DIGITS Release 19.05

DIGITS Release 19.05 (PDF)

The NVIDIA application of DIGITS, release 19.05, 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 19.05-tensorflow includes the TensorFlow framework only. Tag 19.05-caffe includes the Caffe only. The container also includes the following:

Driver Requirements

Release 19.05 is based on CUDA 10.1 Update 1, which requires NVIDIA Driver release 418.xx. However, if you are running on Tesla (Tesla V100, Tesla P4, Tesla P40, or Tesla P100), you may use NVIDIA driver release 384.111+ or 410. 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 19.05 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.

Security Notice

DIGITS is not designed to be run as an exposed external web service.

Known Issues

  • The DIGITS container with 19.05-tensorflow tag may not run training tasks properly in vGPU environment when vGPU memory is 2GB or smaller.
  • When creating datasets with S3 feature (Use S3), using the S3 zone other than the default may not work properly.
Last updated on Sep 27, 2021.