[ Info: Training machine(XGBoostClassifier(test = 1, …), …).
[ Info: XGBoost: starting training.
┌ Warning: [04:42:46] WARNING: [/workspace/srcdir/xgboost/src/common/error_msg.cc:27](https://jiling-notebook-1.notebook.af.uchicago.edu/workspace/srcdir/xgboost/src/common/error_msg.cc#line=26): The tree method `gpu_hist` is deprecated since 2.0.0. To use GPU training, set the `device` parameter to CUDA instead.
│ 
│     E.g. tree_method = "hist", device = "cuda"
└ @ XGBoost ~/.julia/packages/XGBoost/nqMqQ/src/XGBoost.jl:34
┌ Error: Problem fitting the machine machine(XGBoostClassifier(test = 1, …), …). 
└ @ MLJBase ~/.julia/packages/MLJBase/7nGJF/src/machines.jl:694
[ Info: Running type checks... 
[ Info: Type checks okay. 

XGBoostError: (caller: XGBoosterUpdateOneIter)
[04:42:46] [/workspace/srcdir/xgboost/src/tree/updater_gpu_hist.cu:781](https://jiling-notebook-1.notebook.af.uchicago.edu/workspace/srcdir/xgboost/src/tree/updater_gpu_hist.cu#line=780): Exception in gpu_hist: [04:42:46] [/workspace/srcdir/xgboost/src/c_api/../data/../common/device_helpers.cuh:431](https://jiling-notebook-1.notebook.af.uchicago.edu/workspace/srcdir/xgboost/src/common/device_helpers.cuh#line=430): Memory allocation error on worker 0: Caching allocator
- Free memory: 12582912
- Requested memory: 9232383