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Improve test coverage with predictor configuration. (#9354)

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* Improve test coverage with predictor configuration.

- Test with ext memory.
- Test with QDM.
- Test with dart.
This commit is contained in:
Jiaming Yuan
2023-07-05 15:17:22 +08:00
committed by GitHub
parent 6c9c8a9001
commit 645037e376
17 changed files with 280 additions and 79 deletions
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9
tests/cpp/predictor/test_gpu_predictor.cu
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@@ -123,7 +123,8 @@ TEST(GPUPredictor, EllpackBasic) {
auto ctx = MakeCUDACtx(0);
for (size_t bins = 2; bins < 258; bins += 16) {
size_t rows = bins * 16;
auto p_m = RandomDataGenerator{rows, kCols, 0.0}.Bins(bins).Device(0).GenerateDeviceDMatrix();
auto p_m =
RandomDataGenerator{rows, kCols, 0.0}.Bins(bins).Device(0).GenerateDeviceDMatrix(false);
ASSERT_FALSE(p_m->PageExists<SparsePage>());
TestPredictionFromGradientIndex<EllpackPage>(&ctx, rows, kCols, p_m);
TestPredictionFromGradientIndex<EllpackPage>(&ctx, bins, kCols, p_m);
@@ -133,7 +134,7 @@ TEST(GPUPredictor, EllpackBasic) {
TEST(GPUPredictor, EllpackTraining) {
size_t constexpr kRows { 128 }, kCols { 16 }, kBins { 64 };
auto p_ellpack =
RandomDataGenerator{kRows, kCols, 0.0}.Bins(kBins).Device(0).GenerateDeviceDMatrix();
RandomDataGenerator{kRows, kCols, 0.0}.Bins(kBins).Device(0).GenerateDeviceDMatrix(false);
HostDeviceVector<float> storage(kRows * kCols);
auto columnar = RandomDataGenerator{kRows, kCols, 0.0}
.Device(0)
@@ -219,7 +220,7 @@ TEST(GPUPredictor, ShapStump) {
gbm::GBTreeModel model(&mparam, &ctx);
std::vector<std::unique_ptr<RegTree>> trees;
trees.push_back(std::unique_ptr<RegTree>(new RegTree));
trees.push_back(std::make_unique<RegTree>());
model.CommitModelGroup(std::move(trees), 0);
auto gpu_lparam = MakeCUDACtx(0);
@@ -246,7 +247,7 @@ TEST(GPUPredictor, Shap) {
gbm::GBTreeModel model(&mparam, &ctx);
std::vector<std::unique_ptr<RegTree>> trees;
trees.push_back(std::unique_ptr<RegTree>(new RegTree));
trees.push_back(std::make_unique<RegTree>());
trees[0]->ExpandNode(0, 0, 0.5, true, 1.0, -1.0, 1.0, 0.0, 5.0, 2.0, 3.0);
model.CommitModelGroup(std::move(trees), 0);