IntelLabs / IntelLabs/EquiTriton
Overall efficiency of EGNN vs spherical harmonics
Open
- Dominant language
- Python
- Stars
- 75
- Forks
- 7
- PR merge metrics
- No merged PRs in 30d
Description
Hi, the efficiency improvement on spherical harmonics is dramatic. However, according to my experience, spherical harmonics is not the bottleneck of EGNN, have you compared efficiency improvement on EGNN with triton spherical harmonics to E3NN with e3nn?
Contributor guide
Research direction
No file, test, or entry point is named. Locate the Python implementations and existing efficiency benchmarks for EGNN, Triton spherical harmonics, and E3NN, then compare the relevant workloads; the issue is complete when the requested efficiency comparison is documented with reproducible results.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning, performance
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100