DIGITS 3.0 RC

New Features

• Add Torch7 as an alternative backend to Caffe (#324, #345)
• Make using python layers easier by [optionally] attaching a python file to each model (#329)
• Add the ability to clone previous jobs with a click (#334)
• Update the homepage to show job updates in real-time (#240)
• Enable mean subtraction by subtracting the mean file as well as subtracting the mean pixel (#321)
• Support NVcaffe v0.14 (#341, #336)
• Display the job directory size for each DatasetJob and ModelJob (#309)
• Add a backend badge (LMDB/HDF5) to DatasetJobs on the homepage (#323)
• Explore images in LMDB datasets (#331)

Changes

• Use port 34448 for the digits-server instead of port 8080 (#392)
• Remove digits-walkthrough (#352)
• Enforce standard UI for file input fields across different browsers (#325)

Bugfixes

• Fix PicklingErrors issues on all platforms (#307)
• Fix issue when running inference on many images at once (#361)

Known Issues

• Large inference requests (i.e. "Classify many") may cause timeouts or even crashes (#479)
• Incorrect handling of unencoded LMDB in Torch wrapper (#477)