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Answered
Hello! I Get This Error When Running Multiple Jobs On The Same Dataset, Would Someone Be Able To Help Debug?:

Hello! I get this error when running multiple jobs on the same dataset, would someone be able to help debug?:
FileNotFoundError: Image Not Found /clearml_agent_cache/storage_manager/datasets/ds_7508e23b2e49481bb170295f7bf43eed/train/images/W.r.1.jpg

  
  
Posted 2 months ago
Votes Newest

Answers 5


We are getting the dataset like this:

clearml_dataset = Dataset.get(
    dataset_id=config.get("dataset_id"), alias=config.get("dataset_alias")
)
dataset_dir = clearml_dataset.get_local_copy()
  
  
Posted 2 months ago

I think it might be related to the new run overwriting in this location

  
  
Posted 2 months ago

Our current setup is one clearml agent per GPU on the same machine

  
  
Posted 2 months ago

Seems to work!

  
  
Posted 2 months ago

Trying this:

clearml_dataset = Dataset.get(
    dataset_id=config.get("dataset_id"), alias=config.get("dataset_alias")
)
dataset_dir = clearml_dataset.get_local_copy()

destination_dir = os.path.join("/datasets", os.path.basename(dataset_dir))

shutil.copytree(dataset_dir, destination_dir)

results = model.train(
    data=destination_dir + "/data.yaml", epochs=config.get("epochs"), device=0
)
  
  
Posted 2 months ago