Vijay Janapa Reddi
7b145803c3
docs(mlsysim): update API docs, tutorials, and whitepaper for new architecture
...
Rewrite API reference pages to match domain subpackage structure.
Add solver doc pages for CompressionSolver, DataSolver,
OrchestrationSolver, and ScalingSolver. Update whitepaper,
math reference, getting-started guide, and tutorial index.
Add extending tutorial for custom solvers.
2026-03-12 16:04:50 -04:00
Vijay Janapa Reddi
a78f1bd8b0
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 >
2026-03-07 15:59:51 -05:00
