Giter Club home page Giter Club logo

Comments (3)

melihyilmaz avatar melihyilmaz commented on July 3, 2024

Hi,

You're likely getting this memory error because the model and training batches don't fit into a single GPU (pre-trained models we provided were trained on 2x 2080 GPUs). You can either try using a smaller batch size or decrease the number of model parameters by lowering dim_model, n_layers etc.

from casanovo.

mantouRobot avatar mantouRobot commented on July 3, 2024

@melihyilmaz
Hi,
I trained the model using two 2080Ti. If I used the default one mgf file from 9 species, the error of CUDA out of memory will not happen. Is there something wrong with my MGF file?

from casanovo.

melihyilmaz avatar melihyilmaz commented on July 3, 2024

I trained the model using two 2080Ti.

Does out of memory problem persist when you try training the model on 2 GPUs with your own data using training batch size 32? If so I'm not sure what the problem is.

You can check whether there's a problem with your mgf file by comparing it with one of the 9 mgf files we provide

from casanovo.

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.