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anthonyhu avatar anthonyhu commented on August 31, 2024

Hey!

Interesting. Do you run into the same issue if you first load the weights of the encoder (from FIERY Static, the single-timeframe bird's-eye view model).

To do so, add the following lines in baseline.yml

PRETRAINED:
   LOAD_WEIGHTS: True
   PATH: './static_lift_splat_setting.ckpt'

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jwookyoo avatar jwookyoo commented on August 31, 2024

I loaded the weights first following your suggestion, and the training works now (without NaN)! Thanks a lot!!

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jwookyoo avatar jwookyoo commented on August 31, 2024

Can I ask one more question? :-) How can I train the FIERY Static weights from scratch?

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anthonyhu avatar anthonyhu commented on August 31, 2024

Of course. To train the FIERY Static from scratch, point the training script to the following config: https://github.com/wayveai/fiery/blob/master/fiery/configs/literature/static_lss_setting.yml

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jwookyoo avatar jwookyoo commented on August 31, 2024

I see. Thanks a lot!

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anthonyhu avatar anthonyhu commented on August 31, 2024

You're welcome!

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