mirror of
https://github.com/harvard-edge/cs249r_book.git
synced 2026-04-29 17:20:21 -05:00
8a259e4a42
- Reorganize TOC: move datasets from TITO CLI to new Reference section - Add complete TITO CLI Reference section to PDF build (was missing) - Add System Updates section to troubleshooting guide with code safety info - Fix datasets.md styling for consistency (add border-radius to all boxes) - Improve logical flow: TITO CLI → Reference → Community Changes: - HTML TOC: Create Reference section, move datasets + resources - PDF TOC: Add full TITO CLI section (overview, modules, milestones, data, troubleshooting) - troubleshooting.md: Add 4 new sections on updating TinyTorch safely - datasets.md: Standardize styling with rounded corners Result: Clean separation between workflow docs (TITO CLI) and reference materials
128 lines
3.1 KiB
YAML
128 lines
3.1 KiB
YAML
# TinyTorch: Build ML Systems from Scratch
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# PDF Table of Contents - Lab Guide (streamlined)
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format: jb-book
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root: pdf_intro
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title: "TinyTorch Lab Guide"
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parts:
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# Course Orientation (minimal)
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- caption: Getting Started
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numbered: false
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chapters:
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- file: preface
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title: "Welcome"
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- file: big-picture
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title: "The Big Picture"
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- file: getting-started
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title: "Quick Start"
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# Foundation Tier
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- caption: Foundation (Modules 01-08)
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numbered: true
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chapters:
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- file: modules/01_tensor_ABOUT
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title: "01. Tensor"
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- file: modules/02_activations_ABOUT
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title: "02. Activations"
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- file: modules/03_layers_ABOUT
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title: "03. Layers"
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- file: modules/04_losses_ABOUT
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title: "04. Losses"
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- file: modules/05_dataloader_ABOUT
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title: "05. DataLoader"
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- file: modules/06_autograd_ABOUT
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title: "06. Autograd"
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- file: modules/07_optimizers_ABOUT
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title: "07. Optimizers"
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- file: modules/08_training_ABOUT
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title: "08. Training"
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# Architecture Tier
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- caption: Architecture (Modules 09-13)
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numbered: true
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chapters:
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- file: modules/09_convolutions_ABOUT
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title: "09. Convolutions"
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- file: modules/10_tokenization_ABOUT
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title: "10. Tokenization"
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- file: modules/11_embeddings_ABOUT
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title: "11. Embeddings"
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- file: modules/12_attention_ABOUT
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title: "12. Attention"
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- file: modules/13_transformers_ABOUT
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title: "13. Transformers"
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# Optimization Tier
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- caption: Optimization (Modules 14-19)
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numbered: true
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chapters:
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- file: modules/14_profiling_ABOUT
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title: "14. Profiling"
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- file: modules/15_quantization_ABOUT
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title: "15. Quantization"
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- file: modules/16_compression_ABOUT
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title: "16. Compression"
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- file: modules/17_acceleration_ABOUT
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title: "17. Acceleration"
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- file: modules/18_memoization_ABOUT
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title: "18. Memoization"
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- file: modules/19_benchmarking_ABOUT
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title: "19. Benchmarking"
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# Capstone
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- caption: Capstone
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numbered: true
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chapters:
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- file: modules/20_capstone_ABOUT
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title: "20. Torch Olympics"
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# Historical Milestones
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- caption: Historical Milestones
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numbered: true
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chapters:
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- file: milestones/milestones_ABOUT
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title: "Overview"
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- file: milestones/01_perceptron_ABOUT
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title: "1957: Perceptron"
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- file: milestones/02_xor_ABOUT
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title: "1969: XOR Crisis"
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- file: milestones/03_mlp_ABOUT
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title: "1986: MLP Revival"
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- file: milestones/04_cnn_ABOUT
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title: "1998: CNN Revolution"
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- file: milestones/05_transformer_ABOUT
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title: "2017: Transformers"
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- file: milestones/06_mlperf_ABOUT
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title: "2018: MLPerf"
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# TITO CLI Reference
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- caption: TITO CLI Reference
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numbered: false
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chapters:
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- file: tito/overview
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title: "Command Overview"
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- file: tito/modules
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title: "Module Workflow"
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- file: tito/milestones
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title: "Milestone System"
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- file: tito/data
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title: "Progress & Data"
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- file: tito/troubleshooting
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title: "Troubleshooting"
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# Conclusion
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- caption: Conclusion
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numbered: false
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chapters:
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- file: conclusion
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title: "You Built Something Real"
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# Appendix
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- caption: Appendix
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numbered: false
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chapters:
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- file: datasets
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title: "Datasets Reference"
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