Megvii-BaseDetection / Megvii-BaseDetection/DynamicRouting

Any way to manipulate the dynamic routing path?

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Python
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Description

Hi, @yanwei-li ,

Thanks for your great work. Is there a way to manually specify a path in the routing space (fix the activating factor as well), and make the model follow the path during inference?
I notice that for the common network in the original paper, the path is fixed in advance. But I am not sure whether the activating factor is still calculated for different inputs.

Look forward to your reply.
Min

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Research direction

No files, tests, or entry points are identified in the issue. Start by locating the dynamic-routing and inference implementation, then determine how a manually fixed routing path and activating factor would be handled; done means the supported behavior is implemented and tested.

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Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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