comp-imaging / ProxImaL

A domain-specific language for image optimization.
MIT License
112 stars 29 forks source link

Upgrade to Halide 16.0 to enable Anderson2021 GPU algorithm optimizer #74

Closed antonysigma closed 1 year ago

antonysigma commented 1 year ago

Upgrade the Halide toolchain to 16.0. Call the new autoscheduler APIs. Specify parameters for each auto-scheduler.

Proximal functions require a regularization parameter to function, where theta > 0. The Anderson2021 algorithm optimizer (aka Halide auto-scheduler) requires a rough estimate of the theta value. Make it so.