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Learning Rate #16

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tom99763 opened this issue Apr 2, 2023 · 0 comments

tom99763 commented Apr 2, 2023

https://www.kaggle.com/code/tom99763/matrix-capsules-with-em-routing?scriptVersionId=124263074

我發現使用0.001的learning rate沒辦法訓練這個模型(mnist的準確度卡在0.1), 我想知道為什麼訓練這篇paper的模型learning初始要大到0.01, 是gradient的問題嗎?

還有我有發現kernel_tile的運算產生的gradient非常大, 或許是這個問題?

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