have been trying to adapt some Tensorflow ranking examples to work with my model which is trying to rank runners in a race. However I am having some issues getting my model to build. The model I am following uses the the tfrecords example list with context file format and assume my current issue is how I am generating that dataset. The error I get is ValueError: Feature finish_position is not in features dictionary. However, I am not sure how to inspect what the is in the features dictionary and what I am doing wrong to not have it in there. Can anyone assist me in debugging? At this point I am not really concerned about an optimal model (I am hardly including any features), rather just looking for it to build and iterate on.
Here is my python script
https://stranlabs.s3.us-west-1.amazonaws.com/tfrecords/JarvisMark3.py
My data files are listed in there but pulled in via the Keras get file util.
I also have these 2 other files.
- https://stranlabs.s3.us-west-1.amazonaws.com/tfrecords/tfexport.py This is the file I am using to pull files from my database
- https://stranlabs.s3.us-west-1.amazonaws.com/tfrecords/tfview.py This is the file I am trying to use to inspect the contents of my tfrecords files.
Can anyone help get me on the right path of getting my model to compile?