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Added registered trademark symbol to MLPerf throughout: - TOC: MLPerf® Edu Competition - Chapter 20: MLPerf® Edu Competition Proper attribution respects MLPerf trademark ownership.
92 lines
2.3 KiB
YAML
92 lines
2.3 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: usage-paths/classroom-use
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title: "For Instructors"
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- caption: 🛠️ Using TinyTorch
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chapters:
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- file: tito-essentials
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title: "Essential Commands"
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- file: learning-progress
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title: "Track Your Progress"
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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: "Introduction"
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- caption: 🏗️ Foundation Tier (01-07)
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chapters:
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- file: chapters/01-tensor
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title: "01. Tensor"
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- file: chapters/02-activations
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title: "02. Activations"
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- file: chapters/03-layers
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title: "03. Layers"
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- file: chapters/04-losses
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title: "04. Losses"
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- file: chapters/05-autograd
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title: "05. Autograd"
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- file: chapters/06-optimizers
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title: "06. Optimizers"
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- file: chapters/07-training
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title: "07. Training"
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- caption: 🧠 Intelligence Tier (08-14)
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chapters:
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- file: chapters/08-dataloader
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title: "08. DataLoader"
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- file: chapters/09-spatial
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title: "09. Spatial (CNNs)"
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- file: chapters/10-tokenization
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title: "10. Tokenization"
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- file: chapters/11-embeddings
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title: "11. Embeddings"
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- file: chapters/12-attention
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title: "12. Attention"
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- file: chapters/13-transformers
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title: "13. Transformers"
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- file: chapters/14-kvcaching
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title: "14. KV Caching"
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- caption: ⚡ Optimization Tier (15-19)
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chapters:
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- file: chapters/15-profiling
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title: "15. Profiling"
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- file: chapters/16-acceleration
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title: "16. Acceleration"
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- file: chapters/17-quantization
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title: "17. Quantization"
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- file: chapters/18-compression
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title: "18. Compression"
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- file: chapters/19-benchmarking
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title: "19. Benchmarking"
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- caption: 🏅 Capstone Project
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chapters:
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- file: chapters/20-capstone
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title: "20. MLPerf® Edu Competition"
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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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- caption: 🛠️ Resources & Tools
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chapters:
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- file: checkpoint-system
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title: "Progress Tracking"
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- file: testing-framework
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title: "Testing Guide"
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- file: resources
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title: "Additional Resources" |