Files
project_6/cccl_upstream/thrust/testing/vector_insert.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

252 lines
7.4 KiB
Plaintext

#include <thrust/device_malloc_allocator.h>
#include <thrust/sequence.h>
#include <unittest/unittest.h>
template <class Vector>
struct TestVectorRangeInsertSimple
{
void operator()(size_t)
{
Vector v1(5);
thrust::sequence(v1.begin(), v1.end());
// test when insertion range fits inside capacity
// and the size of the insertion is greater than the number
// of displaced elements
Vector v2(3);
v2.reserve(10);
thrust::sequence(v2.begin(), v2.end());
size_t new_size = v2.size() + v1.size();
size_t insertion_size = v1.end() - v1.begin();
size_t num_displaced = v2.end() - (v2.begin() + 1);
ASSERT_EQUAL(true, v2.capacity() >= new_size);
ASSERT_EQUAL(true, insertion_size > num_displaced);
v2.insert(v2.begin() + 1, v1.begin(), v1.end());
Vector ref{0, 0, 1, 2, 3, 4, 1, 2};
ASSERT_EQUAL(ref, v2);
ASSERT_EQUAL(8lu, v2.size());
ASSERT_EQUAL(10lu, v2.capacity());
// test when insertion range fits inside capacity
// and the size of the insertion is equal to the number
// of displaced elements
Vector v3(5);
v3.reserve(10);
thrust::sequence(v3.begin(), v3.end());
new_size = v3.size() + v1.size();
insertion_size = v1.end() - v1.begin();
num_displaced = v3.end() - v3.begin();
ASSERT_EQUAL(true, v3.capacity() >= new_size);
ASSERT_EQUAL(true, insertion_size == num_displaced);
v3.insert(v3.begin(), v1.begin(), v1.end());
ref = {0, 1, 2, 3, 4, 0, 1, 2, 3, 4};
ASSERT_EQUAL(ref, v3);
ASSERT_EQUAL(10lu, v3.size());
ASSERT_EQUAL(10lu, v3.capacity());
// test when insertion range fits inside capacity
// and the size of the insertion is less than the
// number of displaced elements
Vector v4(5);
v4.reserve(10);
thrust::sequence(v4.begin(), v4.end());
new_size = v4.size() + v1.size();
insertion_size = (v1.begin() + 3) - v1.begin();
num_displaced = v4.end() - (v4.begin() + 1);
ASSERT_EQUAL(true, v4.capacity() >= new_size);
ASSERT_EQUAL(true, insertion_size < num_displaced);
v4.insert(v4.begin() + 1, v1.begin(), v1.begin() + 3);
ref = {0, 0, 1, 2, 1, 2, 3, 4};
ASSERT_EQUAL(ref, v4);
ASSERT_EQUAL(8lu, v4.size());
ASSERT_EQUAL(10lu, v4.capacity());
// test when insertion range does not fit inside capacity
Vector v5(5);
thrust::sequence(v5.begin(), v5.end());
new_size = v5.size() + v1.size();
ASSERT_EQUAL(true, v5.capacity() < new_size);
v5.insert(v5.begin() + 1, v1.begin(), v1.end());
ref = {0, 0, 1, 2, 3, 4, 1, 2, 3, 4};
ASSERT_EQUAL(ref, v5);
ASSERT_EQUAL(10lu, v5.size());
}
}; // end TestVectorRangeInsertSimple
VectorUnitTest<TestVectorRangeInsertSimple, NumericTypes, thrust::device_vector, thrust::device_malloc_allocator>
TestVectorRangeInsertSimpleDeviceInstance;
VectorUnitTest<TestVectorRangeInsertSimple, NumericTypes, thrust::host_vector, std::allocator>
TestVectorRangeInsertSimpleHostInstance;
template <class T>
struct TestVectorRangeInsert
{
void operator()(size_t n)
{
thrust::host_vector<T> h_src = unittest::random_samples<T>(n + 3);
thrust::host_vector<T> h_dst = unittest::random_samples<T>(n);
thrust::device_vector<T> d_src = h_src;
thrust::device_vector<T> d_dst = h_dst;
// choose insertion range at random
size_t begin = n > 0 ? (size_t) h_src[n] % n : 0;
size_t end = n > 0 ? (size_t) h_src[n + 1] % n : 0;
if (end < begin)
{
using ::cuda::std::swap;
swap(begin, end);
}
// choose insertion position at random
size_t position = n > 0 ? (size_t) h_src[n + 2] % n : 0;
// insert on host
h_dst.insert(h_dst.begin() + position, h_src.begin() + begin, h_src.begin() + end);
// insert on device
d_dst.insert(d_dst.begin() + position, d_src.begin() + begin, d_src.begin() + end);
ASSERT_EQUAL(h_dst, d_dst);
}
}; // end TestVectorRangeInsert
VariableUnitTest<TestVectorRangeInsert, IntegralTypes> TestVectorRangeInsertInstance;
template <class Vector>
struct TestVectorFillInsertSimple
{
void operator()(size_t)
{
// test when insertion range fits inside capacity
// and the size of the insertion is greater than the number
// of displaced elements
Vector v1(3);
v1.reserve(10);
thrust::sequence(v1.begin(), v1.end());
size_t insertion_size = 5;
size_t new_size = v1.size() + insertion_size;
size_t num_displaced = v1.end() - (v1.begin() + 1);
ASSERT_EQUAL(true, v1.capacity() >= new_size);
ASSERT_EQUAL(true, insertion_size > num_displaced);
v1.insert(v1.begin() + 1, insertion_size, 13);
Vector ref{0, 13, 13, 13, 13, 13, 1, 2};
ASSERT_EQUAL(ref, v1);
ASSERT_EQUAL(8lu, v1.size());
ASSERT_EQUAL(10lu, v1.capacity());
// test when insertion range fits inside capacity
// and the size of the insertion is equal to the number
// of displaced elements
Vector v2(5);
v2.reserve(10);
thrust::sequence(v2.begin(), v2.end());
insertion_size = 5;
new_size = v2.size() + insertion_size;
num_displaced = v2.end() - v2.begin();
ASSERT_EQUAL(true, v2.capacity() >= new_size);
ASSERT_EQUAL(true, insertion_size == num_displaced);
v2.insert(v2.begin(), insertion_size, 13);
ref = {13, 13, 13, 13, 13, 0, 1, 2, 3, 4};
ASSERT_EQUAL(ref, v2);
ASSERT_EQUAL(10lu, v2.size());
ASSERT_EQUAL(10lu, v2.capacity());
// test when insertion range fits inside capacity
// and the size of the insertion is less than the
// number of displaced elements
Vector v3(5);
v3.reserve(10);
thrust::sequence(v3.begin(), v3.end());
insertion_size = 3;
new_size = v3.size() + insertion_size;
num_displaced = v3.end() - (v3.begin() + 1);
ASSERT_EQUAL(true, v3.capacity() >= new_size);
ASSERT_EQUAL(true, insertion_size < num_displaced);
v3.insert(v3.begin() + 1, insertion_size, 13);
ref = {0, 13, 13, 13, 1, 2, 3, 4};
ASSERT_EQUAL(ref, v3);
ASSERT_EQUAL(8lu, v3.size());
ASSERT_EQUAL(10lu, v3.capacity());
// test when insertion range does not fit inside capacity
Vector v4(5);
thrust::sequence(v4.begin(), v4.end());
insertion_size = 5;
new_size = v4.size() + insertion_size;
ASSERT_EQUAL(true, v4.capacity() < new_size);
v4.insert(v4.begin() + 1, insertion_size, 13);
ref = {0, 13, 13, 13, 13, 13, 1, 2, 3, 4};
ASSERT_EQUAL(ref, v4);
ASSERT_EQUAL(10lu, v4.size());
}
}; // end TestVectorFillInsertSimple
VectorUnitTest<TestVectorFillInsertSimple, NumericTypes, thrust::device_vector, thrust::device_malloc_allocator>
TestVectorFillInsertSimpleDeviceInstance;
VectorUnitTest<TestVectorFillInsertSimple, NumericTypes, thrust::host_vector, std::allocator>
TestVectorFillInsertSimpleHostInstance;
template <class T>
struct TestVectorFillInsert
{
void operator()(size_t n)
{
thrust::host_vector<T> h_dst = unittest::random_samples<T>(n + 2);
thrust::device_vector<T> d_dst = h_dst;
// choose insertion position at random
size_t position = n > 0 ? (size_t) h_dst[n] % n : 0;
// choose insertion size at random
size_t insertion_size = n > 0 ? (size_t) h_dst[n] % n : 13;
// insert on host
h_dst.insert(h_dst.begin() + position, insertion_size, 13);
// insert on device
d_dst.insert(d_dst.begin() + position, insertion_size, 13);
ASSERT_EQUAL(h_dst, d_dst);
}
}; // end TestVectorFillInsert
VariableUnitTest<TestVectorFillInsert, IntegralTypes> TestVectorFillInsertInstance;