# [GT4Py] Toolchain instrumentation - Shaped by: - Appetite (FTEs, weeks): - Developers: <!-- Filled in at the betting table unless someone is specifically required here --> ## Problem Advanced per-program customization of the toolchain for maximum performance and flexibility. ## Appetite 1 cycle ## Solution ### Research Investigate how we can provide a simple way of creating customized backends in ICON4Py. The main goal is to make it feasible in the short-term and come up with a sustainable approach for the long term. - Custom block sizes per program (gtfn & dace) - K-blocking (gtfn & dace) - inline-everything heuristics ? ## Rabbit holes <!-- Details about the solution worth calling out to avoid problems --> ## No-gos <!-- Anything specifically excluded from the concept: functionality or use cases we intentionally aren’t covering to fit the ## appetite or make the problem tractable --> ## Progress <!-- Don't fill during shaping. This area is for collecting TODOs during building. As first task during building add a preliminary list of coarse-grained tasks for the project and refine them with finer-grained items when it makes sense as you work on them. --> - [x] Task 1 ([PR#xxxx](https://github.com/GridTools/gt4py/pulls)) - [x] Subtask A - [x] Subtask X - [ ] Task 2 - [x] Subtask H - [ ] Subtask J - [ ] Discovered Task 3 - [ ] Subtask L - [ ] Subtask S - [ ] Task 4