mirror of
https://github.com/harvard-edge/cs249r_book.git
synced 2026-04-30 09:38:38 -05:00
1052b2be31
Switch container/baremetal/validate/preview/live flows to vol1+vol2 artifacts, keep baremetal in dev validation, and add stable single-book navbar link.
306 lines
10 KiB
YAML
306 lines
10 KiB
YAML
# =============================================================================
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# VOLUME II HTML WEBSITE CONFIGURATION
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# =============================================================================
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# Builds only Volume II: Machine Learning Systems at Scale
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# Deploys to: mlsysbook.ai/vol2/
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# =============================================================================
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project:
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type: website
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output-dir: _build/html-vol2
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execute-dir: project
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post-render:
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- scripts/clean_svgs.py
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- scripts/fix_cross_references.py
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preview:
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browser: false
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navigate: false
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website:
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title: "Machine Learning Systems at Scale"
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description: "Volume II: Machine Learning Systems at Scale. Scale, distribute, and govern machine learning systems in production."
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site-url: https://mlsysbook.ai/vol2/
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open-graph:
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locale: en_US
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site-name: "Machine Learning Systems"
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image: assets/images/covers/cover-hardcover-book.png
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image-width: 1200
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image-height: 630
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twitter-card:
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card-style: summary_large_image
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image: assets/images/covers/cover-hardcover-book.png
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page-navigation: true
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reader-mode: false
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back-to-top-navigation: true
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bread-crumbs: true
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search:
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keyboard-shortcut: ["/"]
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google-analytics:
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tracking-id: "G-M21L0CBCVN"
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anonymize-ip: true
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version: 4
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comments:
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hypothesis:
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theme: clean
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openSidebar: false
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navbar:
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background: light
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logo: "assets/images/icons/favicon.png"
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search: true
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pinned: true
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collapse: true
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collapse-below: "lg"
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title: "Machine Learning Systems at Scale"
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left:
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- text: "Textbook"
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menu:
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- icon: house
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text: "Home"
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href: ../
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- text: "---"
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- icon: journal
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text: "Volume I: Foundations"
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href: ../vol1/
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- icon: journal
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text: "Volume II: At Scale"
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href: ./
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- icon: book
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text: "Stable (Single Book)"
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href: https://mlsysbook.ai
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- text: "---"
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- icon: fire
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text: "TinyTorch"
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href: ../tinytorch/
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- icon: cpu
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text: "Hardware Kits"
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href: ../kits/
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- text: "---"
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- icon: lightbulb
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text: "Labs (Coming 2026)"
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href: ../labs/
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right:
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- icon: download
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text: "Downloads"
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menu:
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- icon: file-pdf
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text: "Volume II PDF"
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href: assets/downloads/Machine-Learning-Systems-Vol2.pdf
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target: _blank
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- icon: journal-text
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text: "Volume II EPUB"
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href: assets/downloads/Machine-Learning-Systems-Vol2.epub
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target: _blank
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- text: "---"
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- icon: file-pdf
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text: "Volume I PDF"
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href: ../vol1/assets/downloads/Machine-Learning-Systems-Vol1.pdf
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target: _blank
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- icon: star
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text: "Star"
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href: https://github.com/harvard-edge/cs249r_book#support-this-work
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target: _blank
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- icon: heart
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text: "Support"
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href: https://opencollective.com/mlsysbook
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target: _blank
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- icon: envelope
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text: "Subscribe"
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href: "#subscribe"
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id: "navbar-subscribe-btn"
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- icon: github
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text: "GitHub"
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menu:
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- icon: pencil
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text: "Edit this page"
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href: https://github.com/harvard-edge/cs249r_book
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target: _blank
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- icon: bug
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text: "Report an issue"
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href: https://github.com/harvard-edge/cs249r_book/issues/new
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target: _blank
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- icon: chat
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text: "Discussions"
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href: https://github.com/harvard-edge/cs249r_book/discussions
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target: _blank
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- icon: code
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text: "View source"
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href: https://github.com/harvard-edge/cs249r_book
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target: _blank
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favicon: assets/images/icons/favicon.png
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sidebar:
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- id: vol2-content
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title: "Volume II"
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style: "floating"
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background: light
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collapse-level: 2
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contents:
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# Frontmatter
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- text: "Homepage"
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href: contents/vol2/index.qmd
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- href: contents/vol2/frontmatter/dedication.qmd
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- href: contents/vol2/frontmatter/foreword.qmd
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- href: contents/vol2/frontmatter/about.qmd
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- href: contents/vol2/frontmatter/acknowledgements.qmd
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- href: contents/shared/notation.qmd
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- href: contents/frontmatter/socratiq/socratiq.qmd
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- text: "---"
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# Part I: The Fleet
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- section: "Part I: The Fleet"
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id: vol2-fleet
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contents:
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- text: "Introduction"
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href: contents/vol2/introduction/introduction.qmd
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- href: contents/vol2/compute_infrastructure/compute_infrastructure.qmd
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- href: contents/vol2/network_fabrics/network_fabrics.qmd
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- href: contents/vol2/data_storage/data_storage.qmd
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# Part II: Distributed ML
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- section: "Part II: Distributed ML"
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id: vol2-distributed
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contents:
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- href: contents/vol2/distributed_training/distributed_training.qmd
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- href: contents/vol2/collective_communication/collective_communication.qmd
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- href: contents/vol2/fault_tolerance/fault_tolerance.qmd
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- href: contents/vol2/fleet_orchestration/fleet_orchestration.qmd
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# Part III: Deployment at Scale
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- section: "Part III: Deployment at Scale"
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id: vol2-deployment
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contents:
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- href: contents/vol2/performance_engineering/performance_engineering.qmd
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- href: contents/vol2/inference/inference.qmd
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- href: contents/vol2/edge_intelligence/edge_intelligence.qmd
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- href: contents/vol2/ops_scale/ops_scale.qmd
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# Part IV: The Responsible Fleet
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- section: "Part IV: The Responsible Fleet"
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id: vol2-responsible
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contents:
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- href: contents/vol2/security_privacy/security_privacy.qmd
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- href: contents/vol2/robust_ai/robust_ai.qmd
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- href: contents/vol2/sustainable_ai/sustainable_ai.qmd
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- href: contents/vol2/responsible_ai/responsible_ai.qmd
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- href: contents/vol2/conclusion/conclusion.qmd
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- text: "---"
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- text: "References"
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href: contents/vol2/backmatter/references.qmd
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# Appendices
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- section: "Appendices"
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id: vol2-appendices
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contents:
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- text: "Single-Machine Foundations (D·A·M)"
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href: contents/vol2/backmatter/appendix_dam.qmd
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- text: "Fleet Foundations"
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href: contents/vol2/backmatter/appendix_fleet.qmd
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- text: "Communication Foundations"
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href: contents/vol2/backmatter/appendix_communication.qmd
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- text: "Reliability Foundations"
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href: contents/vol2/backmatter/appendix_reliability.qmd
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- text: "The C³ Taxonomy"
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href: contents/vol2/backmatter/appendix_c3.qmd
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- text: "System Assumptions"
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href: contents/vol2/backmatter/appendix_assumptions.qmd
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- text: "Glossary"
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href: contents/vol2/backmatter/glossary/glossary.qmd
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repo-url: https://github.com/harvard-edge/cs249r_book
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page-footer:
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left: |
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© 2024-2025 Harvard University. Licensed under <a href="https://creativecommons.org/licenses/by-nc-sa/4.0/">CC-BY-NC-SA 4.0</a>
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center: |
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<a href="../vol1/">← Back to Volume I</a>
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right:
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- icon: github
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href: https://github.com/harvard-edge/cs249r_book
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aria-label: "View source on GitHub"
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- icon: star
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href: https://github.com/harvard-edge/cs249r_book
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aria-label: "Star this repository"
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background: light
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border: true
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bibliography:
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- contents/vol2/backmatter/references.bib
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format:
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html:
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lightbox: true
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mermaid:
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theme: default
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theme:
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light:
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- default
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- assets/styles/style-vol2.scss
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dark:
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- default
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- assets/styles/style-vol2.scss
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- assets/styles/dark-mode-vol2.scss
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respect-user-color-scheme: true
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title-prefix: ""
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pagetitle: "Machine Learning Systems at Scale"
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code-block-bg: true
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code-copy: true
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code-overflow: wrap
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language:
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title-block-author-single: "Author, Editor & Curator"
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title-block-published: "Last Updated"
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reference-location: margin
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citation-location: margin
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sidenote: true
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highlight-style: assets/styles/custom-code.theme
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code-link: true
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link-external-icon: false
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link-external-newwindow: true
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anchor-sections: true
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smooth-scroll: false
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citations-hover: false
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footnotes-hover: false
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fig-width: 7
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fig-height: 5
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toc: true
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toc-depth: 4
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toc-expand: true
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toc-title: "On this page"
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number-sections: false
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number-depth: 3
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include-in-header:
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text: |
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
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<link rel="preconnect" href="https://fonts.googleapis.com">
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<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&family=JetBrains+Mono:wght@400;500&display=swap" rel="stylesheet">
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<link rel="manifest" href="/site.webmanifest">
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<link rel="apple-touch-icon" href="/assets/images/icons/favicon.png">
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<meta name="theme-color" content="#1F407A">
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<script type="module" src="/tools/scripts/socratiQ/bundle.js" defer></script>
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<script src="/assets/scripts/sidebar-auto-collapse.js" defer></script>
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<script src="/assets/scripts/version-link.js" defer></script>
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<script src="/assets/scripts/subscribe-modal.js" defer></script>
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citeproc: true
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metadata-files:
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- config/shared/base/crossref-video.yml
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- config/shared/base/custom-numbered-blocks.yml
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- config/shared/base/execute-env.yml
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- config/shared/base/diagram.yml
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- config/shared/html/filters.yml
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- config/shared/html/filter-metadata.yml
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- config/shared/vol2/filter-metadata-paths.yml
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- config/shared/html/announcement.yml
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