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BiTGCF代码里有这么一句:
RecBole-CDR/recbole_cdr/model/cross_domain_recommender/bitgcf.py
Lines 59 to 64 in d339918
根据我的理解,这里代码的作用是把source_user_embedding中的target domain user embedding给mask掉,请问user_embedding中source user和target user的排列顺序是怎样的?
如果source_user_embedding的user是按照 [只出现在source domain user] [overlap user] [只出现在target domain user]这个顺序排列的,那么对应的在source_user_embedding里mask掉target domain user的index应该是 self.source_user_embedding.weight[self.source_num_users: ].fill_(0)
self.source_user_embedding.weight[self.source_num_users: ].fill_(0)
而在在target_user_embedding里mask掉source domain user的index应该是 self.target_user_embedding.weight[:self.source_num_users - self.overlapped_num_users].fill_(0)
self.target_user_embedding.weight[:self.source_num_users - self.overlapped_num_users].fill_(0)
我不是很清楚现在代码中的逻辑是对应怎么的user排列顺序。
另外我看几行代码对embedding fill(0)的维度似乎也不对?
根据这个issue,这几行似乎对后续训练不产生任何影响,但这几行代码的逻辑还是让我很好奇。 #64
也许是我理解错了,但希望作者能帮我解答我的疑惑。谢谢!
The text was updated successfully, but these errors were encountered:
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BiTGCF代码里有这么一句:
RecBole-CDR/recbole_cdr/model/cross_domain_recommender/bitgcf.py
Lines 59 to 64 in d339918
根据我的理解,这里代码的作用是把source_user_embedding中的target domain user embedding给mask掉,请问user_embedding中source user和target user的排列顺序是怎样的?
如果source_user_embedding的user是按照 [只出现在source domain user] [overlap user] [只出现在target domain user]这个顺序排列的,那么对应的在source_user_embedding里mask掉target domain user的index应该是
self.source_user_embedding.weight[self.source_num_users: ].fill_(0)
而在在target_user_embedding里mask掉source domain user的index应该是
self.target_user_embedding.weight[:self.source_num_users - self.overlapped_num_users].fill_(0)
我不是很清楚现在代码中的逻辑是对应怎么的user排列顺序。
另外我看几行代码对embedding fill(0)的维度似乎也不对?
根据这个issue,这几行似乎对后续训练不产生任何影响,但这几行代码的逻辑还是让我很好奇。
#64
也许是我理解错了,但希望作者能帮我解答我的疑惑。谢谢!
The text was updated successfully, but these errors were encountered: