Add the epsilon parameter to the BatchNorm layer. (fix #303) #311
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nihui
requested changes
Mar 27, 2018
src/layer/batchnorm.cpp
Outdated
| @@ -59,7 +60,7 @@ int BatchNorm::load_model(const ModelBin& mb) | |||
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| for (int i=0; i<channels; i++) | |||
| { | |||
| float sqrt_var = sqrt(var_data[i]); | |||
| float sqrt_var = sqrt(var_data[i]) + eps; | |||
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eps should be added inside sqrt()
ref https://arxiv.org/abs/1502.03167
ghimiredhikura
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to ghimiredhikura/NCNNSFD
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this pull request
Jul 26, 2020
…encent#311) * Add the epsilon parameter to the BatchNorm layer. (fix Tencent#303) * Move the eps into the sqrt.
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Liking the layers MVN and InstanceNorm, add the epsilon to the BatchNorm layer as a parameter to avoid the possible zero-division error.
epsto be0.fis to compatible with the old version.