Interactive visualizations linked to batch size predictions
This is the fourth feature release of the Skyline CLI. This release adds support for interactive visualizations and needs to be used with v0.4.0+ of the Skyline Atom Plugin.
When profiling models interactively, Skyline will now generate predictive models for the model's training throughput and memory usage as a function of the batch size. Dragging the throughput and/or memory visualizations will result in mutations to the code, which indicate the predicted batch size that should be used to achieve the manipulated visualizations.
New Features
- Interactive key performance metric visualizations
- Batch size predictions for memory usage and training throughput