mirror of
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6a322627dc
- Implement tito benchmark baseline and capstone commands - Add SPEC-style normalization for baseline benchmarks - Implement tito community join, update, leave, stats, profile commands - Use project-local storage (.tinytorch/) for user data - Add privacy-by-design with explicit consent prompts - Update site documentation for community and benchmark features - Add Marimo integration for online notebooks - Clean up redundant milestone setup exploration docs - Finalize baseline design: fast setup validation (~1 second) with normalized results
122 lines
3.3 KiB
YAML
122 lines
3.3 KiB
YAML
# TinyTorch: Build ML Systems from Scratch
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# Table of Contents Structure
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format: jb-book
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root: intro
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title: "TinyTorch Course"
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parts:
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- caption: 🚀 Getting Started
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chapters:
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- file: quickstart-guide
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title: "Quick Start Guide"
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- file: student-workflow
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title: "Student Workflow"
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- file: usage-paths/classroom-use
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title: "For Instructors"
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- file: instructor-guide
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title: "Instructor Guide"
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- file: usage-paths/ta-guide
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title: "TA Guide"
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- file: usage-paths/team-onboarding
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title: "Team Onboarding"
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# Tier captions: Added emojis for visual consistency and quick recognition
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# Foundation (🏗), Architecture (🏛️), Optimization (⏱️), Capstone (🏅)
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- caption: 🏗 Foundation Tier (01-07)
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chapters:
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- file: tiers/foundation
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title: "📖 Tier Overview"
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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_autograd_ABOUT
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title: "05. Autograd"
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- file: modules/06_optimizers_ABOUT
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title: "06. Optimizers"
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- file: modules/07_training_ABOUT
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title: "07. Training"
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- caption: 🏛️ Architecture Tier (08-13)
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chapters:
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- file: tiers/architecture
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title: "📖 Tier Overview"
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- file: modules/08_dataloader_ABOUT
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title: "08. DataLoader"
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- file: modules/09_spatial_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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- caption: ⏱️ Optimization Tier (14-19)
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chapters:
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- file: tiers/optimization
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title: "📖 Tier Overview"
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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_memoization_ABOUT
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title: "17. Memoization"
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- file: modules/18_acceleration_ABOUT
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title: "18. Acceleration"
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- file: modules/19_benchmarking_ABOUT
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title: "19. Benchmarking"
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- caption: 🏅 Capstone Competition
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chapters:
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- file: tiers/olympics
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title: "📖 Competition Overview"
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- file: modules/20_capstone_ABOUT
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title: "20. Torch Olympics"
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- caption: 🧭 Course Orientation
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chapters:
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- file: chapters/00-introduction
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title: "Course Structure"
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- file: prerequisites
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title: "Prerequisites & Resources"
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- file: chapters/learning-journey
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title: "Learning Journey"
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- file: chapters/milestones
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title: "Historical Milestones"
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- file: faq
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title: "FAQ"
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- caption: 🛠️ TITO CLI Reference
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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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- file: datasets
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title: "Datasets Guide"
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- caption: 🤝 Community
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chapters:
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- file: community
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title: "Ecosystem"
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- file: resources
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title: "Learning Resources"
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- file: credits
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title: "Credits & Acknowledgments"
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