22.02
NVIDIA TensorFlow Release 22.02
Key Features and Enhancements
NVIDIA TensorFlow release 22.02 is based on TensorFlow 1.15.5.
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 pull nvcr.io/nvidia/tensorflow:22.02-tf1-py3