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project_6/cccl_upstream/cudax/test/execution/env.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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//===----------------------------------------------------------------------===//
//
// Part of CUDA Experimental in CUDA C++ Core Libraries,
// under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
// SPDX-FileCopyrightText: Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES.
//
//===----------------------------------------------------------------------===//
#include <cuda/std/execution>
#include <cuda/std/type_traits>
#include <cuda/experimental/container.cuh>
#include <cuda/experimental/execution.cuh>
#include <cuda/experimental/memory_resource.cuh>
#include <testing.cuh>
namespace cudax = cuda::experimental;
using env_t = cudax::env_t<cuda::mr::device_accessible>;
struct test_resource
{
void* allocate_sync(size_t, size_t)
{
return nullptr;
}
void* allocate(cuda::stream_ref, size_t, size_t)
{
return nullptr;
}
void deallocate_sync(void*, size_t, size_t) noexcept {}
void deallocate(cuda::stream_ref, void*, size_t, size_t) noexcept {}
constexpr bool operator==(const test_resource&) const noexcept
{
return true;
}
constexpr bool operator!=(const test_resource&) const noexcept
{
return false;
}
friend void get_property(const test_resource&, cuda::mr::device_accessible) noexcept {}
};
C2H_TEST("env_t is queryable for all properties we want", "[execution][env]")
{
STATIC_REQUIRE(cuda::std::execution::__queryable_with<env_t, cuda::get_stream_t>);
STATIC_REQUIRE(cuda::std::execution::__queryable_with<env_t, cuda::mr::get_memory_resource_t>);
STATIC_REQUIRE(cuda::std::execution::__queryable_with<env_t, cudax::execution::get_execution_policy_t>);
}
C2H_TEST("env_t is default constructible", "[execution][env]")
{
env_t env{cuda::device_default_memory_pool(cuda::device_ref{0})};
CHECK(env.query(cuda::get_stream) == cuda::invalid_stream);
CHECK(env.query(cudax::execution::get_execution_policy) == cudax::execution::any_execution_policy{});
CHECK(env.query(cuda::mr::get_memory_resource) == cuda::device_default_memory_pool(cuda::device_ref{0}));
}
C2H_TEST("env_t is constructible from an any_resource", "[execution][env]")
{
const cuda::mr::any_resource<cuda::mr::device_accessible> mr{test_resource{}};
SECTION("Passing an any_resource")
{
env_t env{mr};
CHECK(env.query(cuda::get_stream) == cuda::invalid_stream);
CHECK(env.query(cudax::execution::get_execution_policy) == cudax::execution::any_execution_policy{});
CHECK(env.query(cuda::mr::get_memory_resource) == mr);
}
SECTION("Passing an any_resource and a stream")
{
cudax::stream stream{cuda::device_ref{0}};
env_t env{mr, stream};
CHECK(env.query(cuda::get_stream) == stream);
CHECK(env.query(cudax::execution::get_execution_policy) == cudax::execution::any_execution_policy{});
CHECK(env.query(cuda::mr::get_memory_resource) == mr);
}
SECTION("Passing an any_resource, a stream and a policy")
{
cudax::stream stream{cuda::device_ref{0}};
env_t env{mr, stream, cuda::std::execution::par_unseq};
CHECK(env.query(cuda::get_stream) == stream);
CHECK((env.query(cudax::execution::get_execution_policy) == cuda::std::execution::par_unseq));
CHECK(env.query(cuda::mr::get_memory_resource) == mr);
}
}
C2H_TEST("env_t is constructible from an any_resource passed as an rvalue", "[execution][env]")
{
SECTION("Passing an any_resource")
{
env_t env{cuda::mr::any_resource<cuda::mr::device_accessible>{test_resource{}}};
CHECK(env.query(cuda::get_stream) == cuda::invalid_stream);
CHECK(env.query(cudax::execution::get_execution_policy) == cudax::execution::any_execution_policy{});
CHECK(env.query(cuda::mr::get_memory_resource)
== cuda::mr::any_resource<cuda::mr::device_accessible>{test_resource{}});
}
SECTION("Passing an any_resource and a stream")
{
cudax::stream stream{cuda::device_ref{0}};
env_t env{cuda::mr::any_resource<cuda::mr::device_accessible>{test_resource{}}, stream};
CHECK(env.query(cuda::get_stream) == stream);
CHECK(env.query(cudax::execution::get_execution_policy) == cudax::execution::any_execution_policy{});
CHECK(env.query(cuda::mr::get_memory_resource)
== cuda::mr::any_resource<cuda::mr::device_accessible>{test_resource{}});
}
SECTION("Passing an any_resource, a stream and a policy")
{
cudax::stream stream{cuda::device_ref{0}};
env_t env{
cuda::mr::any_resource<cuda::mr::device_accessible>{test_resource{}}, stream, cuda::std::execution::par_unseq};
CHECK(env.query(cuda::get_stream) == stream);
CHECK(env.query(cudax::execution::get_execution_policy) == cuda::std::execution::par_unseq);
CHECK(env.query(cuda::mr::get_memory_resource)
== cuda::mr::any_resource<cuda::mr::device_accessible>{test_resource{}});
}
}
C2H_TEST("env_t is constructible from a resource", "[execution][env]")
{
test_resource mr{};
SECTION("Passing an any_resource")
{
env_t env{mr};
CHECK(env.query(cuda::get_stream) == cuda::invalid_stream);
CHECK(env.query(cudax::execution::get_execution_policy) == cudax::execution::any_execution_policy{});
CHECK(env.query(cuda::mr::get_memory_resource) == mr);
}
SECTION("Passing an any_resource and a stream")
{
cudax::stream stream{cuda::device_ref{0}};
env_t env{mr, stream};
CHECK(env.query(cuda::get_stream) == stream);
CHECK(env.query(cudax::execution::get_execution_policy) == cudax::execution::any_execution_policy{});
CHECK(env.query(cuda::mr::get_memory_resource) == mr);
}
SECTION("Passing an any_resource, a stream and a policy")
{
cudax::stream stream{cuda::device_ref{0}};
env_t env{mr, stream, cuda::std::execution::par_unseq};
CHECK(env.query(cuda::get_stream) == stream);
CHECK(env.query(cudax::execution::get_execution_policy) == cuda::std::execution::par_unseq);
CHECK(env.query(cuda::mr::get_memory_resource) == mr);
}
}
C2H_TEST("env_t is constructible from a resource passed as an rvalue", "[execution][env]")
{
SECTION("Passing an any_resource")
{
env_t env{test_resource{}};
CHECK(env.query(cuda::get_stream) == cuda::invalid_stream);
CHECK(env.query(cudax::execution::get_execution_policy) == cudax::execution::any_execution_policy{});
CHECK(env.query(cuda::mr::get_memory_resource) == test_resource{});
}
SECTION("Passing an any_resource and a stream")
{
cudax::stream stream{cuda::device_ref{0}};
env_t env{test_resource{}, stream};
CHECK(env.query(cuda::get_stream) == stream);
CHECK(env.query(cudax::execution::get_execution_policy) == cudax::execution::any_execution_policy{});
CHECK(env.query(cuda::mr::get_memory_resource) == test_resource{});
}
SECTION("Passing an any_resource, a stream and a policy")
{
cudax::stream stream{cuda::device_ref{0}};
env_t env{test_resource{}, stream, cuda::std::execution::par_unseq};
CHECK(env.query(cuda::get_stream) == stream);
CHECK(env.query(cudax::execution::get_execution_policy) == cuda::std::execution::par_unseq);
CHECK(env.query(cuda::mr::get_memory_resource) == test_resource{});
}
}
struct some_env_t
{
test_resource res_{};
cudax::stream stream_{cuda::device_ref{0}};
cudax::execution::any_execution_policy policy_ = cuda::std::execution::par_unseq;
const test_resource& query(cuda::mr::get_memory_resource_t) const noexcept
{
return res_;
}
cudax::stream_ref query(cuda::get_stream_t) const noexcept
{
return stream_;
}
cudax::execution::any_execution_policy query(cudax::execution::get_execution_policy_t) const noexcept
{
return policy_;
}
};
C2H_TEST("env_t is constructible from a suitable env", "[execution][env]")
{
some_env_t other_env{};
env_t env{other_env};
CHECK(env.query(cuda::get_stream) == other_env.stream_);
CHECK(env.query(cudax::execution::get_execution_policy) == other_env.policy_);
CHECK(env.query(cuda::mr::get_memory_resource) == other_env.res_);
}
template <bool WithResource, bool WithStream, bool WithPolicy>
struct bad_env_t
{
test_resource res_{};
cudax::stream stream_{cuda::device_ref{0}};
cudax::execution::any_execution_policy policy_ = cuda::std::execution::par_unseq;
template <bool Enable = WithResource, cuda::std::enable_if_t<Enable, int> = 0>
const test_resource& query(cuda::mr::get_memory_resource_t) const noexcept
{
return res_;
}
template <bool Enable = WithStream, cuda::std::enable_if_t<Enable, int> = 0>
cudax::stream_ref query(cuda::get_stream_t) const noexcept
{
return stream_;
}
template <bool Enable = WithPolicy, cuda::std::enable_if_t<Enable, int> = 0>
cudax::execution::any_execution_policy query(cudax::execution::get_execution_policy_t) const noexcept
{
return policy_;
}
};
C2H_TEST("env_t is not constructible from a env missing queries", "[execution][env]")
{
STATIC_REQUIRE(cuda::std::is_constructible_v<env_t, bad_env_t<true, true, true>>);
STATIC_REQUIRE(!cuda::std::is_constructible_v<env_t, bad_env_t<false, true, true>>);
STATIC_REQUIRE(!cuda::std::is_constructible_v<env_t, bad_env_t<true, false, true>>);
STATIC_REQUIRE(!cuda::std::is_constructible_v<env_t, bad_env_t<true, true, false>>);
}
C2H_TEST("Can use query to construct various objects", "[execution][env]")
{
SECTION("Can create an any_resource")
{
env_t env{test_resource{}};
cuda::mr::any_synchronous_resource<cuda::mr::device_accessible> resource = env.query(cuda::mr::get_memory_resource);
CHECK(resource == test_resource{});
}
SECTION("Can create an __uninitialized_async_buffer")
{
cudax::stream stream_{cuda::device_ref{0}};
env_t env{test_resource{}, stream_};
cuda::__uninitialized_async_buffer<int, cuda::mr::device_accessible> buf{
env.query(cuda::mr::get_memory_resource), env.query(cuda::get_stream), 0ull};
CHECK(buf.memory_resource() == test_resource{});
CHECK(buf.stream() == stream_);
}
}