Updates for GPU CI tests (#3467)
* Fail GPU CI after test failure * Fix GPU linear tests * Reduced number of GPU tests to speed up CI * Remove static allocations of device memory * Resolve illegal memory access for updater_fast_hist.cc * Fix broken r tests dependency * Update python install documentation for GPU
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@@ -167,7 +167,12 @@ Other versions of Visual Studio may work but are untested.
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### Building with GPU support
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XGBoost can be built with GPU support for both Linux and Windows using cmake. GPU support works with the Python package as well as the CLI version. See [Installing R package with GPU support](#installing-r-package-with-gpu-support) for special instructions for R.
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Linux users may simply install prebuilt python binaries:
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```bash
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pip install xgboost
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```
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XGBoost can be built from source with GPU support for both Linux and Windows using cmake. GPU support works with the Python package as well as the CLI version. See [Installing R package with GPU support](#installing-r-package-with-gpu-support) for special instructions for R.
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An up-to-date version of the CUDA toolkit is required.
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