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Answered
Hi, I'M Trying To Optimize Hyperparameters For Yolov5 Model, But I'M Getting This Error. Could Anyone Help Me Resolve This Issue?

Hi, I'm trying to optimize hyperparameters for yolov5 model, but I'm getting this error. Could anyone help me resolve this issue?

[W 2024-07-10 10:11:52,691] Trial 0 failed with parameters: {} because of the following error: 
TypeError("'NoneType' object is not subscriptable").

Traceback (most recent call last):
  File "C:\Users\\Desktop\yolov5\venv\lib\site-packages\optuna\study\_optimize.py", line 196, in _run_trial
    value_or_values = func(trial)
  File "C:\Users\\Desktop\yolov5\venv\lib\site-packages\clearml\automation\optuna\optuna.py", line 92, in objective
    objective_metric = objective_metric[0]
TypeError: 'NoneType' object is not subscriptable
[W 2024-07-10 10:11:52,694] Trial 0 failed with value None.
Exception in thread Thread-8:
Traceback (most recent call last):
  File "C:\Users\\AppData\Local\Programs\Python\Python39\lib\threading.py", line 973, in _bootstrap_inner
    self.run()
  File "C:\Users\\AppData\Local\Programs\Python\Python39\lib\threading.py", line 910, in run
    self._target(*self._args, **self._kwargs)
  File "C:\Users\\Desktop\yolov5\venv\lib\site-packages\clearml\automation\optimization.py", line 1923, in _daemon
    self.optimizer.start()
  File "C:\Users\\Desktop\yolov5\venv\lib\site-packages\clearml\automation\optuna\optuna.py", line 198, in start
    self._study.optimize(
  File "C:\Users\\Desktop\yolov5\venv\lib\site-packages\optuna\study\study.py", line 451, in optimize
    _optimize(
  File "C:\Users\\Desktop\yolov5\venv\lib\site-packages\optuna\study\_optimize.py", line 62, in _optimize
    _optimize_sequential(
  File "C:\Users\\Desktop\yolov5\venv\lib\site-packages\optuna\study\_optimize.py", line 159, in _optimize_sequential
    frozen_trial = _run_trial(study, func, catch)
  File "C:\Users\\Desktop\yolov5\venv\lib\site-packages\optuna\study\_optimize.py", line 247, in _run_trial
    raise func_err
  File "C:\Users\\Desktop\yolov5\venv\lib\site-packages\optuna\study\_optimize.py", line 196, in _run_trial
    value_or_values = func(trial)
  File "C:\Users\\Desktop\yolov5\venv\lib\site-packages\clearml\automation\optuna\optuna.py", line 92, in objective
    objective_metric = objective_metric[0]
TypeError: 'NoneType' object is not subscriptable
`Study.stop` is supposed to be invoked inside an objective function or a callback.
We are done, good bye
  
  
Posted 4 months ago
Votes Newest

Answers 2


I figured out the metrics should be provided in list format.

  
  
Posted 4 months ago

solved!

  
  
Posted 4 months ago
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2 Answers
4 months ago
4 months ago
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