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project_6/cccl_upstream/thrust/testing/reverse.cu
EngineX CI 56fd68e7dd [INFRA] Import NVIDIA/CCCL upstream as optimization reference library
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
2026-07-30 09:35:51 +00:00

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#include <thrust/iterator/discard_iterator.h>
#include <thrust/iterator/retag.h>
#include <thrust/reverse.h>
#include <unittest/unittest.h>
using ReverseTypes = unittest::type_list<unittest::int8_t, unittest::int16_t, unittest::int32_t>;
template <typename Vector>
void TestReverseSimple()
{
Vector data{1, 2, 3, 4, 5};
thrust::reverse(data.begin(), data.end());
Vector ref{5, 4, 3, 2, 1};
ASSERT_EQUAL(ref, data);
}
DECLARE_VECTOR_UNITTEST(TestReverseSimple);
template <typename BidirectionalIterator>
void reverse(my_system& system, BidirectionalIterator, BidirectionalIterator)
{
system.validate_dispatch();
}
void TestReverseDispatchExplicit()
{
thrust::device_vector<int> vec(1);
my_system sys(0);
thrust::reverse(sys, vec.begin(), vec.begin());
ASSERT_EQUAL(true, sys.is_valid());
}
DECLARE_UNITTEST(TestReverseDispatchExplicit);
template <typename BidirectionalIterator>
void reverse(my_tag, BidirectionalIterator first, BidirectionalIterator)
{
*first = 13;
}
void TestReverseDispatchImplicit()
{
thrust::device_vector<int> vec(1);
thrust::reverse(thrust::retag<my_tag>(vec.begin()), thrust::retag<my_tag>(vec.begin()));
ASSERT_EQUAL(13, vec.front());
}
DECLARE_UNITTEST(TestReverseDispatchImplicit);
template <typename Vector>
void TestReverseCopySimple()
{
#if _CCCL_COMPILER(GCC, >=, 8) && _CCCL_COMPILER(GCC, <, 10)
if (typeid(Vector) == typeid(thrust::host_vector<custom_numeric>))
{
KNOWN_FAILURE // WAR NVBug 2481122
}
#endif // _CCCL_COMPILER(GCC, >=, 8) && _CCCL_COMPILER(GCC, <, 10)
using Iterator = typename Vector::iterator;
Vector input{1, 2, 3, 4, 5};
Vector output(8); // arm GCC is complaining about destination size
Iterator iter = thrust::reverse_copy(input.begin(), input.end(), output.begin());
output.resize(5);
Vector ref{5, 4, 3, 2, 1};
ASSERT_EQUAL(5, iter - output.begin());
ASSERT_EQUAL(ref, output);
}
DECLARE_VECTOR_UNITTEST(TestReverseCopySimple);
template <typename BidirectionalIterator, typename OutputIterator>
OutputIterator reverse_copy(my_system& system, BidirectionalIterator, BidirectionalIterator, OutputIterator result)
{
system.validate_dispatch();
return result;
}
void TestReverseCopyDispatchExplicit()
{
thrust::device_vector<int> vec(1);
my_system sys(0);
thrust::reverse_copy(sys, vec.begin(), vec.end(), vec.begin());
ASSERT_EQUAL(true, sys.is_valid());
}
DECLARE_UNITTEST(TestReverseCopyDispatchExplicit);
template <typename BidirectionalIterator, typename OutputIterator>
OutputIterator reverse_copy(my_tag, BidirectionalIterator, BidirectionalIterator, OutputIterator result)
{
*result = 13;
return result;
}
void TestReverseCopyDispatchImplicit()
{
thrust::device_vector<int> vec(1);
thrust::reverse_copy(
thrust::retag<my_tag>(vec.begin()), thrust::retag<my_tag>(vec.end()), thrust::retag<my_tag>(vec.begin()));
ASSERT_EQUAL(13, vec.front());
}
DECLARE_UNITTEST(TestReverseCopyDispatchImplicit);
template <typename T>
struct TestReverse
{
void operator()(const size_t n)
{
thrust::host_vector<T> h_data = unittest::random_integers<T>(n);
thrust::device_vector<T> d_data = h_data;
thrust::reverse(h_data.begin(), h_data.end());
thrust::reverse(d_data.begin(), d_data.end());
ASSERT_EQUAL(h_data, d_data);
}
};
VariableUnitTest<TestReverse, ReverseTypes> TestReverseInstance;
template <typename T>
struct TestReverseCopy
{
void operator()(const size_t n)
{
thrust::host_vector<T> h_data = unittest::random_integers<T>(n);
thrust::device_vector<T> d_data = h_data;
thrust::host_vector<T> h_result(n);
thrust::device_vector<T> d_result(n);
thrust::reverse_copy(h_data.begin(), h_data.end(), h_result.begin());
thrust::reverse_copy(d_data.begin(), d_data.end(), d_result.begin());
ASSERT_EQUAL(h_result, d_result);
}
};
VariableUnitTest<TestReverseCopy, ReverseTypes> TestReverseCopyInstance;
template <typename T>
struct TestReverseCopyToDiscardIterator
{
void operator()(const size_t n)
{
thrust::host_vector<T> h_data = unittest::random_integers<T>(n);
thrust::device_vector<T> d_data = h_data;
thrust::discard_iterator<> h_result =
thrust::reverse_copy(h_data.begin(), h_data.end(), thrust::make_discard_iterator());
thrust::discard_iterator<> d_result =
thrust::reverse_copy(d_data.begin(), d_data.end(), thrust::make_discard_iterator());
thrust::discard_iterator<> reference(static_cast<std::ptrdiff_t>(n));
ASSERT_EQUAL_QUIET(reference, h_result);
ASSERT_EQUAL_QUIET(reference, d_result);
}
};
VariableUnitTest<TestReverseCopyToDiscardIterator, ReverseTypes> TestReverseCopyToDiscardIteratorInstance;