Coder Social home page Coder Social logo

Comments (3)

LIN-Yu-Ting avatar LIN-Yu-Ting commented on June 30, 2024

Agree with this issue. Imagine that your native code jar is built in CUDA 11.8 environment and you try to run this in CUDA 12.0 environment then you might not be able to do that.

from spark-rapids-examples.

GaryShen2008 avatar GaryShen2008 commented on June 30, 2024

It seems simply to change the "CUDA_STATIC_RUNTIME ON" so that the udf.so won't link to cuda runtime dynamically.
One question is that if we build in the docker with cuda11, but run with a spark-rapids plugin cuda12, will it be a problem?
If so, we should clarify in README to avoid such case.

from spark-rapids-examples.

jlowe avatar jlowe commented on June 30, 2024

It seems simply to change the "CUDA_STATIC_RUNTIME ON"

Yes, I believe it's essentially that, although there's a couple of spots that need to be updated due to lack of variable reuse. I'll post a PR shortly.

if we build in the docker with cuda11, but run with a spark-rapids plugin cuda12, will it be a problem?

No. Because we're statically linking the CUDA runtime, only the driver is required. The driver is backwards compatible with older CUDA runtimes.

from spark-rapids-examples.

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.