Why scaling it by 2.74?

pkuxmq / OTTT-SNN

[NeurIPS 2022] Online Training Through Time for Spiking Neural Networks

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Why scaling it by 2.74? #3

Open AmperiaWang opened 3 months ago

AmperiaWang commented 3 months ago

I noticed that you have used large amount of Scale(2.74) in your code. However, I didn't saw any descriptions or similar codes by others that can explain it. I wonder if they are some kind of feature or just I missed the related description. Can you explain it for me? I'll appreciate it.

pkuxmq commented 3 months ago

This is the scale for scaled weight standardization in NF-ResNet (instead of batch normalization). Please refer to Sec. 4.4 and Appendix C.1 in the paper for details.