Giter Site home page Giter Site logo

Comments (3)

1049451037 avatar 1049451037 commented on August 10, 2024

Need more detailed information... What do you mean by "embed video encoder module from pytorch"?

from swissarmytransformer.

zyhzyh88 avatar zyhzyh88 commented on August 10, 2024

Sorry! I already have a video encoder written in pytorch, how can I fully embed this module into the sat framework?

from swissarmytransformer.

1049451037 avatar 1049451037 commented on August 10, 2024

Just replace the model with your pytorch module in fine-tuning script: (Because sat models are just normal pytorch modules)

model, args = ViTFinetuneModel.from_pretrained(args.from_pretrained, args)

One more thing, maybe you need to add a disable_untrainable_params function to your model, to control what parameters you want to train:

def disable_untrainable_params(self):
    total_trainable = 0
    enable = ['mlp']
    for n, p in self.named_parameters():
        flag = False
        for e in enable:
            if e.lower() in n.lower():
                flag = True
                break
        if not flag:
            p.requires_grad_(False)
        else:
            total_trainable += p.numel()
            print_rank0(n)
    print_rank0("***** Total trainable parameters: "+str(total_trainable)+" *****")

model.disable_untrainable_params = disable_untrainable_params

from swissarmytransformer.

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.