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lucifer443 / RecurrentBEV

[ECCV 2024] RecurrentBEV: A Long-term Temporal Fusion Framework for Multi-view 3D Detection
Apache License 2.0
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backbone's learning rate #2

Closed Yzichen closed 3 weeks ago

Yzichen commented 2 months ago

Does backbone's learning rate need to be adjusted when using pre-trained weights? For example, multiply by 0.2.

lucifer443 commented 2 months ago

We didn't try this trick. Maybe the lr of backbone multiplied by 0.1 can get better performance.

Yzichen commented 2 months ago

May I ask if you modified it on solofusion? When training the model used for submission (VoVNet backbone), how many epochs did you train and did you use CBGS (number of iterations times 4.5)?

lucifer443 commented 2 months ago

May I ask if you modified it on solofusion? When training the model used for submission (VoVNet backbone), how many epochs did you train and did you use CBGS (number of iterations times 4.5)?

60 epochs without CBGS, other training settings are same with BEVDet