/** * Copyright 2020-2024 by XGBoost contributors */ #include #include #include #include #include "../../../plugin/sycl/common/partition_builder.h" #include "../../../plugin/sycl/device_manager.h" #include "../helpers.h" namespace xgboost::sycl::common { TEST(SyclPartitionBuilder, BasicTest) { constexpr size_t kNodes = 5; // Number of rows for each node std::vector rows = { 5, 5, 10, 1, 2 }; DeviceManager device_manager; auto qu = device_manager.GetQueue(DeviceOrd::SyclDefault()); PartitionBuilder builder; builder.Init(&qu, kNodes, [&](size_t i) { return rows[i]; }); // We test here only the basics, thus syntetic partition builder is adopted // Number of rows to go left for each node. std::vector rows_for_left_node = { 2, 0, 7, 1, 2 }; size_t first_row_id = 0; for(size_t nid = 0; nid < kNodes; ++nid) { size_t n_rows_nodes = rows[nid]; auto rid_buff = builder.GetData(nid); size_t rid_buff_size = rid_buff.size(); auto* rid_buff_ptr = rid_buff.data(); size_t n_left = rows_for_left_node[nid]; size_t n_right = rows[nid] - n_left; qu.submit([&](::sycl::handler& cgh) { cgh.parallel_for<>(::sycl::range<1>(n_left), [=](::sycl::id<1> pid) { int row_id = first_row_id + pid[0]; rid_buff_ptr[pid[0]] = row_id; }); }); qu.wait(); first_row_id += n_left; // We are storing indexes for the right side in the tail of the array to save some memory qu.submit([&](::sycl::handler& cgh) { cgh.parallel_for<>(::sycl::range<1>(n_right), [=](::sycl::id<1> pid) { int row_id = first_row_id + pid[0]; rid_buff_ptr[rid_buff_size - pid[0] - 1] = row_id; }); }); qu.wait(); first_row_id += n_right; builder.SetNLeftElems(nid, n_left); builder.SetNRightElems(nid, n_right); } ::sycl::event event; std::vector v(*std::max_element(rows.begin(), rows.end())); size_t row_id = 0; for(size_t nid = 0; nid < kNodes; ++nid) { builder.MergeToArray(nid, v.data(), event); qu.wait(); // Check that row_id for left side are correct for(size_t j = 0; j < rows_for_left_node[nid]; ++j) { ASSERT_EQ(v[j], row_id++); } // Check that row_id for right side are correct for(size_t j = 0; j < rows[nid] - rows_for_left_node[nid]; ++j) { ASSERT_EQ(v[rows[nid] - j - 1], row_id++); } // Check that number of left/right rows are correct size_t n_left = builder.GetNLeftElems(nid); size_t n_right = builder.GetNRightElems(nid); ASSERT_EQ(n_left, rows_for_left_node[nid]); ASSERT_EQ(n_right, (rows[nid] - rows_for_left_node[nid])); } } } // namespace xgboost::common