Example on README does not work

[creikey]

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Issue Description

Copy paste example on readme into properly configured python environment

Expected Behavior

Accuracy score to be printed at the end of the script

Current Behavior

Dummy prediction fails

Error message

[WARNING] [2021-12-14 08:49:00,146:Client-Validation] AutoPyTorch previously received features of type <class 'numpy.ndarray'> yet the current features have type <class 'pandas.core.frame.DataFrame'>. Changing the dtype of inputs to an estimator might cause problems
[WARNING] [2021-12-14 08:49:00,209:Client-Validation] AutoPyTorch previously received features of type <class 'numpy.ndarray'> yet the current features have type <class 'pandas.core.frame.DataFrame'>. Changing the dtype of inputs to an estimator might cause problems
[ERROR] [2021-12-14 08:49:02,507:Client-AutoPyTorch:ae1817a6-5cba-11ec-92a6-0242ac1c0002:1] Dummy prediction failed with run state StatusType.MEMOUT and additional info:
error: Memout (used more than 4096 MB).
configuration_origin: DUMMY.
---------------------------------------------------------------------------
ValueError                                Traceback (most recent call last)
<ipython-input-21-01226f07b7e6> in <module>()
     19     optimize_metric='accuracy',
     20     total_walltime_limit=500,
---> 21     func_eval_time_limit_secs=50
     22 )
     23 

2 frames
/usr/local/lib/python3.7/dist-packages/autoPyTorch/api/base_task.py in _do_dummy_prediction(self)
    585                 self._logger.error(err_msg)
    586                 # Fail if dummy prediction fails.
--> 587                 raise ValueError(err_msg)
    588 
    589     def _do_traditional_prediction(self, time_left: int, func_eval_time_limit_secs: int) -> None:

ValueError: Dummy prediction failed with run state StatusType.MEMOUT and additional info:
error: Memout (used more than 4096 MB).
configuration_origin: DUMMY.

Your Local environment

• Google colab gpu instance with this ran before copy pasted example from readme:

!pip uninstall scipy smac autoPyTorch albumentations
!pip install autoPyTorch

• Python, version 3.7.12
• Outputs of pip freeze or conda list

[nabenabe0928]

Hi, I just add a quick comment.

We tried the example in our local environments and it worked,
but we have not tried on the GCP.
Since the tests on GCP are usually more complicated due to various permission issues, please give us some time.

[ravinkohli]

@nabenabe0928 what is the status for this?

[nabenabe0928]

@creikey Hi, we finished merging the PR to fix this issue.