#557 - [PR #43] [MERGED] Draft of the Benchmarking AI chapter - still pending some changes. - cs249r_book

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2026-03-22 15:45:59 -05:00

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📋 Pull Request Information

Original PR: https://github.com/harvard-edge/cs249r_book/pull/43
Author: @profvjreddi
Created: 10/28/2023
Status: ✅ Merged
Merged: 10/30/2023
Merged by: @mmaz

Base: main ← Head: benchmarking_ai

📝 Commits (10+)

ce4fff4 Update benchmarking.qmd
8f05202 Adding links to benchmarking chapter
7ac8f76 benchmarking images
08a0392 Added introduction material
a771826 Added learning objectives
d693d09 Added conclusion
7661941 Remove old material
b83a41c Merge branch 'benchmarking_ai' of https://github.com/harvard-edge/cs249r_book into benchmarking_ai
d74ed42 data benchmarking citations
a90b006 Renamed the iamges

📊 Changes

12 files changed (+974 additions, -54 deletions)

View changed files

📝 _quarto.yml (+2 -1)
📝 benchmarking.qmd (+779 -53)
➕ images/benchmarking/coco.png (+0 -0)
➕ images/benchmarking/cover_ai_benchmarking.png (+0 -0)
➕ images/benchmarking/dynabench.png (+0 -0)
➕ images/benchmarking/end2end.png (+0 -0)
➕ images/benchmarking/hardware_lottery.png (+0 -0)
➕ images/benchmarking/imagenet.png (+0 -0)
➕ images/benchmarking/mlperf_tiny.png (+0 -0)
➕ images/benchmarking/mnist.png (+0 -0)
➕ images/benchmarking/trifecta.png (+0 -0)
📝 references.bib (+193 -0)

📄 Description

Before submitting your Pull Request, please ensure that you have carefully reviewed and completed all items on this checklist.

Content
- The chapter content is complete and covers the topic in detail.
- All technical terms are well-defined and explained.
- Any code snippets or algorithms are well-documented and tested.
- The chapter follows a logical flow and structure.
References & Citations
- All references are correctly listed at the end of the chapter.
- In-text citations are used appropriately and match the references.
- All figures, tables, and images have proper sources and are cited correctly.
Quarto Website Rendering
- The chapter has been locally built and tested using Quarto.
- All images, figures, and tables render properly without any glitches.
- All images have a source or they are properly linked to external sites.
- Any interactive elements or widgets work as intended.
- The chapter's formatting is consistent with the rest of the book.
Grammar & Style
- The chapter has been proofread for grammar and spelling errors.
- The writing style is consistent with the rest of the book.
- Any jargon is clearly explained or avoided where possible.
Collaboration
- All group members have reviewed and approved the chapter.
- Any feedback from previous reviews or discussions has been addressed.
Miscellaneous
- All external links (if any) are working and lead to the intended destinations.
- If datasets or external resources are used, they are properly credited and linked.
- Any necessary permissions for reused content have been obtained.
Final Steps
- The chapter is pushed to the correct branch on the repository.
- The Pull Request is made with a clear title and description.
- The Pull Request includes any necessary labels or tags.
- The Pull Request mentions any stakeholders or reviewers who should take a look.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/harvard-edge/cs249r_book/pull/43 **Author:** [@profvjreddi](https://github.com/profvjreddi) **Created:** 10/28/2023 **Status:** ✅ Merged **Merged:** 10/30/2023 **Merged by:** [@mmaz](https://github.com/mmaz) **Base:** `main` ← **Head:** `benchmarking_ai` --- ### 📝 Commits (10+) - [`ce4fff4`](https://github.com/harvard-edge/cs249r_book/commit/ce4fff4e5bf6d3ba324b637633d894ee6d0b410f) Update benchmarking.qmd - [`8f05202`](https://github.com/harvard-edge/cs249r_book/commit/8f0520252f6c6ddcb9e564d28db34b5829a62d15) Adding links to benchmarking chapter - [`7ac8f76`](https://github.com/harvard-edge/cs249r_book/commit/7ac8f76ba3a482f75d9f2209d72ef5771013d679) benchmarking images - [`08a0392`](https://github.com/harvard-edge/cs249r_book/commit/08a03925954b70e4d27cf20768bf2da7d66ccd4d) Added introduction material - [`a771826`](https://github.com/harvard-edge/cs249r_book/commit/a771826d6cd27d69c1f60c7c95454ecd81923edc) Added learning objectives - [`d693d09`](https://github.com/harvard-edge/cs249r_book/commit/d693d099320f6dcd084a17a641aea589dde97e63) Added conclusion - [`7661941`](https://github.com/harvard-edge/cs249r_book/commit/7661941e10aac01c61fa472f8727480312955598) Remove old material - [`b83a41c`](https://github.com/harvard-edge/cs249r_book/commit/b83a41c565d69a784492804c71407c0ef4805551) Merge branch 'benchmarking_ai' of https://github.com/harvard-edge/cs249r_book into benchmarking_ai - [`d74ed42`](https://github.com/harvard-edge/cs249r_book/commit/d74ed427967a222b2c80a2fc4dd59c738f94d85a) data benchmarking citations - [`a90b006`](https://github.com/harvard-edge/cs249r_book/commit/a90b0062890bde4ea6d84bc34cdf4b31328e6306) Renamed the iamges ### 📊 Changes **12 files changed** (+974 additions, -54 deletions) <details> <summary>View changed files</summary> 📝 `_quarto.yml` (+2 -1) 📝 `benchmarking.qmd` (+779 -53) ➕ `images/benchmarking/coco.png` (+0 -0) ➕ `images/benchmarking/cover_ai_benchmarking.png` (+0 -0) ➕ `images/benchmarking/dynabench.png` (+0 -0) ➕ `images/benchmarking/end2end.png` (+0 -0) ➕ `images/benchmarking/hardware_lottery.png` (+0 -0) ➕ `images/benchmarking/imagenet.png` (+0 -0) ➕ `images/benchmarking/mlperf_tiny.png` (+0 -0) ➕ `images/benchmarking/mnist.png` (+0 -0) ➕ `images/benchmarking/trifecta.png` (+0 -0) 📝 `references.bib` (+193 -0) </details> ### 📄 Description Before submitting your Pull Request, please ensure that you have carefully reviewed and completed all items on this checklist. 1. **Content** - [x] The chapter content is complete and covers the topic in detail. - [x] All technical terms are well-defined and explained. - [x] Any code snippets or algorithms are well-documented and tested. - [x] The chapter follows a logical flow and structure. 2. **References & Citations** - [x] All references are correctly listed at the end of the chapter. - [x] In-text citations are used appropriately and match the references. - [x] All figures, tables, and images have proper sources and are cited correctly. 3. **Quarto Website Rendering** - [x] The chapter has been locally built and tested using Quarto. - [x] All images, figures, and tables render properly without any glitches. - [x] All images have a source or they are properly linked to external sites. - [x] Any interactive elements or widgets work as intended. - [ ] The chapter's formatting is consistent with the rest of the book. 4. **Grammar & Style** - [x] The chapter has been proofread for grammar and spelling errors. - [x] The writing style is consistent with the rest of the book. - [x] Any jargon is clearly explained or avoided where possible. 5. **Collaboration** - [x] All group members have reviewed and approved the chapter. - [x] Any feedback from previous reviews or discussions has been addressed. 6. **Miscellaneous** - [x] All external links (if any) are working and lead to the intended destinations. - [x] If datasets or external resources are used, they are properly credited and linked. - [x] Any necessary permissions for reused content have been obtained. 7. **Final Steps** - [x] The chapter is pushed to the correct branch on the repository. - [x] The Pull Request is made with a clear title and description. - [x] The Pull Request includes any necessary labels or tags. - [x] The Pull Request mentions any stakeholders or reviewers who should take a look. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>