Giter Site home page Giter Site logo

GPU util always under 40% about vehicle-rear HOT 3 CLOSED

JekOng avatar JekOng commented on June 17, 2024
GPU util always under 40%

from vehicle-rear.

Comments (3)

icarofua avatar icarofua commented on June 17, 2024

Hi, Thanks for using my code. In my code I am using the imgaug, this is a library to image augmentation and runs in cpu. If you look in the line with this ProcessPoolExecutor(max_workers = 4), I create initially 8 threads and I use 4 in the train and 4 in the validation, I guess because of this your CPU is 60%, try to reduce this number based in your capacity of CPUs.

from vehicle-rear.

JekOng avatar JekOng commented on June 17, 2024

Hi, Thanks for using my code. In my code I am using the imgaug, this is a library to image augmentation and runs in cpu. If you look in the line with this ProcessPoolExecutor(max_workers = 4), I create initially 8 threads and I use 4 in the train and 4 in the validation, I guess because of this your CPU is 60%, try to reduce this number based in your capacity of CPUs.

When I use my another computer with GTX1060, its GPU util keeps 90%-100%. However my computer with RTX2060 won't made that even though I changed tensorflow-gpu version from 2.0 to 1.9 or 1.8. Maybe I should use my GTX1060 to finish the training. What's more, I have to grateful for your assistance.

from vehicle-rear.

icarofua avatar icarofua commented on June 17, 2024

Ok. Good Luck.

from vehicle-rear.

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.