Remove omp_get_max_threads (#7608)
This is the one last PR for removing omp global variable. * Add context object to the `DMatrix`. This bridges `DMatrix` with https://github.com/dmlc/xgboost/issues/7308 . * Require context to be available at the construction time of booster. * Add `n_threads` support for R csc DMatrix constructor. * Remove `omp_get_max_threads` in R glue code. * Remove threading utilities that rely on omp global variable.
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@@ -214,10 +214,11 @@ void TestCategoricalPrediction(std::string name) {
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float left_weight = 1.3f;
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float right_weight = 1.7f;
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gbm::GBTreeModel model(¶m);
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GenericParameter ctx;
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ctx.UpdateAllowUnknown(Args{});
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gbm::GBTreeModel model(¶m, &ctx);
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GBTreeModelForTest(&model, split_ind, split_cat, left_weight, right_weight);
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GenericParameter ctx;
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ctx.UpdateAllowUnknown(Args{{"gpu_id", "0"}});
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std::unique_ptr<Predictor> predictor{Predictor::Create(name.c_str(), &ctx)};
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@@ -257,13 +258,14 @@ void TestCategoricalPredictLeaf(StringView name) {
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float left_weight = 1.3f;
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float right_weight = 1.7f;
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gbm::GBTreeModel model(¶m);
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GenericParameter ctx;
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ctx.UpdateAllowUnknown(Args{});
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gbm::GBTreeModel model(¶m, &ctx);
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GBTreeModelForTest(&model, split_ind, split_cat, left_weight, right_weight);
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GenericParameter runtime;
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runtime.gpu_id = 0;
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std::unique_ptr<Predictor> predictor{
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Predictor::Create(name.c_str(), &runtime)};
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ctx.gpu_id = 0;
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std::unique_ptr<Predictor> predictor{Predictor::Create(name.c_str(), &ctx)};
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std::vector<float> row(kCols);
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row[split_ind] = split_cat;
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