Vijay Janapa Reddi
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24ca3b0ef9
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feat(mlsysim): complete ISCA tutorial package — backward design + 94 slides
Full-day tutorial package for ISCA 2026:
Tutorial Design (DESIGN.md, 639 lines):
- Backward design with 4 transfer goals, 6 enduring understandings
- 5 designed "aha moments" with predict-then-reveal structure
- Hour-by-hour schedule with 40% hands-on minimum
- Capstone: multi-region fleet design under budget/latency/carbon constraints
- Facilitation notes, energy management, common pitfalls
Slides (3,081 lines LaTeX):
- Parts 0-4: Welcome, Iron Law, Serving, Compression, Distributed
- Parts 5-9: Economics, DSE, TinyML, Advanced, Wrap-up
- ~94 slides with live demos using real mlsysim API calls
- Speaker notes on every exercise slide
Supporting Materials:
- exercises.md: 8 hands-on exercises with expected answers
- cheatsheet.md: single-page reference card (Iron Law + top equations)
- prerequisites.md: setup instructions + troubleshooting FAQ
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2026-04-01 19:02:23 -04:00 |
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