rollout-generation share of training time in AgentMath's conventional Qwen3-8B batch-synchronous baseline
70–80%observed
| Value kind | observed — Reported measurements, counts, and specifications keep the precision and scope stated by their source; an exact specification is not treated as a range. |
|---|---|
| Scope | baseline with long sequences and frequent tool calls; includes rollout waiting |
| As of | 2026-03-02 |
| Source | AgentMath, arXiv 2512.20745v3 · Appendix A.10, Challenge 2; A.7.4 for optimized timings |
| Review | checking…review by 2027-03-31 · standard cadence |
| Recorded changes | last 2026-10-05 · 4 revisions tracked |
| Claim id | of-wall-clock-spent-on-rollout-generation-in |
Where the guide uses it
← Full numbers register — every date-stamped figure in the guide, with revision history.