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cs249r_book/mlsysim/docs/api/core.engine.qmd
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

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# core.engine { #mlsysim.core.engine }
`core.engine`
## Classes
| Name | Description |
| --- | --- |
| [Engine](#mlsysim.core.engine.Engine) | Unified solver for ML Systems trade-offs. |
### Engine { #mlsysim.core.engine.Engine }
```python
core.engine.Engine()
```
Unified solver for ML Systems trade-offs.