kwea123 / kwea123/nerf_pl

PSNR ~27 on lego dataset

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Description

Hello,
Thank you for this great work on pytorch-lightning.
I run branch dev on RTX 3090 for lego dataset, follow the default config in readme.md, but the final PSNR can only reach ~27. Can you help me improve the result?
Thanks!

Here is the tensorboard log:
![图片](https://user-images.githubusercontent.com/80031171/180111391-085a9cfc-42f9-4f3f-8fd3-f92fa3bdcc5d.png)

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Research direction

Start with the default configuration and training instructions in readme.md, then reproduce the lego dataset run on the dev branch and inspect the attached TensorBoard log. Compare the observed ~27 PSNR result with the documented run and trace the configuration or training differences; done means the cause is identified and a reproducible correction or explanation is documented.

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Assessment

Tech stack
pytorch
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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