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tlightsky avatar tlightsky commented on August 16, 2024 3

I also try with lego model in single 3090 successfully

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tlightsky avatar tlightsky commented on August 16, 2024 3

We had a 8x GPU machine and always used that. Yes, it's possible that for simpler scenes you can get by with not as many accelerators.

Hi, is it possible to combine instant-ngp with mobile-nerf?

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zhenglin1991 avatar zhenglin1991 commented on August 16, 2024

I also try with lego model in single 3090 successfully

Hi ,
would like to know how long it will take to finish the whole training process ? other scenes would also train successfully ? I used the single RTX3080 and it failed because of OOM

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tlightsky avatar tlightsky commented on August 16, 2024

I also try with lego model in single 3090 successfully

Hi , would like to know how long it will take to finish the whole training process ? other scenes would also train successfully ? I used the single RTX3080 and it failed because of OOM

Almost same time(maybe a bit less) described in the paper,
that's the most strange part, cause I don't got 8 A100....

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tlightsky avatar tlightsky commented on August 16, 2024

I try in WSL btw

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taiya avatar taiya commented on August 16, 2024

We had a 8x GPU machine and always used that.
Yes, it's possible that for simpler scenes you can get by with not as many accelerators.

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czq142857 avatar czq142857 commented on August 16, 2024

Yes. It is just a bit harder to implement than the current MLP version.

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lishulincug avatar lishulincug commented on August 16, 2024

我也尝试在单3090成功使用的型号lego

嗨,想知道完成整个培训过程需要多长时间?其他场景也会成功训练?我使用了单个RTX3080,但由于OOM而失败

I used 6 v100 GPUs,but had the same problem:
image

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lishulincug avatar lishulincug commented on August 16, 2024

set test_batch_size to smaller,Now it can run。
image

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heidapao2b avatar heidapao2b commented on August 16, 2024

Hello! First of all, congratulations on such an amazing paper and thank you very much for making the code public. I had a question regarding the requirements for training, is there a reason why one shouldn't attempt to train with a single GPU? It says that 8 V100 GPUs are required to "successfully train the model" However, I tested it with a single RTX3090 GPU and the results seem to be around the same as the paper (i.e. Same mesh quality as in the paper and around the same training times mentioned in the repository)

Screenshot from 2022-08-08 10-45-11

Can you tell me your requirement.txt

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