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@nluehr nluehr released this 22 Dec 22:29
· 1 commit to r1.15.5+nv21.11 since this release

NVIDIA TensorFlow Release 21.12

Key Features and Enhancements

NVIDIA TensorFlow release 20.06 is based on TensorFlow 1.15.5.
Release 21.12 includes the following key features and enhancements:

Known Issues

  • A CUDNN performance regression can cause slowdowns of up to 15% in certain ResNet models. This will be fixed in a future release.
  • TensorFlow Wheel release 21.12 has a known corruption issue in its NVTX profiling markers when using the CUPTI library from CUDA Toolkit version 11.5. An updated CUPTI build, numbered 11.5.57 or higher, in CUDA 11.5 Update 1 will address this issue.

Binary builds

PIP - built for Python 3.8 on Ubuntu 20.04:

pip install --user nvidia-pyindex
pip install --user nvidia-tensorflow[horovod]

Docker:

docker pull nvcr.io/nvidia/tensorflow:21.12-tf1-py3