yuanli2333 / cka-centered-kernel-alignment Goto Github PK
View Code? Open in Web Editor NEWReproduce CKA: Similarity of Neural Network Representations Revisited
Home Page: https://arxiv.org/abs/1905.00414
License: MIT License
Reproduce CKA: Similarity of Neural Network Representations Revisited
Home Page: https://arxiv.org/abs/1905.00414
License: MIT License
Hi,
do you have the code to compute CKA for large matrices? (memory allocation issues)
thanks
hello, excuse. I meet this error when I use the cca code to compute the similarity of two models‘ output,batch size is 256 and the output dimension is 2048. there is something wrong when computing the SVD,I have no idea with it, could you give me some help?Thanks very much!
https://github.com/google-research/google-research/tree/master/representation_similarity
Just a reminder for the author and other potential researchers who looking for CKA implementation.
I want to use cka for another dataset. how I can generate .p file which is in the model activation folder.
hi guys,
Is it true that the CKA could only calculate matrix with 2 size? one for BS, one for another arbitrary one?
if so, it seems not suitable to compare among pictures.
looking for answer and many thanks
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