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Feedback Regarding the Bug that Causes Server Freeze When Predicting Larger Images #65

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name-used opened this issue Sep 23, 2024 · 2 comments

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@name-used
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Describe the bug

Dear Author,

Thank you very much for sharing your project!

During the trial run of the code you provided, I found that my computer would completely freeze. This not only caused PyCharm to stop running, but also led to other programs freezing as well.

When this issue occurs, the only way I can continue working is to physically restart the computer.

Due to the long prediction time and the severity of the consequences, I was unable to pinpoint the exact location of the bug. What I can confirm is that the bug occurs during the post-processing stage, specifically in the process of generating JSON and GeoJSON files from the prediction results.

Here is some additional information I can provide:

  • My computer is running Ubuntu with 100GB of memory (I am unsure of the exact number of CPUs).
  • I predicted a total of four SVS images, and only the largest one caused this issue. The size of this image is 2.7GB.
@FabianHoerst
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Hello,

this could maybe be related to OOM issues, when a large amount of cells have to be stored in cache. Maybe you should comment out the sections where cell contours are saved. Does the cleaning of the overlapping cells run through?

@name-used
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Hello,

this could maybe be related to OOM issues, when a large amount of cells have to be stored in cache. Maybe you should comment out the sections where cell contours are saved. Does the cleaning of the overlapping cells run through?

Sorry for late reply, I just found out that there are no message alerts on my GitHub. Maybe I should check my settings immediately.
I have no idea of what happened in program. There are lots of training missions in my devalopment-enviroment recently, so I can not verify what caused the bug.
After those work, I will try your advise and feedback the solution here.
Thank you in advance!

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