This issue is to track progress on new features for embedding gradient clipping into the base application
At the moment if somebody wants to do gradient clipping they need to modify each application. The solution is to create a new method in the base application that is being called to processes the gradient before they are being applied.
[ ] Extend the base application with a process_gradients method
[ ] Implement the processing allowing the user to select which type of gradient clipping they desire
[ ] Create tests to see if the gradient clipping works and stabilizes the network
This issue is to track progress on new features for embedding gradient clipping into the base application
At the moment if somebody wants to do gradient clipping they need to modify each application. The solution is to create a new method in the base application that is being called to processes the gradient before they are being applied.