Known Limitations with Amazon SageMaker Debugger - Amazon SageMaker

Known Limitations with Amazon SageMaker Debugger

Following are the known limitations for Amazon SageMaker Debugger:

  • Horovod support – Debugger does not support Horovod distributed training for Keras with TensorFlow backend framework.

  • Mirrored Strategy support – Debugger supports Mirrored Strategy distributed training for TensorFlow.

  • Parameter Server support – Parameter server-based distributed training is not supported.