TensorFlow Release 18.07
The NVIDIA container image of TensorFlow, release 18.07, is available.
Contents of TensorFlow
This container image contains the complete source of the version of NVIDIA TensorFlow in /opt/tensorflow. It is pre-built and installed as a system Python module.
To achieve optimum TensorFlow performance, for image based training, the container includes a sample script that demonstrates efficient training of convolutional neural networks (CNNs). The sample script may need to be modified to fit your application.
- Ubuntu 16.04
- NVIDIA CUDA 9.0.176 (see Errata section and 2.1) including CUDA® Basic Linear Algebra Subroutines library™ (cuBLAS) 9.0.425
- NVIDIA CUDA® Deep Neural Network library™ (cuDNN) 7.1.4
- NCCL 2.2.13 (optimized for NVLink™ )
- Horovod™ 0.12.1
- OpenMPI™ 3.0.0
- TensorBoard 1.8.0
- MLNX_OFED 3.4
- OpenSeq2Seq v0.4 at commit 98ad236a.
- TensorRT 4.0.1
- DALI 0.1 Beta
Driver Requirements
Release 18.07 is based on CUDA 9, which requires NVIDIA Driver release 384.xx.
Key Features and Enhancements
- TensorFlow container image version 18.07 is based on TensorFlow 1.8.0.
- Added support for DALI 0.1 Beta.
- Latest version of CUDA® Basic Linear Algebra Subroutines library™ (cuBLAS) 9.0.425.
- Ubuntu 16.04 with June 2018 updates
Announcements
Starting with the next major version of CUDA release, we will no longer provide updated Python 2 containers and will only update Python 3 containers.
Known Issues
There are no known issues in this release.