[PR #8328] [CLOSED] fix: mps detected in env.py #9000

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opened 2025-11-11 18:11:32 -06:00 by GiteaMirror · 0 comments
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📋 Pull Request Information

Original PR: https://github.com/open-webui/open-webui/pull/8328
Author: @richtong
Created: 1/5/2025
Status: Closed

Base: devHead: rich-mps-dev


📝 Commits (1)

  • 3b3b389 fix: mps detected in env.py

📊 Changes

1 file changed (+23 additions, -23 deletions)

View changed files

📝 backend/open_webui/env.py (+23 -23)

📄 Description

Detects in env.py if apple silicon can be used and sets pytorch to it (and sorry my linter added some other commas and reformatting, I can fix if needed and disable that).

The changes are:

  1. env.py: detects if the pytorch mps device is available and if pytorch is built for it
  2. env.py: cleans up the current detection code which includes a try and except and replaces it with a simple if.
  3. env.py: adds a try and except when importing pytorch in case the backend is built without it
  4. No documentation change made since Apple Silicon support is not specific listed and judging from Discussion, its assumed it works but could add if needed
  5. No new dependencies added uses existing pytorch checks

Note: I do not have a Windows machine nor a CUDA machine, but looking at the code it should perform the same in setting env.py properly

Note: I did not fix but can if desired fixed two other places where there code looks wrong. I just grepped for "coda". I'm not sure why they ignore the logic in env.py which basically ignores CUDA in Docker unless DOCKER_CUDA is set

./backend/open_webui/routes/audio.py:99 This is setting device type but only allows cuda and cpu but not mps. I don't know the audio code well enough to know why it is overriding what is set in ./env.py

"device": DEVICE_TYPE if DEVICE_TYPE and DEVICE_TYPE == "cuda" else "cpu",

# should become
"device": DEVICE_TYPE

./backend/open_webui/retrieval/models/colbert.py:11 this is ignoring DEVICE_TYPE. Again, I didn't change it because I don't know the Colbert code well enough. Does if fail on Apple Silicon. Is this because RAG does not have access to env.py, I don't know the code well enough to say

self.device = "cuda" if torch.cuda.is_available() else "cpu"
# should become
self.device = DEVICE_TYPE

Pull Request Checklist

Note to first-time contributors: Please open a discussion post in Discussions and describe your changes before submitting a pull request.

Before submitting, make sure you've checked the following:

  • Target branch: Please verify that the pull request targets the dev branch.
  • Description: Provide a concise description of the changes made in this pull request.
  • Changelog: Ensure a changelog entry following the format of Keep a Changelog is added at the bottom of the PR description.
  • Documentation: Have you updated relevant documentation Open WebUI Docs, or other documentation sources?
  • Dependencies: Are there any new dependencies? Have you updated the dependency versions in the documentation?
  • Testing: Have you written and run sufficient tests for validating the changes?
  • [x ] Code review: Have you performed a self-review of your code, addressing any coding standard issues and ensuring adherence to the project's coding standards?
  • Prefix: To cleary categorize this pull request, prefix the pull request title, using one of the following:
    • BREAKING CHANGE: Significant changes that may affect compatibility
    • build: Changes that affect the build system or external dependencies
    • ci: Changes to our continuous integration processes or workflows
    • chore: Refactor, cleanup, or other non-functional code changes
    • docs: Documentation update or addition
    • feat: Introduces a new feature or enhancement to the codebase
    • fix: Bug fix or error correction
    • i18n: Internationalization or localization changes
    • perf: Performance improvement
    • refactor: Code restructuring for better maintainability, readability, or scalability
    • style: Changes that do not affect the meaning of the code (white-space, formatting, missing semi-colons, etc.)
    • test: Adding missing tests or correcting existing tests
    • WIP: Work in progress, a temporary label for incomplete or ongoing work

Changelog Entry

Description

  • [Concisely describe the changes made in this pull request, including any relevant motivation and impact (e.g., fixing a bug, adding a feature, or improving performance)]

Added

Added. Check for Apple Silicon and the pytorch mps device
Added. README on how to use uv in a venv to debug the backend

Changed

Changed. Detection in env.py of docker, cuda and cpu only so mps is added easily

Deprecated

None

Removed

None

Fixed

None

Security

None

Breaking Changes

None


Additional Information

The current implementation runs sentence transformers in RAG on CPU only when Apple Silicon support is available

Screenshots or Videos

Hard to capture the speed increases, but this speeds up RAG by 100x at least on my M4 Max. I can also see the GPU is being used in the Stats.


🔄 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/open-webui/open-webui/pull/8328 **Author:** [@richtong](https://github.com/richtong) **Created:** 1/5/2025 **Status:** ❌ Closed **Base:** `dev` ← **Head:** `rich-mps-dev` --- ### 📝 Commits (1) - [`3b3b389`](https://github.com/open-webui/open-webui/commit/3b3b389d6c7c108fde0b67d7e76ea64c57593e66) fix: mps detected in env.py ### 📊 Changes **1 file changed** (+23 additions, -23 deletions) <details> <summary>View changed files</summary> 📝 `backend/open_webui/env.py` (+23 -23) </details> ### 📄 Description Detects in env.py if apple silicon can be used and sets pytorch to it (and sorry my linter added some other commas and reformatting, I can fix if needed and disable that). The changes are: 1. env.py: detects if the pytorch mps device is available and if pytorch is built for it 2. env.py: cleans up the current detection code which includes a try and except and replaces it with a simple if. 3. env.py: adds a try and except when importing pytorch in case the backend is built without it 5. No documentation change made since Apple Silicon support is not specific listed and judging from Discussion, its assumed it works but could add if needed 6. No new dependencies added uses existing pytorch checks Note: I do not have a Windows machine nor a CUDA machine, but looking at the code it should perform the same in setting env.py properly Note: I did not fix but can if desired fixed two other places where there code looks wrong. I just grepped for "coda". I'm not sure why they ignore the logic in env.py which basically ignores CUDA in Docker unless DOCKER_CUDA is set ./backend/open_webui/routes/audio.py:99 This is setting device type but only allows cuda and cpu but not mps. I don't know the audio code well enough to know why it is overriding what is set in ./env.py ``` "device": DEVICE_TYPE if DEVICE_TYPE and DEVICE_TYPE == "cuda" else "cpu", # should become "device": DEVICE_TYPE ``` ./backend/open_webui/retrieval/models/colbert.py:11 this is ignoring DEVICE_TYPE. Again, I didn't change it because I don't know the Colbert code well enough. Does if fail on Apple Silicon. Is this because RAG does not have access to env.py, I don't know the code well enough to say ``` self.device = "cuda" if torch.cuda.is_available() else "cpu" # should become self.device = DEVICE_TYPE ``` # Pull Request Checklist ### Note to first-time contributors: Please open a discussion post in [Discussions](https://github.com/open-webui/open-webui/discussions) and describe your changes before submitting a pull request. **Before submitting, make sure you've checked the following:** - [x] **Target branch:** Please verify that the pull request targets the `dev` branch. - [x] **Description:** Provide a concise description of the changes made in this pull request. - [x] **Changelog:** Ensure a changelog entry following the format of [Keep a Changelog](https://keepachangelog.com/) is added at the bottom of the PR description. - [x] **Documentation:** Have you updated relevant documentation [Open WebUI Docs](https://github.com/open-webui/docs), or other documentation sources? - [x] **Dependencies:** Are there any new dependencies? Have you updated the dependency versions in the documentation? - [x] **Testing:** Have you written and run sufficient tests for validating the changes? - [x ] **Code review:** Have you performed a self-review of your code, addressing any coding standard issues and ensuring adherence to the project's coding standards? - [x] **Prefix:** To cleary categorize this pull request, prefix the pull request title, using one of the following: - **BREAKING CHANGE**: Significant changes that may affect compatibility - **build**: Changes that affect the build system or external dependencies - **ci**: Changes to our continuous integration processes or workflows - **chore**: Refactor, cleanup, or other non-functional code changes - **docs**: Documentation update or addition - **feat**: Introduces a new feature or enhancement to the codebase - **fix**: Bug fix or error correction - **i18n**: Internationalization or localization changes - **perf**: Performance improvement - **refactor**: Code restructuring for better maintainability, readability, or scalability - **style**: Changes that do not affect the meaning of the code (white-space, formatting, missing semi-colons, etc.) - **test**: Adding missing tests or correcting existing tests - **WIP**: Work in progress, a temporary label for incomplete or ongoing work # Changelog Entry ### Description - [Concisely describe the changes made in this pull request, including any relevant motivation and impact (e.g., fixing a bug, adding a feature, or improving performance)] ### Added Added. Check for Apple Silicon and the pytorch mps device Added. README on how to use uv in a venv to debug the backend ### Changed Changed. Detection in env.py of docker, cuda and cpu only so mps is added easily ### Deprecated None ### Removed None ### Fixed None ### Security None ### Breaking Changes None --- ### Additional Information The current implementation runs sentence transformers in RAG on CPU only when Apple Silicon support is available ### Screenshots or Videos Hard to capture the speed increases, but this speeds up RAG by 100x at least on my M4 Max. I can also see the GPU is being used in the Stats. --- <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 2025-11-11 18:11:32 -06:00
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Reference: github-starred/open-webui#9000