Git Product home page Git Product logo

Comments (6)

johannesostner avatar johannesostner commented on June 12, 2024

Hi Rachelly,
thanks for reporting this error!

This seems to be an issue related to tensorflow. Could you please provide the version numbers of your tensorflow, tensorflwo-probability and scCODA installations?
Also, are you trying to run scCODA on a cluster? The error resource temporarily unavailable could also be related to that.

from sccoda.

RachellyN avatar RachellyN commented on June 12, 2024

Hi johannesostner,
Here are my software versions:
scCODA: 0.1.4
tensorflow: 2.6.0
tensorflow-probability: 0.14.0

And yes, I am using a cluster.

from sccoda.

johannesostner avatar johannesostner commented on June 12, 2024

I am unsure whether this is the cause of the error, but the package versions you use are not tested with scCODA. The package is tested against tensorflow 2.4 and tensorflow-probability 2.6. There was an oversight on our side in the 0.1.4 version of scCODA, where the latest versions of both packages were always installed, instead of the recommended ones.
Please try downgrading these two packages and upgrading scCODA to 0.1.6.

I hope that this fixes your problem!

from sccoda.

RachellyN avatar RachellyN commented on June 12, 2024

Thank you again.
After upgrading to scCODA 0.016, tensorflow 2.4 and tensorflow-probability 0.12 (there is no version 2.6), this error message is gone!

from sccoda.

Zethson avatar Zethson commented on June 12, 2024

@johannesostner pinning Tensorflow to >=2.4 < 2.6 solves the issue, but is rather restrictive for environments which use more tools than sccoda. Would it be possible to identify and fix the root cause?

from sccoda.

johannesostner avatar johannesostner commented on June 12, 2024

The latest version of scCODA (0.1.7) are compatible with the latest tensorflow (2.8.0) and tensorflow-probability (0.16.0) versions. I could not reproduce the error described here, though. Closing this for now.

from sccoda.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.