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Is nn.AdaptiveAvgPool2d(1) too small? #2

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King-HAW opened this issue Oct 17, 2019 · 0 comments
Open

Is nn.AdaptiveAvgPool2d(1) too small? #2

King-HAW opened this issue Oct 17, 2019 · 0 comments

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@King-HAW
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Hi, Appian. Thanks for sharing the code. I have a question about model.avg_pool. You use nn.AdaptiveAvgPool2d(1) to make the feature map become 1x1, is that too small for the training process? I think that it may lose some information or details which are important to the classification task. Have you ever tried other size, for example 5x5 or 7x7? Thanks for answering.

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