@akhtarameen were you able to test the suggestions in this post and the associated workflows using Keras and Conda environment propagation (for MacOSX and Windows)?
If this does work initially as @Kathrin has suggested it would be interesting to see your setup and especially the build-up of the network. If you could share that someone might be able to have a look.