xgboost/tests/cpp/tree/gpu_hist/test_driver.cu
Rory Mitchell fcf57823b6
Reduce device synchronisation (#5631)
* Reduce device synchronisation

* Initialise pinned memory
2020-05-07 21:19:46 +12:00

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#include <gtest/gtest.h>
#include "../../../../src/tree/gpu_hist/driver.cuh"
namespace xgboost {
namespace tree {
TEST(GpuHist, DriverDepthWise) {
Driver driver(TrainParam::kDepthWise);
EXPECT_TRUE(driver.Pop().empty());
DeviceSplitCandidate split;
split.loss_chg = 1.0f;
ExpandEntry root(0, 0, split);
driver.Push({root});
EXPECT_EQ(driver.Pop().front().nid, 0);
driver.Push({ExpandEntry{1, 1, split}});
driver.Push({ExpandEntry{2, 1, split}});
driver.Push({ExpandEntry{3, 2, split}});
// Should return entries from level 1
auto res = driver.Pop();
EXPECT_EQ(res.size(), 2);
for (auto &e : res) {
EXPECT_EQ(e.depth, 1);
}
res = driver.Pop();
EXPECT_EQ(res[0].depth, 2);
EXPECT_TRUE(driver.Pop().empty());
}
TEST(GpuHist, DriverLossGuided) {
DeviceSplitCandidate high_gain;
high_gain.loss_chg = 5.0f;
DeviceSplitCandidate low_gain;
low_gain.loss_chg = 1.0f;
Driver driver(TrainParam::kLossGuide);
EXPECT_TRUE(driver.Pop().empty());
ExpandEntry root(0, 0, high_gain);
driver.Push({root});
EXPECT_EQ(driver.Pop().front().nid, 0);
// Select high gain first
driver.Push({ExpandEntry{1, 1, low_gain}});
driver.Push({ExpandEntry{2, 2, high_gain}});
auto res = driver.Pop();
EXPECT_EQ(res.size(), 1);
EXPECT_EQ(res[0].nid, 2);
res = driver.Pop();
EXPECT_EQ(res.size(), 1);
EXPECT_EQ(res[0].nid, 1);
// If equal gain, use nid
driver.Push({ExpandEntry{2, 1, low_gain}});
driver.Push({ExpandEntry{1, 1, low_gain}});
res = driver.Pop();
EXPECT_EQ(res[0].nid, 1);
res = driver.Pop();
EXPECT_EQ(res[0].nid, 2);
}
} // namespace tree
} // namespace xgboost