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[PR #144] [CLOSED] Model optimization chapter visualizations #3230

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opened 2026-04-16 01:42:33 -05:00 by GiteaMirror · 0 comments
GiteaMirror commented 2026-04-16 01:42:33 -05:00
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📋 Pull Request Information

Original PR: https://github.com/harvard-edge/cs249r_book/pull/144
Author: @eliasab16
Created: 12/16/2023
Status: ❌ Closed

Base: main ← Head: model-optimization_viz

📝 Commits (5)

📊 Changes

22 files changed (+95 additions, -63 deletions)

View changed files

➖ contents/ai_for_good/images/png/cover_ai_good.png (+0 -0)
➖ contents/benchmarking/images/png/cover_ai_benchmarking.png (+0 -0)
📝 contents/contributors.qmd (+0 -0)
➖ contents/dl_primer/images/png/cover_dl_primer.png (+0 -0)
➖ contents/embedded_ml/images/png/cover_embedded_ai.png (+0 -0)
➖ contents/embedded_sys/images/png/cover_embedded_sys.png (+0 -0)
➖ contents/frameworks/images/png/cover_ml_frameworks.png (+0 -0)
➖ contents/hw_acceleration/images/png/cover_ai_hardware.png (+0 -0)
➖ contents/ondevice_learning/images/png/cover_ondevice_learning.png (+0 -0)
➖ contents/ops/images/png/cover_ml_ops.png (+0 -0)
➕ contents/optimizations/images/jpg/modeloptimization_3float_types.jpeg (+0 -0)
➕ contents/optimizations/images/jpg/modeloptimization_channel_layer_pruning.jpeg (+0 -0)
➕ contents/optimizations/images/jpg/modeloptimization_iterative_pruning.jpeg (+0 -0)
➕ contents/optimizations/images/jpg/modeloptimization_oneshot_pruning.jpeg (+0 -0)
➕ contents/optimizations/images/jpg/modeloptimization_sprase_matrix.jpeg (+0 -0)
➕ contents/optimizations/images/jpg/modeloptimization_winning_ticket.jpeg (+0 -0)
➖ contents/optimizations/images/png/cover_model_optimizations.png (+0 -0)
📝 contents/optimizations/optimizations.qmd (+95 -63)
➖ contents/privacy_security/images/png/cover_security_privacy.png (+0 -0)
➖ contents/responsible_ai/images/png/cover_responsible_ai.png (+0 -0)

...and 2 more files

📄 Description

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

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. Collaboration

    • All group members have reviewed and approved the chapter.
    • Any feedback from previous reviews or discussions has been addressed.

  6. 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.

  7. 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/144 **Author:** [@eliasab16](https://github.com/eliasab16) **Created:** 12/16/2023 **Status:** ❌ Closed **Base:** `main` ← **Head:** `model-optimization_viz` --- ### 📝 Commits (5) - [`d508431`](https://github.com/harvard-edge/cs249r_book/commit/d508431bc9b77be1b656185cfd2ca5277839337f) Added 4 visualizations - [`e124b72`](https://github.com/harvard-edge/cs249r_book/commit/e124b723df0b08dab1b114302d4a74dcaaa97132) Replaced pruning examples with improved ones - [`dc3d22c`](https://github.com/harvard-edge/cs249r_book/commit/dc3d22c7d1ab6b1e7fb3aea1658b97e022e0e4bf) Edited text - [`ad05fcb`](https://github.com/harvard-edge/cs249r_book/commit/ad05fcb0ba967ef5a5ffcdca470ec212c02daa5b) Added figures; improved formatting. - [`75a23c9`](https://github.com/harvard-edge/cs249r_book/commit/75a23c96c2923fb34553ebd15c63a64c2eb18ec6) Ready for review ### 📊 Changes **22 files changed** (+95 additions, -63 deletions) <details> <summary>View changed files</summary> ➖ `contents/ai_for_good/images/png/cover_ai_good.png` (+0 -0) ➖ `contents/benchmarking/images/png/cover_ai_benchmarking.png` (+0 -0) 📝 `contents/contributors.qmd` (+0 -0) ➖ `contents/dl_primer/images/png/cover_dl_primer.png` (+0 -0) ➖ `contents/embedded_ml/images/png/cover_embedded_ai.png` (+0 -0) ➖ `contents/embedded_sys/images/png/cover_embedded_sys.png` (+0 -0) ➖ `contents/frameworks/images/png/cover_ml_frameworks.png` (+0 -0) ➖ `contents/hw_acceleration/images/png/cover_ai_hardware.png` (+0 -0) ➖ `contents/ondevice_learning/images/png/cover_ondevice_learning.png` (+0 -0) ➖ `contents/ops/images/png/cover_ml_ops.png` (+0 -0) ➕ `contents/optimizations/images/jpg/modeloptimization_3float_types.jpeg` (+0 -0) ➕ `contents/optimizations/images/jpg/modeloptimization_channel_layer_pruning.jpeg` (+0 -0) ➕ `contents/optimizations/images/jpg/modeloptimization_iterative_pruning.jpeg` (+0 -0) ➕ `contents/optimizations/images/jpg/modeloptimization_oneshot_pruning.jpeg` (+0 -0) ➕ `contents/optimizations/images/jpg/modeloptimization_sprase_matrix.jpeg` (+0 -0) ➕ `contents/optimizations/images/jpg/modeloptimization_winning_ticket.jpeg` (+0 -0) ➖ `contents/optimizations/images/png/cover_model_optimizations.png` (+0 -0) 📝 `contents/optimizations/optimizations.qmd` (+95 -63) ➖ `contents/privacy_security/images/png/cover_security_privacy.png` (+0 -0) ➖ `contents/responsible_ai/images/png/cover_responsible_ai.png` (+0 -0) _...and 2 more files_ </details> ### 📄 Description Before submitting your Pull Request, please ensure that you have carefully reviewed and completed all items on this checklist. 1. **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. 2. **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. 3. **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. 4. **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. 5. **Collaboration** - [ ] All group members have reviewed and approved the chapter. - [ ] Any feedback from previous reviews or discussions has been addressed. 6. **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. 7. **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. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
GiteaMirror added the pull-request label 2026-04-16 01:42:33 -05:00
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Reference: github-starred/cs249r_book#3230
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