lambda-networks icon indicating copy to clipboard operation
lambda-networks copied to clipboard

LambdaResNet Implementation?

Open verbiiyo opened this issue 5 years ago • 4 comments

I have been looking around and found one implementation of LambdaResNets, although there seem to be some metric performance problems and I've found wall-clock performance problems (runs ~7x slower than normal resnets).

Do you plan on putting out a lambdaresnet model in this repository?

verbiiyo avatar Nov 12 '20 08:11 verbiiyo

Hi! I have no plans as my research interests rests in attention rather than convolutions

Feel free to submit a PR though!

lucidrains avatar Nov 12 '20 15:11 lucidrains

@lucidrains Here is an implementation of Lambda ResNet with training logs and pre-trained models on ImageNet https://github.com/d-li14/lambda.pytorch. Would you please consider adding it to this repo?

d-li14 avatar Dec 10 '20 12:12 d-li14

@lucidrains Here is an implementation of Lambda ResNet with training logs and pre-trained models on ImageNet https://github.com/d-li14/lambda.pytorch. Would you please consider adding it to this repo?

@d-li14 Did your implementation require a lot of memory to train?

phongnhhn92 avatar Dec 16 '20 22:12 phongnhhn92

Here is another attempt to integrate lambda-net into a pre-trained model. Work in progress though, https://github.com/innat/LamdaDenseNet-121

innat avatar Jan 10 '21 23:01 innat