DIGITS 2.0 Preview

New Features

• Enabled support for multi-GPU Caffe (#92)
  • Select multiple and/or specific GPUs for training (#92, #104)
• Created new routes for JSON REST API (#134, #136)
• Started using GPU for inference (#66)
• Added NVML info about GPU memory/utilization (#93)
• Enabled ADAGRAD and NESTEROV as alternative solver types (@drozdvadym in #102)
• Added scripts to download standard datasets MNIST and CIFAR
• Added option to set server name (#111)
• Added support for PPM images (#123)
• Enabled path autocompletion while setting values in the configuration (#96)

Changes

• Added a python classification example (#147)
• Added TravisCI integration to run tests (#28)
• Added Coveralls integration for test coverage
• Added Landscape integration to inspect code
• Added auto-generated documentation of the webapp’s HTTP routes
• Switched to loading config files from new, more logical locations (#96)
• Started suppressing most of Caffe’s raw output (b382e99, 019bc6c)
• Added a CLA

Bugfixes

• Fixed various OSX platform-specific issues (#32, @trivedigaurav in #94)

Known Issues

• Some motherboards cause P2P bandwidth issues (NVIDIA/caffe#10)