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Answered
Hello All, I Have A Question Regarding Showing Of Debug Samples Within An On-Prem Clearml Instance. I Am Logging Debug Images Via Tensorboard (Via

Hello all, I have a question regarding showing of debug samples within an on-prem ClearML instance.

I am logging debug images via Tensorboard (via add_image function), however apparently these debug images are not collected within fileserver, so I cannot reach those images within experiment tab in UI. It simply says Unable to load image. I can reach those images while the experiment is still running, therefore I infer that images do exist (and reachable) within experiment container but not outside. I would expect ClearML to move those artifacts to fileserver but apparently it does not. How can I achieve such behavior?

  
  
Posted 2 years ago
Votes Newest

Answers 7


AgitatedDove14 Yeah, images logged with tensorboard apparently stay at the experiment container, and copied to nowhere else. I just expected them to be moved into fileserver, just like clearml's own logger or auto-captured model artifacts. I resolved it by binding a persistent volume into the experiment container and saving tensorboard logs in it.

  
  
Posted 2 years ago

ZanyPig66 is this reproducible? This sounds like a bug, whats the TB version and OS you rae using?
Is this example working for you (i.e. you see debug images)
https://github.com/allegroai/clearml/blob/master/examples/frameworks/pytorch/pytorch_tensorboard.py

  
  
Posted 2 years ago

AgitatedDove14 yeah, exactly.

  
  
Posted 2 years ago

And you are calling Task.init? And the scalars show under scalars and the images are not under debug samples?

  
  
Posted 2 years ago

TimelyMouse69 Thanks for leading the way

  
  
Posted 2 years ago

I am logging debug images via Tensorboard (via

add_image

function), however apparently these debug images are not collected within fileserver,

ZanyPig66 what do you mean not collected to the file server? are you saying the TB add_image is not automatically uploading images? or that you cannot access the files on your files server?

  
  
Posted 2 years ago
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7 Answers
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