Model sizes of ImageNet models

[Jopyth]

Hi,

I read your paper and think it is very interesting. You already provided the number of FLOPs of Res18-Auto-A and Res18-Auto-B.

Did you also calculate or measure the model size (assuming we store the binary weights as 1 bit) of Res18-Auto-A and Res18-Auto-B for the ImageNet models? That would be very interesting for comparison purposes.

Best regards, Joseph

[iamhankai]

Hi Joseph,

Thanks for your interest. The statistics of AutoBNN for ImageNet is as follows:

model	model size	top-1 acc
Res18-Auto-A	~15MB	68.64%
Res18-Auto-B	~19MB	69.65%

Best, Kai