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Add cupy to Windows CI (#5797)

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* Add cupy to Windows CI

* Update Jenkinsfile-win64

Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>

* Update Jenkinsfile-win64

Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>

* Update tests/python-gpu/test_gpu_prediction.py

Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>

Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
This commit is contained in:
Rory Mitchell 2020-06-18 16:55:09 +12:00 committed by GitHub
parent 38ee514787
commit abdf894fcf
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2 changed files with 5 additions and 1 deletions
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3
Jenkinsfile-win64
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@ -137,8 +137,9 @@ def TestWin64GPU(args) {
conda activate && for /R %%i in (python-package\\dist\\*.whl) DO python -m pip install "%%i" conda activate && for /R %%i in (python-package\\dist\\*.whl) DO python -m pip install "%%i"
""" """
echo "Installing Python dependencies..." echo "Installing Python dependencies..."
def cuda_short_ver = args.cuda_target.replaceAll('_', '')
bat """ bat """
conda activate && conda install -y hypothesis && conda upgrade scikit-learn pandas numpy hypothesis conda activate && conda install -y hypothesis && conda upgrade scikit-learn pandas numpy hypothesis && python -m pip install cupy-${cuda_short_ver}
""" """
echo "Running Python tests..." echo "Running Python tests..."
bat """ bat """

3
tests/python-gpu/test_gpu_prediction.py
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@ -147,6 +147,9 @@ class TestGPUPredict(unittest.TestCase):
copied_predt = cp.array(booster.predict(d)) copied_predt = cp.array(booster.predict(d))
return cp.all(copied_predt == inplace_predt) return cp.all(copied_predt == inplace_predt)
# Don't do this on Windows, see issue #5793
if sys.platform.startswith("win"):
pytest.skip('Multi-threaded in-place prediction with cuPy is not working on Windows')
for i in range(10): for i in range(10):
run_threaded_predict(X, rows, predict_dense) run_threaded_predict(X, rows, predict_dense)