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ESMM的输入 #3

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Zhangxy98 opened this issue Jul 24, 2022 · 0 comments
Closed

ESMM的输入 #3

Zhangxy98 opened this issue Jul 24, 2022 · 0 comments

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@Zhangxy98
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您好，请问一下ESMM模型构架的主任务cvr和辅助任务ctr的输入是一样的吗（所有的曝光样本）？也就是 cvr和ctr是否都是全量样本呢？还是cvr是点击样本，ctr是全量样本。

因为我看那个模型架构图，它是两个网络分别输入进去的，如果两个网络的输入是一样的，为何架构图不画成MMOE那种一个输入进去，共享底层再分成不同的任务，我这里有点疑惑。
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@Zhangxy98