alibaba / alibaba/x-deeplearning
CTCVR loss是否会影响CTR任务非共享层的参数
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Description
CTCVR的loss会影响到CTR任务中非共享层的学习吗？如果会的话，是否表示CTR任务中实际同时学习了CTR和CTCVR目标，这样会有问题吗
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Research direction
No files, tests, or entry points are named. Trace the CTCVR and CTR loss definitions and their gradient paths, then document whether the CTCVR loss updates CTR-only parameters and whether that behavior is intended.
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Assessment
- Domain
- machine-learning
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100