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esmm model by tensorflow keras
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。
tf版本等req.txt和训练样本可以提供嘛
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。
因为我看您写的代码两个子网络的输入都是分别生成的组合成一个列表形式,并且论文的模型架构图也是两个网络分别输入进去的。但是我这里就有点奇怪,不是说在全量样本空间建模吗?那不就应该是输入同一份数据进入两个网络,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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