xgboost/tests/cpp/plugin/test_sycl_quantile_hist_builder.cc
Dmitry Razdoburdin 6e5c335cea
[SYCL] Add basic features for QuantileHistMaker (#10174)
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Co-authored-by: Dmitry Razdoburdin <>
2024-04-15 21:24:46 +08:00

56 lines
1.8 KiB
C++

/**
* Copyright 2020-2024 by XGBoost contributors
*/
#include <gtest/gtest.h>
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wtautological-constant-compare"
#pragma GCC diagnostic ignored "-W#pragma-messages"
#include <xgboost/json.h>
#include <xgboost/task.h>
#include "../../../plugin/sycl/tree/updater_quantile_hist.h" // for QuantileHistMaker
#pragma GCC diagnostic pop
namespace xgboost::sycl::tree {
TEST(SyclQuantileHistMaker, Basic) {
Context ctx;
ctx.UpdateAllowUnknown(Args{{"device", "sycl"}});
ObjInfo task{ObjInfo::kRegression};
std::unique_ptr<TreeUpdater> updater{TreeUpdater::Create("grow_quantile_histmaker_sycl", &ctx, &task)};
ASSERT_EQ(updater->Name(), "grow_quantile_histmaker_sycl");
}
TEST(SyclQuantileHistMaker, JsonIO) {
Context ctx;
ctx.UpdateAllowUnknown(Args{{"device", "sycl"}});
ObjInfo task{ObjInfo::kRegression};
Json config {Object()};
{
std::unique_ptr<TreeUpdater> updater{TreeUpdater::Create("grow_quantile_histmaker_sycl", &ctx, &task)};
updater->Configure({{"max_depth", std::to_string(42)}});
updater->Configure({{"single_precision_histogram", std::to_string(true)}});
updater->SaveConfig(&config);
}
{
std::unique_ptr<TreeUpdater> updater{TreeUpdater::Create("grow_quantile_histmaker_sycl", &ctx, &task)};
updater->LoadConfig(config);
Json new_config {Object()};
updater->SaveConfig(&new_config);
ASSERT_EQ(config, new_config);
auto max_depth = atoi(get<String const>(new_config["train_param"]["max_depth"]).c_str());
ASSERT_EQ(max_depth, 42);
auto single_precision_histogram = atoi(get<String const>(new_config["sycl_hist_train_param"]["single_precision_histogram"]).c_str());
ASSERT_EQ(single_precision_histogram, 1);
}
}
} // namespace xgboost::sycl::tree