deepinsight / deepinsight/insightface

Why the feature has BatchNorm1d?

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https://github.com/deepinsight/insightface/blob/66739ca6b8d053679f0434fd20d2c308ac487cb9/recognition/arcface_torch/backbones/iresnet2060.py#L164
Why the feature has BatchNorm1d? And set the weight.requires_grad=False?

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