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A question about parameter sharing inside poly-3 modules #3

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creafz opened this issue May 19, 2018 · 0 comments
Open

A question about parameter sharing inside poly-3 modules #3

creafz opened this issue May 19, 2018 · 0 comments

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@creafz
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creafz commented May 19, 2018

After inspection of the model parameters, I noticed that each BatchNorm layer inside a poly-3 module has a different set of parameters. For example parameters for layers inception_resnet_b_1_path1_1x7_bn, inception_resnet_b_1_poly2_block1_path1_1x7_bn and inception_resnet_b_1_poly2_block2_path1_1x7_bn differ while inception_resnet_b_1_path1_1x7, inception_resnet_b_1_poly2_block1_path1_1x7 and inception_resnet_b_1_poly2_block2_path1_1x7 Convolutional layers have the same parameters.

Is my understanding correct that respective Convolutional layers are shared between all Inception blocks inside a poly-3 module while each BatchNorm layer inside an Inception block has its own set of parameters and therefore parameters of BatchNorm layers are not shared?

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