auto-sklearn
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ValueError: (' Dummy prediction failed with run state StatusType.CRASHED and additional output
Everytime when I train the model, it said a symbol lookup error or a ValueError: (' Dummy prediction failed with run state StatusType.CRASHED and additional output.
I don't know what's the reason? Should I uninstall the package and install again? Just now, no wrong happen.
python: symbol lookup error: /home/kevin/.conda/envs/dl/lib/python3.8/site-packages/mkl/../../../libmkl_intel_thread.so.2: undefined symbol: omp_get_num_procs [ERROR] [2023-11-23 00:36:01,230:Client-AutoML(1):181b848b-8955-11ee-8904-8fca44d9fc97] (' Dummy prediction failed with run state StatusType.CRASHED and additional output: {\'error\': \'Result queue is empty\', \'exit_status\': "<class \'pynisher.limit_function_call.AnythingException\'>", \'subprocess_stdout\': \'\', \'subprocess_stderr\': \'\', \'exitcode\': 127, \'configuration_origin\': \'DUMMY\'}.',) [ERROR] [2023-11-23 00:36:01,230:Client-AutoML(1):181b848b-8955-11ee-8904-8fca44d9fc97] (' Dummy prediction failed with run state StatusType.CRASHED and additional output: {\'error\': \'Result queue is empty\', \'exit_status\': "<class \'pynisher.limit_function_call.AnythingException\'>", \'subprocess_stdout\': \'\', \'subprocess_stderr\': \'\', \'exitcode\': 127, \'configuration_origin\': \'DUMMY\'}.',) Traceback (most recent call last): File "/home/kevin/.conda/envs/dl/lib/python3.8/site-packages/autosklearn/automl.py", line 765, in fit self._do_dummy_prediction() File "/home/kevin/.conda/envs/dl/lib/python3.8/site-packages/autosklearn/automl.py", line 489, in _do_dummy_prediction raise ValueError(msg) ValueError: (' Dummy prediction failed with run state StatusType.CRASHED and additional output: {\'error\': \'Result queue is empty\', \'exit_status\': "<class \'pynisher.limit_function_call.AnythingException\'>", \'subprocess_stdout\': \'\', \'subprocess_stderr\': \'\', \'exitcode\': 127, \'configuration_origin\': \'DUMMY\'}.',) Traceback (most recent call last): File "test.py", line 365, in <module> automl.fit(X_train, y_train) File "/home/kevin/.conda/envs/dl/lib/python3.8/site-packages/autosklearn/estimators.py", line 1448, in fit super().fit( File "/home/kevin/.conda/envs/dl/lib/python3.8/site-packages/autosklearn/estimators.py", line 540, in fit self.automl_.fit(load_models=self.load_models, **kwargs) File "/home/kevin/.conda/envs/dl/lib/python3.8/site-packages/autosklearn/automl.py", line 2304, in fit return super().fit( File "/home/kevin/.conda/envs/dl/lib/python3.8/site-packages/autosklearn/automl.py", line 962, in fit raise e File "/home/kevin/.conda/envs/dl/lib/python3.8/site-packages/autosklearn/automl.py", line 765, in fit self._do_dummy_prediction() File "/home/kevin/.conda/envs/dl/lib/python3.8/site-packages/autosklearn/automl.py", line 489, in _do_dummy_prediction raise ValueError(msg) ValueError: (' Dummy prediction failed with run state StatusType.CRASHED and additional output: {\'error\': \'Result queue is empty\', \'exit_status\': "<class \'pynisher.limit_function_call.AnythingException\'>", \'subprocess_stdout\': \'\', \'subprocess_stderr\': \'\', \'exitcode\': 127, \'configuration_origin\': \'DUMMY\'}.',)
I also received the same error. You system needs more memory. I ran the same project in Google Colab(free-tier), it worked.