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seungwonpark avatar seungwonpark commented on September 12, 2024

Hi, @luanyunteng
Thanks for pointing this out. I thought that the channel count should be increased at output nodes, but I find it unclear this time. (Since I wrote this code a month ago, I can't remember all the details.)
I'll check this again and reply to this thread. Thanks again, and feel free to add more comments here.

from randwirenn.

seungwonpark avatar seungwonpark commented on September 12, 2024

Top-1 accuracy reached only about 64.0% with this configuration when trained for 250 epochs with CosineAnnealingLR with SGD.
I suspect this issue to be a reason for low accuracy, hence I will try changing this.

from randwirenn.

seungwonpark avatar seungwonpark commented on September 12, 2024

working on branch fix/11. training in progress.

from randwirenn.

seungwonpark avatar seungwonpark commented on September 12, 2024

I think you're right. I fixed the number of channels and reached 69.2% top1 accuracy, which is far better than 64.0%.
This was fixed and merged to master branch. Thank you!

from randwirenn.

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