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[1607.06450] Layer Normalization

https://arxiv.org/abs/1607.06450
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参与人数
2026-07-28 10:05:34
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arxiv.org
划选高亮2026-07-28 16:29:34
原文高亮摘录
“reduce the training time”
Whisper 随想笔记
Finally a normalization that works for RNNs without all that batch size fuss.
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arxiv.org
划选高亮2026-07-28 13:26:34
原文高亮摘录
“batch norma”
Whisper 随想笔记
Does this actually scale well for CNNs though? Batch norm felt more natural there.
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arxiv.org
划选高亮2026-07-28 13:17:34
原文高亮摘录
“batch norma”
Whisper 随想笔记
So layer norm is basically batch norm but for single examples, makes sense for RNNs.
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arxiv.org
划选高亮2026-07-28 10:23:34
原文高亮摘录
“normalize the activities of the neurons”
Whisper 随想笔记
tried it on my lstm and yeah, training felt way smoother
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arxiv.org
划选高亮2026-07-28 10:14:34
原文高亮摘录
“normalize the activities of the neurons”
Whisper 随想笔记
but does it actually help with small datasets or just big ones?
arxiv.org favicon
arxiv.org
划选高亮2026-07-28 10:05:34
原文高亮摘录
“normalize the activities of the neurons”
Whisper 随想笔记
finally something that works for rnns without batch size headaches

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