performance difference between fmobilenet and fmobilenetv2

[zhenglaizhang]

Hi, from the paper and readme, it seems the mobilenet m1 == fmobilenet ==LMobileNetE , and curiors the performance of fmobilenetv2.

[nttstar]

I haven't finished a whole training process with fmobilenetv2 yet, you can try it.

[zhenglaizhang]

@nttstar Yeah, I will do in the near future, I have just tried to train fmobilenet, but find the checkpoint params file is around 227M, it is so big, trained with following configurations (I used the memonger so that I could set the per batch size as 128, for the pool 1060 6G memory -:( )

--network m1 --loss-type 4 --margin-m 0.5 --per-batch-size 128 --memonger ...

insightface paper states the size of mobilenet is around 112 Mb, I am a bit confused here.

[nttstar]

remove last weight matrix by deploy/model_slim.py

[zhenglaizhang]

@nttstar Oh, thanks man, I should have thought of it -:)