[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
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cccl_upstream/thrust/testing/uninitialized_fill.cu
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229
cccl_upstream/thrust/testing/uninitialized_fill.cu
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#include <thrust/device_malloc_allocator.h>
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#include <thrust/iterator/retag.h>
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#include <thrust/uninitialized_fill.h>
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#include <nv/target>
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#include <unittest/unittest.h>
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template <typename ForwardIterator, typename T>
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void uninitialized_fill(my_system& system, ForwardIterator, ForwardIterator, const T&)
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{
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system.validate_dispatch();
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}
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void TestUninitializedFillDispatchExplicit()
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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::uninitialized_fill(sys, vec.begin(), vec.begin(), 0);
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ASSERT_EQUAL(true, sys.is_valid());
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}
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DECLARE_UNITTEST(TestUninitializedFillDispatchExplicit);
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template <typename ForwardIterator, typename T>
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void uninitialized_fill(my_tag, ForwardIterator first, ForwardIterator, const T&)
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{
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*first = 13;
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}
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void TestUninitializedFillDispatchImplicit()
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{
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thrust::device_vector<int> vec(1);
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thrust::uninitialized_fill(thrust::retag<my_tag>(vec.begin()), thrust::retag<my_tag>(vec.begin()), 0);
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ASSERT_EQUAL(13, vec.front());
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}
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DECLARE_UNITTEST(TestUninitializedFillDispatchImplicit);
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template <typename ForwardIterator, typename Size, typename T>
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ForwardIterator uninitialized_fill_n(my_system& system, ForwardIterator first, Size, const T&)
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{
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system.validate_dispatch();
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return first;
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}
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void TestUninitializedFillNDispatchExplicit()
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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::uninitialized_fill_n(sys, vec.begin(), vec.size(), 0);
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ASSERT_EQUAL(true, sys.is_valid());
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}
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DECLARE_UNITTEST(TestUninitializedFillNDispatchExplicit);
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template <typename ForwardIterator, typename Size, typename T>
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ForwardIterator uninitialized_fill_n(my_tag, ForwardIterator first, Size, const T&)
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{
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*first = 13;
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return first;
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}
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void TestUninitializedFillNDispatchImplicit()
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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::uninitialized_fill_n(sys, vec.begin(), vec.size(), 0);
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ASSERT_EQUAL(true, sys.is_valid());
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}
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DECLARE_UNITTEST(TestUninitializedFillNDispatchImplicit);
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template <class Vector>
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void TestUninitializedFillPOD()
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{
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using T = typename Vector::value_type;
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Vector v{0, 1, 2, 3, 4};
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T exemplar(7);
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thrust::uninitialized_fill(v.begin() + 1, v.begin() + 4, exemplar);
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Vector ref{0, exemplar, exemplar, exemplar, 4};
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ASSERT_EQUAL(v, ref);
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exemplar = 8;
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thrust::uninitialized_fill(v.begin() + 0, v.begin() + 3, exemplar);
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ref = {exemplar, exemplar, exemplar, 7, 4};
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ASSERT_EQUAL(v, ref);
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exemplar = 9;
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thrust::uninitialized_fill(v.begin() + 2, v.end(), exemplar);
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ref = {8, 8, exemplar, exemplar, 9};
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ASSERT_EQUAL(v, ref);
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exemplar = 1;
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thrust::uninitialized_fill(v.begin(), v.end(), exemplar);
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ref = {exemplar, exemplar, exemplar, exemplar, exemplar};
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ASSERT_EQUAL(v, ref);
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}
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DECLARE_VECTOR_UNITTEST(TestUninitializedFillPOD);
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struct CopyConstructTest
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{
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CopyConstructTest() = default;
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_CCCL_HOST_DEVICE CopyConstructTest(const CopyConstructTest&)
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{
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NV_IF_TARGET(NV_IS_DEVICE,
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(copy_constructed_on_device = true; copy_constructed_on_host = false;),
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(copy_constructed_on_device = false; copy_constructed_on_host = true;));
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}
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CopyConstructTest& operator=(const CopyConstructTest&) = default;
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bool copy_constructed_on_host{false};
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bool copy_constructed_on_device{false};
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};
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struct TestUninitializedFillNonPOD
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{
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void operator()(const size_t)
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{
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using T = CopyConstructTest;
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thrust::device_ptr<T> v = thrust::device_malloc<T>(5);
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T exemplar;
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ASSERT_EQUAL(false, exemplar.copy_constructed_on_device);
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ASSERT_EQUAL(false, exemplar.copy_constructed_on_host);
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T host_copy_of_exemplar(exemplar); // NOLINT(performance-unnecessary-copy-initialization)
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ASSERT_EQUAL(false, exemplar.copy_constructed_on_device);
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ASSERT_EQUAL(true, exemplar.copy_constructed_on_host);
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// copy construct v from the exemplar
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thrust::uninitialized_fill(v, v + 1, exemplar);
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T x;
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ASSERT_EQUAL(false, x.copy_constructed_on_device);
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ASSERT_EQUAL(false, x.copy_constructed_on_host);
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x = v[0];
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ASSERT_EQUAL(true, x.copy_constructed_on_device);
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ASSERT_EQUAL(false, x.copy_constructed_on_host);
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thrust::device_free(v);
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}
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};
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DECLARE_UNITTEST(TestUninitializedFillNonPOD);
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template <class Vector>
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void TestUninitializedFillNPOD()
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{
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using T = typename Vector::value_type;
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Vector v{0, 1, 2, 3, 4};
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T exemplar(7);
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typename Vector::iterator iter = thrust::uninitialized_fill_n(v.begin() + 1, 3, exemplar);
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Vector ref{0, exemplar, exemplar, exemplar, 4};
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ASSERT_EQUAL_QUIET(v.begin() + 4, iter);
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exemplar = 8;
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iter = thrust::uninitialized_fill_n(v.begin() + 0, 3, exemplar);
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ref = {exemplar, exemplar, exemplar, 7, 4};
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ASSERT_EQUAL_QUIET(v.begin() + 3, iter);
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exemplar = 9;
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iter = thrust::uninitialized_fill_n(v.begin() + 2, 3, exemplar);
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ref = {8, 8, exemplar, exemplar, 9};
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ASSERT_EQUAL_QUIET(v.end(), iter);
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exemplar = 1;
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iter = thrust::uninitialized_fill_n(v.begin(), v.size(), exemplar);
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ref = {exemplar, exemplar, exemplar, exemplar, exemplar};
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ASSERT_EQUAL_QUIET(v.end(), iter);
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}
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DECLARE_VECTOR_UNITTEST(TestUninitializedFillNPOD);
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struct TestUninitializedFillNNonPOD
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{
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void operator()(const size_t)
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{
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using T = CopyConstructTest;
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thrust::device_ptr<T> v = thrust::device_malloc<T>(5);
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T exemplar;
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ASSERT_EQUAL(false, exemplar.copy_constructed_on_device);
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ASSERT_EQUAL(false, exemplar.copy_constructed_on_host);
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T host_copy_of_exemplar(exemplar); // NOLINT(performance-unnecessary-copy-initialization)
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ASSERT_EQUAL(false, exemplar.copy_constructed_on_device);
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ASSERT_EQUAL(true, exemplar.copy_constructed_on_host);
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// copy construct v from the exemplar
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thrust::uninitialized_fill_n(v, 1, exemplar);
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T x;
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ASSERT_EQUAL(false, x.copy_constructed_on_device);
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ASSERT_EQUAL(false, x.copy_constructed_on_host);
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x = v[0];
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ASSERT_EQUAL(true, x.copy_constructed_on_device);
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ASSERT_EQUAL(false, x.copy_constructed_on_host);
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thrust::device_free(v);
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}
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};
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DECLARE_UNITTEST(TestUninitializedFillNNonPOD);
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