wangsr126 / mae-lite Goto Github PK
View Code? Open in Web Editor NEWOfficial implement for ICML2023 paper: "A Closer Look at Self-Supervised Lightweight Vision Transformers"
License: Apache License 2.0
Official implement for ICML2023 paper: "A Closer Look at Self-Supervised Lightweight Vision Transformers"
License: Apache License 2.0
I follow the instructions in README.md, and try to finetune the pretrained model. So I type the command like:
ssl_train -b 128 -d 1 -e 50 -f finetuning_transfer_exp.py --amp
--ckpt checkpoints/mae_tiny_400e.pth.tar --exp-options pretrain_exp_name=mae_tiny
dataset=CIFAR100 save_folder_prefix='cifar_' num_classes=100 lr=0.1 layer_decay=0.75
But it returns "ssl_train: command not found" and I can not find relevant things on Internet. Could you tell me how to make this work? Thanks.
Can you please tell me what the instructions for testing the pre-trained model you provided are?
Could you please tell me how to use SSL_ train?
Hello,
could you please tell the expected accuracy for 100 epochs fine tuning on ImageNet? (after MAE pretrain for 400 epochs, or moco)
I have seen accuracy results after fine tuning for 300 epochs or 1K.
Thanks
When I was fine-tuning on COCO, I got an error as shown in the title. Although I followed the instructions, Detectron2 may not have been installed successfully. Could you suggest something?
Can I have access to the ViT-Tiny models you guys trained using different SSL methods (e.g., DINO)?
Thank you.
I try to install the package mae_lite
based on python3 setup.py build develop --user
but I can not import mae_lite
in my python shell.
After debugging, I found the package is not correctly installed.
I find the solution at https://stackoverflow.com/questions/64404003/setuptools-find-packages-returns-empty-list
I hope the authors can fix it.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.