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Hi, I Created A Dataset With 20K Files, Total Of 20Gb, With Storage Pointing To S3. When I Upload (Or Close) The Dataset, During The Compression Phase, The Clear-Ml Cli Is Killed Due To Oom.

hi, I created a dataset with 20K files, total of 20GB, with storage pointing to S3.
When I upload (or close) the dataset, during the compression phase, the clear-ml cli is killed due to OOM.
Compressing file1.mp4 Compressing file2.mp4 Compressing file3.mp4 . . . KilledThe machine has 16 GB memory, I could always define swap memory but crashing seems excessive

  
  
Posted one year ago
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Answers 4


RAM=16
Task consumed 32GB memory total (had to add 16GB of swap)

  
  
Posted one year ago

What if you reduce the chunk size using --chunk-size ? Does it affect it?

  
  
Posted one year ago

I can try, but it will then damage the download speeds. Anyhow not a reasonable behavior in my opinion

  
  
Posted one year ago

Hi RoughTiger69 , how much ram is the process taking?

  
  
Posted one year ago
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4 Answers
one year ago
one year ago
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