DIGITS Release 5.0
Key Features and Enhancements
The DIGITS version 5.0 release includes the
following key features and enhancements. These enhancements are new since DIGITS version 4.0.
- Enabled the DIGITS Model Store
- Fixed calculations related to batch accumulation for NVCaffe™
- Support for image segmentation workflows
- Online data augmentation with Torch™
- Show CPU and system memory utilization during training
- Improved bounding-box visualizations for object detection models
- Created groups of jobs for easier display on the home page
- Enabled sharing of data visualization extensions for both dataset exploration and viewing inference results
- Support for plugin extensions
- Added documentation for the REST API
- Fixed bug with Torch and CUDA_VISIBLE_DEVICES
- Fixed issues with browsers returning incorrectly cached css and js files
- New design for Torch multi-GPU training
- Added Ubuntu 16.04 support by updating dependency versions
- digits-devserver is now a small shell script instead of a Python script