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TensorBoard-Neuron Release Notes

[1.15.0.1.0.306.0]

Date 12/1/2019

Summary

Major New Features

Resolved Issues

Known Issues & Limits

Same as prior release

Other Notes

[1.15.0.1.0.280.0]

Date 11/29/2019

Summary

Initial release packaged with DLAMI.

Major New Features

N/A, initial release.

See user guide here: https://github.com/aws/aws-neuron-sdk/blob/master/docs/neuron-tools/getting-started-tensorboard-neuron.md

Resolved Issues

N/A - first release

Known Issues & Limits

  • Must install TensorBoard-Neuron by itself, or after regular TensorBoard is installed. If regular Tensorboard is installed after TensorBoard-Neuron, it may overwrite some needed files.
  • Utilization missing in Op Profile due to missing FLOPs calculation (see overview page instead)
  • Neuron Profile plugin may not immediately show up on launch (try reloading the page)
  • Graphs with NeuronOps may take a long time to load due to attribute size
  • Instructions that cannot be matched to a framework layer/operator name show as “” (blank)
  • CPU Usage section in chrome-trace is not applicable
  • Debugger currently supports TensorFlow only
  • Visualization requires a TensorFlow-compatible graph

Other Notes