Vijay Janapa Reddi
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a78f1bd8b0
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feat(mlsysim): add documentation site, typed registries, and 6-solver core
Complete MLSYSIM v0.1.0 implementation with:
- Documentation website (Quarto): landing page with animated hero
and capability carousel, 4 tutorials (hello world, LLM serving,
distributed training, sustainability), hardware/model/fleet/infra
catalogs, solver guide, whitepaper, math foundations, glossary,
and full quartodoc API reference
- Typed registry system: Hardware (18 devices across 5 tiers),
Models (15 workloads), Systems (fleets, clusters, fabrics),
Infrastructure (grid profiles, rack configs, datacenters)
- Core types: Pint-backed Quantity, Metadata provenance tracking,
custom exception hierarchy (OOMError, SLAViolation)
- SimulationConfig with YAML/JSON loading and pre-validation
- Scenario system tying workloads to systems with SLA constraints
- Multi-level evaluation scorecard (feasibility, performance, macro)
- Examples, tests, and Jetson Orin NX spec fix (100 → 25 TFLOP/s)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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2026-03-07 15:59:51 -05:00 |
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