Use of NTK Condition Number in Combination with ZEN Score.

[SXKJames]

Hello MingLin,

I found your NAS approach to be very interesting.

Did you ever try to combine the ZEN-Score with the NTK-score like the TE-NAS paper did? The TE-NAS paper suggests that combining the NTK-Score with a expressivity measure would improve the overall performance.

Thanks,
SXK

[MingLin-home]

Hi SXKJames,

Good idea! We did not try Zen + NTK. It might worth a try. Please be aware that the NTK also suffers from the BN normalization problem, so you should calibrate the gradient norm too.

Please let me know if it works!

[dovedx]

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