Unknown tree updater grow_gpu_hist xgboost

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I have trained xgboost model with GPU('gpu_tree'). Then saved my model using pickle. Now, I'm trying to load that model in Non-GPU machine, but it throwing this error.

raise XGBoostError(py_str(_LIB.XGBGetLastError()))
 xgboost.core.XGBoostError: [16:36:57] /tmp/pip-install-
mqijktew/xgboost/build/temp.linux-x86_64-3.6/xgboost/src/tree/
tree_updater.cc:20:
 Unknown tree updater grow_gpu_hist

Any help would be appreciated.

xgboost python
1 Answers

I encounter the same error the other day, and the problem was that I installed xgboost using conda, and that package does not include GPU components (Have a look at the xgboost.dll, it's only a few MBs). I then installed xgboost using pip (pip install xgboost), check the size of xgboost.dll, it's now 300+ MB, and this error "Unknown tree updater grow_gpu_hist" disappeared. (xgboost version is 1.5.1)

Not sure whether this would be helpful as I notice the path in your description contains "pip-install"...

user_102580920
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