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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@@ -29,9 +29,9 @@ class TestGPU(unittest.TestCase):
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assert_gpu_results(cpu_results, gpu_results)
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def test_gpu_hist(self):
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variable_param = {'n_gpus': [1, -1], 'max_depth': [2, 6], 'max_leaves': [255, 4],
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'max_bin': [2, 16, 1024],
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'grow_policy': ['depthwise', 'lossguide']}
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variable_param = {'n_gpus': [-1], 'max_depth': [2, 10], 'max_leaves': [255, 4],
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'max_bin': [2, 256],
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'grow_policy': ['lossguide']}
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for param in parameter_combinations(variable_param):
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param['tree_method'] = 'gpu_hist'
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gpu_results = run_suite(param, select_datasets=datasets)
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