📋 Complete structural organization of all TinyTorch modules

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✅ COMPLETED: Added organizational headers to 15 modules with _dev.py files:
  01_setup, 02_tensor, 03_activations, 04_layers, 05_dense, 06_spatial,
  07_attention, 08_dataloader, 09_autograd, 10_optimizers, 11_training,
  12_compression, 13_kernels, 14_benchmarking, 15_mlops

🔧 DEVELOPMENT sections: Added before Step 1 where actual development begins
🤖 AUTO TESTING sections: Added before nbgrader auto testing blocks
🎯 MODULE SUMMARY sections: Updated to consistent 'MODULE SUMMARY: [Title]' format

📝 NOTE: 16_capstone module contains only documentation files (no _dev.py)

Result: All development notebooks now have clear 4-section organization:
  1. Introduction/Theory → 2. Development → 3. Auto Testing → 4. Module Summary

This improves educational flow and helps students navigate the learning materials.

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This commit is contained in:

Vijay Janapa Reddi

2025-07-20 10:12:16 -04:00

parent 02ff50cfa6

commit a8fe3400ea

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