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geopavlakos avatar geopavlakos commented on August 18, 2024

We provide this file with the full details regarding the versions of the dependencies we use for our environment. The version for scipy is 1.9.1.

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TnoobT avatar TnoobT commented on August 18, 2024

Thank you very much for your reply. I have another question. I tested my own video and when processing frame 7, the code got stuck. Then I debugged and found that the value in the graph was nan, which entered a dead loop. Do you have a way to handle this situation

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geopavlakos avatar geopavlakos commented on August 18, 2024

Could you share the video?

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TnoobT avatar TnoobT commented on August 18, 2024

I also tested 022691_ Mpii_ Test will also fall into a dead cycle. Is it something wrong with my environment
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geopavlakos avatar geopavlakos commented on August 18, 2024

Yes, that video should run without a problem, so it's probably the environment. You can take a look at the colab to identify differences compared to the default environment and the default installation procedure.

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TnoobT avatar TnoobT commented on August 18, 2024

Thank you for your answer. I have another silly question. I saw in your paper that the SMPL parameters were predicted using humor networks. Have you done any network or loss optimization for the estimation of SMPL parameters

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geopavlakos avatar geopavlakos commented on August 18, 2024

Yes, we solve an optimization problem to estimate the SMPL parameters for each person. The HuMoR network is responsible for one of the objectives of this optimization, the motion prior part.

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TnoobT avatar TnoobT commented on August 18, 2024

I ran the code using Colab, but this issue also occurred. Perhaps you need to modify Colab.
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I made the modifications and now it can work normally
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geopavlakos avatar geopavlakos commented on August 18, 2024

Thanks for pointing that out! I have updated the colab environment.

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TnoobT avatar TnoobT commented on August 18, 2024

hi, I have reinstalled the environment several times but still fell into a dead cycle. I would like to ask if the version of CUDA on your computer is 11.7, and my version is 11.1. I would like to upgrade my CUDA version

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geopavlakos avatar geopavlakos commented on August 18, 2024

We have indeed tested the demo using CUDA version 11.7, but I cannot be entirely sure if the CUDA version is responsible for the issue you are facing.

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TnoobT avatar TnoobT commented on August 18, 2024

ok, thank you. i try it

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TnoobT avatar TnoobT commented on August 18, 2024

Damn it, I know what the reason is. On my own computer, CUDA is 11.1, but in install.sh, CUDA 11.7 corresponds to Torch1.13. I installed Torch1.13, but the program did not report any errors! Then I installed the torch corresponding to cuda11.1 (the torch-scatter also needs to correspond, otherwise the subsequent DROID-SLAM will report an error), the code ran successfully, and finally solved the problem

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