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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 one year ago
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Answers 7


TimelyMouse69 Thanks for leading the way

  
  
Posted one year ago

AgitatedDove14 yeah, exactly.

  
  
Posted one year ago

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 one year 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 one year 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 one year ago

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

  
  
Posted one year ago
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