mirror of
https://github.com/MLSysBook/TinyTorch.git
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757d50b717
- Update README.md module structure (14→Profiling, 15→Memoization) - Fix tier descriptions (10-13 Architecture, 14-19 Optimization) - Update Module 13 next steps to reference Module 15 - Fix Module 15 prerequisite reference to Module 14 - Correct cifar10-training-guide module numbers
TinyTorch Documentation
This directory contains essential documentation for TinyTorch development and usage.
📚 User Documentation
STUDENT_QUICKSTART.md- Getting started guide for studentsINSTRUCTOR_GUIDE.md- Setup and grading guide for instructorscifar10-training-guide.md- Complete guide to achieving the north star goal (75% CIFAR-10 accuracy)
🔧 Development Documentation
tinytorch-assumptions.md- CRITICAL: TinyTorch complexity framework and implementation guidelinestinytorch-textbook-alignment.md- Alignment with ML systems textbooks
Development Standards
development/module-rules.md- Module development standards and patternsdevelopment/nbgrader-standardized-testing.md- Testing standardsdevelopment/nbgrader-testing-template.md- Testing templates
NBGrader Integration
nbgrader/NBGrader_Quick_Reference.md- Daily use commands and workflownbgrader/NBGRADER_STYLE_GUIDE.md- Style guide for NBGrader cellsnbgrader/NBGrader_Text_Response_Technical_Implementation.md- Technical implementation details
📦 Archive
The archive/ directory contains historical documentation that's no longer actively maintained but preserved for reference.
Start here:
- Students: Read
STUDENT_QUICKSTART.md - Instructors: Read
INSTRUCTOR_GUIDE.md - Developers: Read
tinytorch-assumptions.mdFIRST, thendevelopment/module-rules.md