Debugging Guide for TensorFlow

Below are suggested courses of action to try if you encounter various issues while training on Habana® Gaudi®. These can be tried in combination with data science best practices.

Note

Habana’s integration with TensorFlow does not currently support eager mode. Eager mode functions such as tf.config.experimental_run_functions_eagerly will not function as expected.

• Debugging Possible Model Errors
• Debugging Model Divergence
• Debugging Slow Convergence
• Troubleshooting your Model