I figured the problem.

Reason:
If you create a clearml task and put it into queue, all further Task.init call arguments from clearml worker will be ignored.

Solution:
enque_task.py
task = clearml.Task.create(...) task.init(remote_uri=..., tags=...) clearml.Task.enqueue(task, queue_name=queue)
train.py
task = Task.Init(<whatever, all this args will be ignored>)