Files
TinyTorch/docs
Vijay Janapa Reddi cb3476702e Add comprehensive testing plan documentation
- Add TESTING_QUICK_REFERENCE.md for quick access to common testing commands
- Add comprehensive-module-testing-plan.md with module-by-module test requirements
- Add gradient-flow-testing-strategy.md for gradient flow test coverage analysis
- Add testing-architecture.md explaining two-tier testing approach
- Update TEST_STRATEGY.md to reference master testing plan

These documents define clear boundaries between unit tests (modules/),
integration tests (tests/), and milestones, with comprehensive coverage
analysis and implementation roadmap.
2025-11-12 07:29:55 -05:00
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TinyTorch Documentation

This directory contains essential documentation for TinyTorch development and usage.

📚 User Documentation

  • STUDENT_QUICKSTART.md - Getting started guide for students
  • INSTRUCTOR_GUIDE.md - Setup and grading guide for instructors
  • cifar10-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 guidelines
  • tinytorch-textbook-alignment.md - Alignment with ML systems textbooks

Development Standards

  • development/module-rules.md - Module development standards and patterns
  • development/nbgrader-standardized-testing.md - Testing standards
  • development/nbgrader-testing-template.md - Testing templates

NBGrader Integration

  • nbgrader/NBGrader_Quick_Reference.md - Daily use commands and workflow
  • nbgrader/NBGRADER_STYLE_GUIDE.md - Style guide for NBGrader cells
  • nbgrader/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The archive/ directory contains historical documentation that's no longer actively maintained but preserved for reference.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.md FIRST, then development/module-rules.md