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cuiziteng / Aleth-NeRF

🌕 [AAAI 2024] Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption (Low-light enhance / Exposure correction + NeRF)
Apache License 2.0
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Training Time #16

Closed ShenZheng2000 closed 4 months ago

ShenZheng2000 commented 5 months ago

How many GPUs do you use for training, and how many hours does it take to converge the model?

cuiziteng commented 5 months ago

Hi, thanks for your interest in our work !

I use 4 GPUs for training the model, in fact 2 GPUs is also enough, and the converge time is around >= 1 hour.

We set the steps in 62500 and 12500 is an epoch, I think 25000 (2 epochs) is also enough for converge. But the results maybe not as good as 62500 (5 epochs).