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DmitryUlyanov / texture_nets

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.
Apache License 2.0
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Does BN function equivalently to InstanceNorm when batchsize equals 1? #77

Closed Naruto-Sasuke closed 7 years ago

DmitryUlyanov commented 7 years ago

Yes, if you will not set eval mode while testing.

Naruto-Sasuke commented 7 years ago

Thank you. I am wondering that whether using BN with batchSize 1 has the same effect with using InstanceNorm with batchSize 1. Or which is better for most normal cases.

DmitryUlyanov commented 7 years ago

Hi, BN with batch size 1 is exactly the same as Instance norm with batch size = 1.

On Tue, Aug 8, 2017 at 6:12 PM Hungryof notifications@github.com wrote:

Thank you. I am wondering that whether using BN with batchSize 1 has the same effect with using InstanceNorm with batchSize 1. Or which is better for most normal cases.

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Naruto-Sasuke commented 7 years ago

Aha, I got it and thank you Dimitry!