Deep Learning Profiler 20.09 Release Notes

Deep Learning Profiler 20.09 Release Notes (PDF)


DLProf release for 20.09, available in the NVIDIA TensorFlow 1.x, TensorFlow 2.x, and PyTorch NGC containers.

Driver Requirements

Release 20.09 is based on NVIDIA CUDA 11.0.3, which requires NVIDIA Driver release 450 or later. However, if you are running on Tesla (for example, T4 or any other Tesla board), you may use NVIDIA driver release 418.xx or 440.30. The CUDA driver's compatibility package only supports particular drivers. For a complete list of supported drivers, see the CUDA Application Compatibility topic. For more information, see CUDA Compatibility and Upgrades.

New Features

The key features of DLProf v0.15.0 / r20.09 are:

Known Issues

  • This software is only accessible in the NGC TensorFlow and PyTorch containers and as a separate PIP wheel in the nvidia-pyindex.
  • This software is only supported for TensorFlow 1.15, and PyTorch 1.6 and TensorBoard 1.15.
  • Partial simple mode profiling is supported for TensorFlow 2.

Resolved Issues

  • None
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