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[PR #746] [MERGED] added model optimization feedback fixes #7768

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opened 2026-04-27 16:58:47 -05:00 by GiteaMirror · 0 comments
GiteaMirror commented 2026-04-27 16:58:47 -05:00
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📋 Pull Request Information

Original PR: https://github.com/harvard-edge/cs249r_book/pull/746
Author: @18jeffreyma
Created: 3/13/2025
Status: ✅ Merged
Merged: 3/13/2025
Merged by: @profvjreddi

Base: dev ← Head: jeff/model-optimization-fixes

📝 Commits (7)

  • f8bd052 added model optimization feedback fixes
  • 85adc36 Auto-update changelog
  • 9dd301a add switch transformer
  • 7ae6f1c Merge branch 'jeff/model-optimization-fixes' of github.com:harvard-edge/cs249r_book into jeff/model-optimization-fixes
  • 5338ca0 Moved figures into correct dir + updated figure text
  • 2d6194a Merge remote-tracking branch 'origin/jeff/model-optimization-fixes' into jeff/model-optimization-fixes
  • 20a9fd9 Incorporate the switch transformer figure in

📊 Changes

8 files changed (+684 additions, -581 deletions)

View changed files

📝 CHANGELOG.md (+553 -553)
➕ contents/core/efficient_ai/images/png/2_4_sparsity_gemm.png (+0 -0)
➕ contents/core/optimizations/images/png/2_4_sparsity_gemm.png (+0 -0)
➕ contents/core/optimizations/images/png/block-sparse-gemm.png (+0 -0)
➕ contents/core/optimizations/images/png/early-exit-architecture.png (+0 -0)
➕ contents/core/optimizations/images/png/switch-transformer.png (+0 -0)
📝 contents/core/optimizations/optimizations.bib (+80 -0)
📝 contents/core/optimizations/optimizations.qmd (+51 -28)

📄 Description

resolves #734

@profvjreddi just one note, unsure what this figure is supposed to be
https://mlsysbook.ai/contents/core/optimizations/optimizations.html#fig-quantized-energy

🔄 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/746 **Author:** [@18jeffreyma](https://github.com/18jeffreyma) **Created:** 3/13/2025 **Status:** ✅ Merged **Merged:** 3/13/2025 **Merged by:** [@profvjreddi](https://github.com/profvjreddi) **Base:** `dev` ← **Head:** `jeff/model-optimization-fixes` --- ### 📝 Commits (7) - [`f8bd052`](https://github.com/harvard-edge/cs249r_book/commit/f8bd05200ba90c003a0ecdbf7dfab65c56ebe832) added model optimization feedback fixes - [`85adc36`](https://github.com/harvard-edge/cs249r_book/commit/85adc36c69235f82dd457c4e66880887e2b6c83d) Auto-update changelog - [`9dd301a`](https://github.com/harvard-edge/cs249r_book/commit/9dd301a0173e8027f1af868f1f1dcfd736c6a2da) add switch transformer - [`7ae6f1c`](https://github.com/harvard-edge/cs249r_book/commit/7ae6f1c51586cec150434aab5bcb25dd0a77940b) Merge branch 'jeff/model-optimization-fixes' of github.com:harvard-edge/cs249r_book into jeff/model-optimization-fixes - [`5338ca0`](https://github.com/harvard-edge/cs249r_book/commit/5338ca0b6671a3829dc9fa7b93a667606ef3dc54) Moved figures into correct dir + updated figure text - [`2d6194a`](https://github.com/harvard-edge/cs249r_book/commit/2d6194ac617a841d9e4c52b5d64734f49c6f4913) Merge remote-tracking branch 'origin/jeff/model-optimization-fixes' into jeff/model-optimization-fixes - [`20a9fd9`](https://github.com/harvard-edge/cs249r_book/commit/20a9fd9cceae89d0b62b269d9260be60c690954b) Incorporate the switch transformer figure in ### 📊 Changes **8 files changed** (+684 additions, -581 deletions) <details> <summary>View changed files</summary> 📝 `CHANGELOG.md` (+553 -553) ➕ `contents/core/efficient_ai/images/png/2_4_sparsity_gemm.png` (+0 -0) ➕ `contents/core/optimizations/images/png/2_4_sparsity_gemm.png` (+0 -0) ➕ `contents/core/optimizations/images/png/block-sparse-gemm.png` (+0 -0) ➕ `contents/core/optimizations/images/png/early-exit-architecture.png` (+0 -0) ➕ `contents/core/optimizations/images/png/switch-transformer.png` (+0 -0) 📝 `contents/core/optimizations/optimizations.bib` (+80 -0) 📝 `contents/core/optimizations/optimizations.qmd` (+51 -28) </details> ### 📄 Description resolves #734 @profvjreddi just one note, unsure what this figure is supposed to be https://mlsysbook.ai/contents/core/optimizations/optimizations.html#fig-quantized-energy --- <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 2026-04-27 16:58:47 -05:00
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Reference: github-starred/cs249r_book#7768
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