Vijay Janapa Reddi 3636c2b377 Refresh mlsysim paper to match current implementation for arXiv ...

Audited paper.tex against the live package; the framework description (YAML+pydantic registries, 8 zoos, flop base dimension, instance/tech-class) was already accurate. Updated every drifted number/claim:

- Counts: 116 -> 126 provenance records; 34 -> 37 hardware devices (added V100 PCIe, Jetson Orin Nano, Apple M2 rows to the catalog table); 749 -> 862 test suite; figure caption four -> five invariant checks (matching the five enumerated in the Validation section).
- Executed-listing outputs regenerated from the current solvers: Solver Composition (54.9% / 68.1 day / 15,905,569 USD) and Carbon Accounting (57 days / 110.3 tonnes).
- Validation: Anchor 3 39.6 -> 39.1% MFU. Anchor 7 rewritten -- the ParallelismOptimizer now recovers Meta's TP=8, PP=16 backbone because the optimizer-state-aware memory prescreen (fixed in the mlsysim audit) drives PP=16 (was PP=4); prescreen prose now reads weights+gradients+optimizer state.
- validate_anchors.py: synced PAPER_CLAIMS/REPORTED to the corrected values; Anchor 5 now uses Chinchilla's actual C=5.88e23 (-> 70.0B). Harness reports all seven anchors match.

paper.tex compiles cleanly (pdflatex, no errors).

2026-06-13 13:54:04 -04:00

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validate_anchors.py

Refresh mlsysim paper to match current implementation for arXiv

2026-06-13 13:54:04 -04:00