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[breaking] Remove the predictor param, allow fallback to prediction using DMatrix. (#9129)

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- A `DeviceOrd` struct is implemented to indicate the device. It will eventually replace the `gpu_id` parameter.
- The `predictor` parameter is removed.
- Fallback to `DMatrix` when `inplace_predict` is not available.
- The heuristic for choosing a predictor is only used during training.
This commit is contained in:
Jiaming Yuan
2023-07-03 19:23:54 +08:00
committed by GitHub
parent 3a0f787703
commit 39390cc2ee
54 changed files with 1049 additions and 778 deletions
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4
tests/ci_build/lint_python.py
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@@ -25,6 +25,9 @@ class LintersPaths:
"tests/python/test_tree_regularization.py",
"tests/python/test_shap.py",
"tests/python-gpu/test_gpu_data_iterator.py",
"tests/python-gpu/test_gpu_prediction.py",
"tests/python-gpu/load_pickle.py",
"tests/python-gpu/test_gpu_pickling.py",
"tests/test_distributed/test_with_spark/",
"tests/test_distributed/test_gpu_with_spark/",
# demo
@@ -68,6 +71,7 @@ class LintersPaths:
"tests/python/test_dt.py",
"tests/python/test_data_iterator.py",
"tests/python-gpu/test_gpu_data_iterator.py",
"tests/python-gpu/load_pickle.py",
"tests/test_distributed/test_with_spark/test_data.py",
"tests/test_distributed/test_gpu_with_spark/test_data.py",
"tests/test_distributed/test_gpu_with_dask/test_gpu_with_dask.py",