This is the fifth feature release of the Skyline CLI. This release adds initial support for remote projects and introduces several usability improvements. It needs to be used with v0.5.0+ of the Skyline plugin.
As of this release, Skyline has been promoted from alpha to beta. The Skyline project now lives under the @skylineprof organization. Skyline also now has a website, which you can visit at https://skylineprof.github.io.
New Features
- Remote projects are now supported for advanced users. Read more about remote projects on the Skyline website.
Enhancements
- The providers have been simplified. Models returned by the
skyline_model_provider()no longer need to produce a scalar tensor (i.e. Skyline no longer needs to call.backward()directly on the model's output). - When an error occurs during profiling, Skyline will now display the file context (file name and line number) associated with the error when possible.
Bug Fixes
- Skyline has been updated to work with PyTorch 1.4.0 and 1.5.1