Code Monkey home page Code Monkey logo

cognitivedistillation's Introduction

Hi there, I am Hanxun Huang (Curtis) πŸ‘‹

I am a research fellow at the School of Computing and Information Systems, The University of Melbourne. I completed my Ph.D. at the University of Melbourne, supervised by Prof. James Bailey, Dr. Xingjun Ma and Dr.Sarah Erfani. Prior to my PhD, I completed my Master’s at The University of Melbourne and Bachelor’s study at Purdue University.

πŸ”­ My research mainly focus on:

  • Adversarial Attacks and Defenses
  • Robust Machine Learning
  • Trustworthy ML

Contact me πŸ“§

Cheers 🍻

cognitivedistillation's People

Contributors

hanxunh avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

Forkers

hubin111 gnipping

cognitivedistillation's Issues

Requirements for the environment

Thanks for sharing your wonderful work. When I tried to run the code, it threw errors due to dependency conflicts of packages' versions: omegaconf, fairseq, hydra-core, and mlconfig. Could you please provide the requirements.txt for setting up the environment? Thanks.

Got problems in training model

Thank you for your work and code!
When i try to train a model , i use the config you stored in ./configs. The config i set is like below:
python train.py --exp_path output --exp_config configs/celeba --exp_name celeba_rn18
But i meet some problems like:

File "train.py", line 49, in epoch_exp_stats
loss = F.cross_entropy(logits, labels, reduction='none')
File "/home/miniconda3/envs/cog/lib/python3.8/site-packages/torch/nn/functional.py", line 3026, in cross_entropy
return torch._C._nn.cross_entropy_loss(input, target, weight, _Reduction.get_enum(reduction), ignore_index, label_smoothing)
TypeError: cross_entropy_loss(): argument 'input' (position 1) must be Tensor, not list

I didn't change the code, so i wonder if i set the config in a wrong way.
If you know why this happened , please offer me some help, Thanks a lot!

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    πŸ–– 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. πŸ“ŠπŸ“ˆπŸŽ‰

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.