This is the repository containing the benchmark work related to the upcoming collaborative paper "Comparing Functional Array Languages: Programming and GPU Performance"
In order to suggest a new benchmark, please do perform the following steps:
- choose an acronym
- create a subdirectory of that name
- add a Readme.md which contains:
- a short description what it does / implements, highlighting the envisioned challenges
- some rationale, why you think it is suitable for what we want to investigate
- some rationale, why you believe that the wider community may accept this as a BM
- pointers to related materials (papers / existing implementations)
- add a naive implementation which others can use to determine what is actually involved. This can be in any programming language but it should be small enough to allow for a quick assessment even if people are not familiar with the language used
- add the acronym into the table below and indicate what is available so far; the column "inclusion in CFAL" indicates whether there exists a consensus amongst us to include this BM. The language specific columns currently should only include whether an implementation in that language has been uploaded or not, it is not meant to indicate whether a super efficient one has been put there
| BM name | description | seq/par baselines | inclusion in CFAL | Accelerate | APL | DaCe | Futhark | SaC |
|---|---|---|---|---|---|---|---|---|
| MG | done | GPU, Fortran, SAC | YES | YES | YES | YES | YES | YES |
| nbody-naive | done | Seq C | YES | YES | YES | YES | YES | YES |
| LocVolCalib | done | GPU,OMP, Haskell | YES | YES | Almost | YES | YES | |
| Quickhull | done | PBBS | YES | YES | YES | YES | Multiple | |
| FlashAttention | done | Seq/MC C? | YES | YES | YES | YES | YES |