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Question on data NaN value

Open MingCongSu opened this issue 1 year ago • 7 comments

When I run cal_mean_variance.ipynb, one of the data (007975.npy) and its mirror version (M007975.npy) contain much NaN value, which leads to a tiny double-check difference in double-check steps.

Execution result of cal_mean_variance.ipynb: image

HumanML3D\new_joint_vecs\007975.npy is like: image

Is this okay or did I do something wrong?

MingCongSu avatar Jan 16 '24 10:01 MingCongSu

Hi, what is the size of this data matrix? Sometimes, it can be caused by different versions of numpy or scipy libraries.

On Tue, 16 Jan 2024 at 03:06, MingCongSu @.***> wrote:

When I run cal_mean_variance.ipynb, one of the data (007975.npy) and its mirror version (M007975.npy) contain much NaN value, which leads to a tiny double-check difference in double-check steps.

Execution result of cal_mean_variance.ipynb: image.png (view on web) https://github.com/EricGuo5513/HumanML3D/assets/113020932/f5c3ae03-8b92-4c10-b70a-9d4327f1e095

HumanML3D\new_joints\007975.npy is like: image.png (view on web) https://github.com/EricGuo5513/HumanML3D/assets/113020932/c2719712-1a11-4980-97c3-683ad1b4b7c3

Is this okay or did I do something wrong?

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EricGuo5513 avatar Jan 16 '24 16:01 EricGuo5513

Hi @EricGuo5513, thanks for replying to me. The shape of this data matrix (HumanML3D\new_joint_vecs\007975.npy) is (84, 263). In my environment, the versions of numpy==1.21.6 and scipy==1.7.3 .

MingCongSu avatar Jan 17 '24 06:01 MingCongSu

I saw the numpy version used for creating this dataset is 1.18.5. Not sure if this makes big difference. Please email me at [email protected] if this does not work.

EricGuo5513 avatar Jan 17 '24 18:01 EricGuo5513

I reinstalled the numpy==1.18.5 but the result is the same.

I checked the result before running motion_representation.ipynb and producing new_joint_vecs and new_joints, which is the npy in /joints, but it seems normal?

007975.npy M007975.npy
image image

MingCongSu avatar Jan 19 '24 13:01 MingCongSu

7975

Hi. Did you solve the issue? I also got nan for 007975.npy data.

RohollahHS avatar Jul 20 '24 11:07 RohollahHS

7975

Hi. Did you solve the issue? I also got nan for 007975.npy data.

Hi, I just skipped this data.

MingCongSu avatar Jul 21 '24 00:07 MingCongSu