As evidenced by #16 and #18, TANDA doesn't currently work correctly with the newest versions of TensorFlow. We developed with TF 1.2, and we know it works with that. But haven't confirmed our results with anything newer. We believe the primary issue is the application of batch norm, but there may have been other subtle op changes.