- Create standalone verify_quantization_works() function (Section 5)
- Clean separation: verification logic in reusable function
- test_module() now calls verify_quantization_works() - much cleaner
- Students can call this function on their own models
- Returns dict with verification results for programmatic use
- Includes example usage in __main__ block
- Update section numbering: Systems Analysis now Section 6
Benefits:
- Not tacked on - first-class verification function
- Reusable and discoverable
- Each function has one clear job
- Easier to test verification logic separately
- Add VERIFICATION section after integration tests
- Measure actual memory reduction using .nbytes comparison
- Compare FP32 original vs INT8 quantized actual bytes
- Assert 3.5× minimum reduction (accounts for scale/zero_point overhead)
- Print clear before/after with verification checkmark
- Update final summary to include verification confirmation
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Add 🧪 emoji to all test_module() docstrings (20 modules)
- Fix Module 16 (compression): Add if __name__ guards to 6 test functions
- Fix Module 08 (dataloader): Add if __name__ guard to test_training_integration
All modules now follow consistent formatting standards for release.
