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[PR #37] [MERGED] TinyML Model Optimization chapter #3177

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opened 2026-04-16 01:41:08 -05:00 by GiteaMirror · 0 comments
GiteaMirror commented 2026-04-16 01:41:08 -05:00
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📋 Pull Request Information

Original PR: https://github.com/harvard-edge/cs249r_book/pull/37
Author: @18jeffreyma
Created: 10/20/2023
Status: ✅ Merged
Merged: 10/30/2023
Merged by: @mpstewart1

Base: main ← Head: main

📝 Commits (10+)

📊 Changes

46 files changed (+1197 additions, -138 deletions)

View changed files

📝 .all-contributorsrc (+60 -60)
📝 README.md (+12 -12)
➕ _publish.yml (+4 -0)
📝 contributors.qmd (+12 -12)
➕ images/efficientnumerics_100x.png (+0 -0)
➕ images/efficientnumerics_PTQ.png (+0 -0)
➕ images/efficientnumerics_PTQQAT.png (+0 -0)
➕ images/efficientnumerics_PTQQATsummary.png (+0 -0)
➕ images/efficientnumerics_QAT.png (+0 -0)
➕ images/efficientnumerics_alexnet.png (+0 -0)
➕ images/efficientnumerics_benefitsofprecision.png (+0 -0)
➕ images/efficientnumerics_binary.png (+0 -0)
➕ images/efficientnumerics_calibration.png (+0 -0)
➕ images/efficientnumerics_edgequant.png (+0 -0)
➕ images/efficientnumerics_granularity.png (+0 -0)
➕ images/efficientnumerics_horowitz.png (+0 -0)
➕ images/efficientnumerics_int8vsfloat.png (+0 -0)
➕ images/efficientnumerics_lecturenote.png (+0 -0)
➕ images/efficientnumerics_modelsizes.png (+0 -0)
➕ images/efficientnumerics_nonuniform.png (+0 -0)

...and 26 more files

📄 Description

Missing items:

  • Checklist + Matt's feedback
  • Final pass of all figures, links and references.

🔄 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/37 **Author:** [@18jeffreyma](https://github.com/18jeffreyma) **Created:** 10/20/2023 **Status:** ✅ Merged **Merged:** 10/30/2023 **Merged by:** [@mpstewart1](https://github.com/mpstewart1) **Base:** `main` ← **Head:** `main` --- ### 📝 Commits (10+) - [`eaf1587`](https://github.com/harvard-edge/cs249r_book/commit/eaf158728254356d6ff5df2ea6aad8dcb383b950) Commit for authors - [`9d1b2ce`](https://github.com/harvard-edge/cs249r_book/commit/9d1b2ce0369f171d48f20bea174b961615c5114c) first draft - [`198750f`](https://github.com/harvard-edge/cs249r_book/commit/198750f87702f5d94fcc31e2d704d730d66cd831) adding images and efficient representation - [`50e7a33`](https://github.com/harvard-edge/cs249r_book/commit/50e7a33a50a27eb7fefdf2a9f063e35bf9735b31) updated optimizations - [`7f392e3`](https://github.com/harvard-edge/cs249r_book/commit/7f392e3147879a49f93f1d105c056ebf0303f395) added references - [`1a0e750`](https://github.com/harvard-edge/cs249r_book/commit/1a0e750935ed20c7567f3155ba4513c737ecf338) added three floating point formats img - [`5be9279`](https://github.com/harvard-edge/cs249r_book/commit/5be92792483709808aaca0aa7fbdfc2828378fb7) removed excess description - [`c887fe7`](https://github.com/harvard-edge/cs249r_book/commit/c887fe7252ff943bc8ddbee753bc1642107cd7b0) Update optimizations.qmd - [`26529c4`](https://github.com/harvard-edge/cs249r_book/commit/26529c4657ccb4a71394281455322c7c785b702c) Uploaded Images - [`59b9dde`](https://github.com/harvard-edge/cs249r_book/commit/59b9dde48e819ab497079024cee80561f715fe62) Fixed images directories ### 📊 Changes **46 files changed** (+1197 additions, -138 deletions) <details> <summary>View changed files</summary> 📝 `.all-contributorsrc` (+60 -60) 📝 `README.md` (+12 -12) ➕ `_publish.yml` (+4 -0) 📝 `contributors.qmd` (+12 -12) ➕ `images/efficientnumerics_100x.png` (+0 -0) ➕ `images/efficientnumerics_PTQ.png` (+0 -0) ➕ `images/efficientnumerics_PTQQAT.png` (+0 -0) ➕ `images/efficientnumerics_PTQQATsummary.png` (+0 -0) ➕ `images/efficientnumerics_QAT.png` (+0 -0) ➕ `images/efficientnumerics_alexnet.png` (+0 -0) ➕ `images/efficientnumerics_benefitsofprecision.png` (+0 -0) ➕ `images/efficientnumerics_binary.png` (+0 -0) ➕ `images/efficientnumerics_calibration.png` (+0 -0) ➕ `images/efficientnumerics_edgequant.png` (+0 -0) ➕ `images/efficientnumerics_granularity.png` (+0 -0) ➕ `images/efficientnumerics_horowitz.png` (+0 -0) ➕ `images/efficientnumerics_int8vsfloat.png` (+0 -0) ➕ `images/efficientnumerics_lecturenote.png` (+0 -0) ➕ `images/efficientnumerics_modelsizes.png` (+0 -0) ➕ `images/efficientnumerics_nonuniform.png` (+0 -0) _...and 26 more files_ </details> ### 📄 Description Missing items: - Checklist + Matt's feedback - Final pass of all figures, links and references. --- <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 01:41:08 -05:00
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Reference: github-starred/cs249r_book#3177