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leocvml avatar leocvml commented on May 26, 2024 1

Hi , Sorry for the late reply.
i made experiment on Activation and InstanceNorm , but i forgeted to replace the Resblockv2 :((
in this paper : Identity Mappings in Deep Residual Networks
it proposed model (e) (ResBlockv2):
image

i will change to ResblockV2
x + R(I(C(R(I(C(x))))) = > x + C(R(I(C(R(I(x))))))

thanks your commented

from cyclegan-gluon-mxnet.

CuriousCat-7 avatar CuriousCat-7 commented on May 26, 2024

Hi , Sorry for the late reply.
i made experiment on Activation and InstanceNorm , but i forgeted to replace the Resblockv2 :((
in this paper : Identity Mappings in Deep Residual Networks
it proposed model (e) (ResBlockv2):
image

i will change to ResblockV2
x + R(I(C(R(I(C(x))))) = > x + C(R(I(C(R(I(x))))))

thanks your commented

Thank you for your reply. it makes more sense. However, please note that other famous open sources cyclic gan projects use ResNetBlockV1【x + I(C(R(I(C(x)))) 】, and it seems accepted by others. It would be great to reproduce there method. As far as my experiment, the model acts better after I change the RestNetBlock in the code.

Best regard,
Neo

from cyclegan-gluon-mxnet.

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