The NVIDIA application of DIGITS, release 19.12, is available on NGC.
Contents of the DIGITS container
This application contains the complete source of the version of DIGITS in /opt/digits. It is pre-built and installed into the /usr/local/python/ directory in the application.
Two DIGITS containers are available for this release based on the deep learning frameworks. Tag 19.12-tensorflow includes the TensorFlow framework only. Tag 19.12-caffe includes the Caffe only.
The container also includes the following:
- Ubuntu 18.04 including Python 3.6
- NVIDIA CUDA 10.2.89 including cuBLAS 10.2.2.89
- NVIDIA cuDNN 7.6.5
- NVIDIA NCCL 2.5.6 (optimized for NVLink™ )
- MLNX_OFED
- OpenMPI 3.1.4
- Nsight Compute 2019.5.0
- Nsight Systems 2019.6.1
- NVCaffe 0.17.3
- TensorFlow 1.15.0
- TensorRT 6.0.1
Driver Requirements
Release 19.12 is based on NVIDIA CUDA 10.1.243, which requires NVIDIA Driver release 418.xx. However, if you are running on Tesla (for example, T4 or any other Tesla board), you may use NVIDIA driver release 396, 384.111+, 410, 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.
GPU Requirements
Release 19.12 supports CUDA compute capability 6.0 and higher. This corresponds to GPUs in the Pascal, Volta, and Turing families. Specifically, for a list of GPUs that this compute capability corresponds to, see CUDA GPUs. For additional support details, see Deep Learning Frameworks Support Matrix.
Key Features and Enhancements
This DIGITS container image version includes the following key features and enhancements.
- NVIDIA DIGITS application version 19.12 is based on DIGITS version 6.1.1
- Latest version of Python 3.6
- Latest versions of NVIDIA CUDA 10.2.89 including cuBLAS 10.2.2.89
- Latest version of NVIDIA cuDNN 7.6.5
- Latest version of NVIDIA NCCL 2.5.6
- Latest versions of Nsight Compute 2019.5.0 and Nsight Systems 2019.6.1
- Latest version of TensorFlow 1.15.0
- DIGITS code migrated to be compatible with Python 3
- Ubuntu 18.04 with November 2019 updates
Security Notice
DIGITS is not designed to be run as an exposed external web service.
Known Issues
There are no known issues in this release.