[coll] Add nccl. (#9726)
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@@ -14,6 +14,7 @@
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#include <vector> // for vector
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#include "../../../src/collective/allgather.h" // for RingAllgather
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#include "../../../src/collective/coll.h" // for Coll
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#include "../../../src/collective/comm.h" // for RabitComm
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#include "gtest/gtest.h" // for AssertionR...
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#include "test_worker.h" // for TestDistri...
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@@ -63,37 +64,79 @@ class Worker : public WorkerForTest {
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}
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}
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void TestV() {
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{
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// basic test
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std::int32_t n{comm_.Rank()};
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std::vector<std::int32_t> result;
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auto rc = RingAllgatherV(comm_, common::Span{&n, 1}, &result);
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ASSERT_TRUE(rc.OK()) << rc.Report();
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for (std::int32_t i = 0; i < comm_.World(); ++i) {
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ASSERT_EQ(result[i], i);
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}
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}
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{
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// V test
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std::vector<std::int32_t> data(comm_.Rank() + 1, comm_.Rank());
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std::vector<std::int32_t> result;
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auto rc = RingAllgatherV(comm_, common::Span{data.data(), data.size()}, &result);
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ASSERT_TRUE(rc.OK()) << rc.Report();
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ASSERT_EQ(result.size(), (1 + comm_.World()) * comm_.World() / 2);
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std::int32_t k{0};
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for (std::int32_t r = 0; r < comm_.World(); ++r) {
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auto seg = common::Span{result.data(), result.size()}.subspan(k, (r + 1));
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if (comm_.Rank() == 0) {
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for (auto v : seg) {
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ASSERT_EQ(v, r);
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}
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k += seg.size();
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void CheckV(common::Span<std::int32_t> result) {
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std::int32_t k{0};
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for (std::int32_t r = 0; r < comm_.World(); ++r) {
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auto seg = common::Span{result.data(), result.size()}.subspan(k, (r + 1));
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if (comm_.Rank() == 0) {
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for (auto v : seg) {
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ASSERT_EQ(v, r);
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}
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k += seg.size();
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}
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}
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}
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void TestVRing() {
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// V test
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std::vector<std::int32_t> data(comm_.Rank() + 1, comm_.Rank());
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std::vector<std::int32_t> result;
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auto rc = RingAllgatherV(comm_, common::Span{data.data(), data.size()}, &result);
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ASSERT_TRUE(rc.OK()) << rc.Report();
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ASSERT_EQ(result.size(), (1 + comm_.World()) * comm_.World() / 2);
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CheckV(result);
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}
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void TestVBasic() {
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// basic test
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std::int32_t n{comm_.Rank()};
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std::vector<std::int32_t> result;
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auto rc = RingAllgatherV(comm_, common::Span{&n, 1}, &result);
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ASSERT_TRUE(rc.OK()) << rc.Report();
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for (std::int32_t i = 0; i < comm_.World(); ++i) {
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ASSERT_EQ(result[i], i);
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}
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}
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void TestVAlgo() {
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// V test, broadcast
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std::vector<std::int32_t> data(comm_.Rank() + 1, comm_.Rank());
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auto s_data = common::Span{data.data(), data.size()};
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std::vector<std::int64_t> sizes(comm_.World(), 0);
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sizes[comm_.Rank()] = s_data.size_bytes();
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auto rc = RingAllgather(comm_, common::Span{sizes.data(), sizes.size()}, 1);
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ASSERT_TRUE(rc.OK()) << rc.Report();
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std::shared_ptr<Coll> pcoll{new Coll{}};
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std::vector<std::int64_t> recv_segments(comm_.World() + 1, 0);
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std::vector<std::int32_t> recv(std::accumulate(sizes.cbegin(), sizes.cend(), 0));
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auto s_recv = common::Span{recv.data(), recv.size()};
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rc = pcoll->AllgatherV(comm_, common::EraseType(s_data),
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common::Span{sizes.data(), sizes.size()},
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common::Span{recv_segments.data(), recv_segments.size()},
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common::EraseType(s_recv), AllgatherVAlgo::kBcast);
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ASSERT_TRUE(rc.OK());
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CheckV(s_recv);
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// Test inplace
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auto test_inplace = [&] (AllgatherVAlgo algo) {
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std::fill_n(s_recv.data(), s_recv.size(), 0);
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auto current = s_recv.subspan(recv_segments[comm_.Rank()],
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recv_segments[comm_.Rank() + 1] - recv_segments[comm_.Rank()]);
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std::copy_n(data.data(), data.size(), current.data());
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rc = pcoll->AllgatherV(comm_, common::EraseType(current),
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common::Span{sizes.data(), sizes.size()},
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common::Span{recv_segments.data(), recv_segments.size()},
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common::EraseType(s_recv), algo);
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ASSERT_TRUE(rc.OK());
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CheckV(s_recv);
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};
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test_inplace(AllgatherVAlgo::kBcast);
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test_inplace(AllgatherVAlgo::kRing);
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}
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};
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} // namespace
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@@ -106,12 +149,30 @@ TEST_F(AllgatherTest, Basic) {
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});
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}
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TEST_F(AllgatherTest, V) {
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TEST_F(AllgatherTest, VBasic) {
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std::int32_t n_workers = std::min(7u, std::thread::hardware_concurrency());
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TestDistributed(n_workers, [=](std::string host, std::int32_t port, std::chrono::seconds timeout,
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std::int32_t r) {
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Worker worker{host, port, timeout, n_workers, r};
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worker.TestV();
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worker.TestVBasic();
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});
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}
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TEST_F(AllgatherTest, VRing) {
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std::int32_t n_workers = std::min(7u, std::thread::hardware_concurrency());
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TestDistributed(n_workers, [=](std::string host, std::int32_t port, std::chrono::seconds timeout,
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std::int32_t r) {
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Worker worker{host, port, timeout, n_workers, r};
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worker.TestVRing();
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});
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}
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TEST_F(AllgatherTest, VAlgo) {
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std::int32_t n_workers = std::min(7u, std::thread::hardware_concurrency());
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TestDistributed(n_workers, [=](std::string host, std::int32_t port, std::chrono::seconds timeout,
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std::int32_t r) {
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Worker worker{host, port, timeout, n_workers, r};
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worker.TestVAlgo();
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});
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}
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} // namespace xgboost::collective
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