odometer: a training speedrun metered per operation, with coding agents on the record table
Training speedruns score wall-clock time, so a record measures the hardware along with the idea. odometer replaces the clock with a meter: every tensor operation costs ticks priced from its shape alone, so the same seeds read the same score on different machines. Coding agents competed on the record table in a registered series. No person has run the track yet, so this does not compare agents with people.
Authors
- Abhay Mettu (ORCID: https://orcid.org/0009-0001-2434-353X)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-11-02
- DOI
- https://doi.org/10.5281/zenodo.23899727
- Primary Topic
- Parallel Computing and Optimization Techniques
- Type
- preprint