CCCL (CUDA C++ Core Libraries) provides: - CUB: device/block/warp-level GPU primitives (reduce, scan, sort, topk) - Thrust: high-level parallel algorithms (transform_reduce, sort, scan) - libcudacxx: CUDA C++ standard library (atomics, barriers, memory) - cudax: experimental features (memory resources, allocators) - Tuning policies: per-SM hardware-specific algorithm parameters Competition optimization vectors mapped to CCCL: - Output TPS (83% weight): warp_reduce, block_reduce, device_topk - Input TPS (14% weight): device_scan, block_load, prefetch - Cache TPS (3% weight): prefix caching strategy patterns - Memory (0.9 util): pooled/cached/buddy allocators Source: https://github.com/NVIDIA/cccl (shallow clone, HEAD only) License: Apache-2.0
172 lines
4.6 KiB
Plaintext
172 lines
4.6 KiB
Plaintext
#include <thrust/iterator/discard_iterator.h>
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#include <thrust/iterator/retag.h>
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#include <thrust/reverse.h>
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#include <unittest/unittest.h>
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using ReverseTypes = unittest::type_list<unittest::int8_t, unittest::int16_t, unittest::int32_t>;
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template <typename Vector>
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void TestReverseSimple()
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{
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Vector data{1, 2, 3, 4, 5};
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thrust::reverse(data.begin(), data.end());
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Vector ref{5, 4, 3, 2, 1};
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ASSERT_EQUAL(ref, data);
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}
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DECLARE_VECTOR_UNITTEST(TestReverseSimple);
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template <typename BidirectionalIterator>
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void reverse(my_system& system, BidirectionalIterator, BidirectionalIterator)
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{
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system.validate_dispatch();
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}
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void TestReverseDispatchExplicit()
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{
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thrust::device_vector<int> vec(1);
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my_system sys(0);
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thrust::reverse(sys, vec.begin(), vec.begin());
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ASSERT_EQUAL(true, sys.is_valid());
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}
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DECLARE_UNITTEST(TestReverseDispatchExplicit);
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template <typename BidirectionalIterator>
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void reverse(my_tag, BidirectionalIterator first, BidirectionalIterator)
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{
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*first = 13;
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}
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void TestReverseDispatchImplicit()
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{
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thrust::device_vector<int> vec(1);
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thrust::reverse(thrust::retag<my_tag>(vec.begin()), thrust::retag<my_tag>(vec.begin()));
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ASSERT_EQUAL(13, vec.front());
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}
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DECLARE_UNITTEST(TestReverseDispatchImplicit);
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template <typename Vector>
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void TestReverseCopySimple()
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{
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#if _CCCL_COMPILER(GCC, >=, 8) && _CCCL_COMPILER(GCC, <, 10)
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if (typeid(Vector) == typeid(thrust::host_vector<custom_numeric>))
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{
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KNOWN_FAILURE // WAR NVBug 2481122
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}
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#endif // _CCCL_COMPILER(GCC, >=, 8) && _CCCL_COMPILER(GCC, <, 10)
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using Iterator = typename Vector::iterator;
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Vector input{1, 2, 3, 4, 5};
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Vector output(8); // arm GCC is complaining about destination size
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Iterator iter = thrust::reverse_copy(input.begin(), input.end(), output.begin());
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output.resize(5);
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Vector ref{5, 4, 3, 2, 1};
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ASSERT_EQUAL(5, iter - output.begin());
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ASSERT_EQUAL(ref, output);
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}
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DECLARE_VECTOR_UNITTEST(TestReverseCopySimple);
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template <typename BidirectionalIterator, typename OutputIterator>
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OutputIterator reverse_copy(my_system& system, BidirectionalIterator, BidirectionalIterator, OutputIterator result)
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{
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system.validate_dispatch();
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return result;
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}
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void TestReverseCopyDispatchExplicit()
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{
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thrust::device_vector<int> vec(1);
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my_system sys(0);
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thrust::reverse_copy(sys, vec.begin(), vec.end(), vec.begin());
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ASSERT_EQUAL(true, sys.is_valid());
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}
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DECLARE_UNITTEST(TestReverseCopyDispatchExplicit);
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template <typename BidirectionalIterator, typename OutputIterator>
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OutputIterator reverse_copy(my_tag, BidirectionalIterator, BidirectionalIterator, OutputIterator result)
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{
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*result = 13;
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return result;
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}
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void TestReverseCopyDispatchImplicit()
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{
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thrust::device_vector<int> vec(1);
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thrust::reverse_copy(
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thrust::retag<my_tag>(vec.begin()), thrust::retag<my_tag>(vec.end()), thrust::retag<my_tag>(vec.begin()));
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ASSERT_EQUAL(13, vec.front());
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}
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DECLARE_UNITTEST(TestReverseCopyDispatchImplicit);
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template <typename T>
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struct TestReverse
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{
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void operator()(const size_t n)
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{
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thrust::host_vector<T> h_data = unittest::random_integers<T>(n);
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thrust::device_vector<T> d_data = h_data;
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thrust::reverse(h_data.begin(), h_data.end());
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thrust::reverse(d_data.begin(), d_data.end());
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ASSERT_EQUAL(h_data, d_data);
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}
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};
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VariableUnitTest<TestReverse, ReverseTypes> TestReverseInstance;
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template <typename T>
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struct TestReverseCopy
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{
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void operator()(const size_t n)
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{
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thrust::host_vector<T> h_data = unittest::random_integers<T>(n);
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thrust::device_vector<T> d_data = h_data;
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thrust::host_vector<T> h_result(n);
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thrust::device_vector<T> d_result(n);
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thrust::reverse_copy(h_data.begin(), h_data.end(), h_result.begin());
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thrust::reverse_copy(d_data.begin(), d_data.end(), d_result.begin());
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ASSERT_EQUAL(h_result, d_result);
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}
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};
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VariableUnitTest<TestReverseCopy, ReverseTypes> TestReverseCopyInstance;
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template <typename T>
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struct TestReverseCopyToDiscardIterator
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{
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void operator()(const size_t n)
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{
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thrust::host_vector<T> h_data = unittest::random_integers<T>(n);
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thrust::device_vector<T> d_data = h_data;
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thrust::discard_iterator<> h_result =
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thrust::reverse_copy(h_data.begin(), h_data.end(), thrust::make_discard_iterator());
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thrust::discard_iterator<> d_result =
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thrust::reverse_copy(d_data.begin(), d_data.end(), thrust::make_discard_iterator());
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thrust::discard_iterator<> reference(static_cast<std::ptrdiff_t>(n));
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ASSERT_EQUAL_QUIET(reference, h_result);
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ASSERT_EQUAL_QUIET(reference, d_result);
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}
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};
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VariableUnitTest<TestReverseCopyToDiscardIterator, ReverseTypes> TestReverseCopyToDiscardIteratorInstance;
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