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
408 lines
13 KiB
C++
408 lines
13 KiB
C++
//===----------------------------------------------------------------------===//
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//
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// Part of libcu++, the C++ Standard Library for your entire system,
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// under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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// SPDX-FileCopyrightText: Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES.
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//
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//===----------------------------------------------------------------------===//
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#ifndef LD_ST_H
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#define LD_ST_H
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#include <format>
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#include <string>
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#include "definitions.h"
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inline std::string semantic_ld_st(Semantic sem)
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{
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static std::map sem_map = {
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std::pair{Semantic::Relaxed, ".relaxed"},
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std::pair{Semantic::Release, ".release"},
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std::pair{Semantic::Acquire, ".acquire"},
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std::pair{Semantic::Volatile, ".volatile"},
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};
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return sem_map[sem];
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}
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inline std::string scope_ld_st(Semantic sem, Scope sco)
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{
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if (sem == Semantic::Volatile)
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{
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return "";
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}
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return scope(sco);
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}
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inline void FormatLoad(std::ostream& out)
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{
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out << R"XXX(
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template <class _Fn, class _Sco>
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static inline _CCCL_DEVICE void __cuda_atomic_load_memory_order_dispatch(_Fn &__cuda_load, int __memorder, _Sco) {
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NV_DISPATCH_TARGET(
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NV_PROVIDES_SM_70, (
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switch (__memorder) {
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case __ATOMIC_SEQ_CST: __cuda_atomic_fence(_Sco{}, __atomic_cuda_seq_cst{}); [[fallthrough]];
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case __ATOMIC_CONSUME: [[fallthrough]];
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case __ATOMIC_ACQUIRE: __cuda_load(__atomic_cuda_acquire{}); break;
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case __ATOMIC_RELAXED: __cuda_load(__atomic_cuda_relaxed{}); break;
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default: _CCCL_ASSERT(false, "invalid memory order");
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}
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),
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NV_IS_DEVICE, (
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switch (__memorder) {
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case __ATOMIC_SEQ_CST: __cuda_atomic_membar(_Sco{}); [[fallthrough]];
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case __ATOMIC_CONSUME: [[fallthrough]];
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case __ATOMIC_ACQUIRE: __cuda_load(__atomic_cuda_volatile{}); __cuda_atomic_membar(_Sco{}); break;
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case __ATOMIC_RELAXED: __cuda_load(__atomic_cuda_volatile{}); break;
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default: _CCCL_ASSERT(false, "invalid memory order");
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}
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)
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)
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}
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)XXX";
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// Argument ID Reference
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// 0 - Operand Type
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// 1 - Operand Size
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// 2 - Constraint
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// 3 - Memory order
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// 4 - Memory order semantic
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// 5 - Scope tag
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// 6 - Scope semantic
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// 7 - Mmio tag
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// 8 - Mmio semantic
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constexpr auto asm_intrinsic_format_128 = R"XXX(
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template <class _Type>
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static inline _CCCL_DEVICE void __cuda_atomic_load(
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const _Type* __ptr, _Type& __dst, {3}, __atomic_cuda_operand_{0}{1}, {5}, {7})
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{{
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static_assert(__cccl_ptx_isa >= 840 && (sizeof(_Type) == 16), "128b ld/st is not supported until PTX ISA version 840");
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NV_DISPATCH_TARGET(
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NV_PROVIDES_SM_70, (),
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NV_ANY_TARGET, (__atomic_ldst_128b_unsupported_before_SM_70();)
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)
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asm volatile(R"YYY(
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{{
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.reg .b128 _d;
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ld{8}{4}{6}.b128 _d,[%2];
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mov.b128 {{%0, %1}}, _d;
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}}
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)YYY" : "=l"(__dst.__x),"=l"(__dst.__y) : "l"(__ptr) : "memory");
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}})XXX";
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constexpr auto asm_intrinsic_format = R"XXX(
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template <class _Type>
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static inline _CCCL_DEVICE void __cuda_atomic_load(
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const _Type* __ptr, _Type& __dst, {3}, __atomic_cuda_operand_{0}{1}, {5}, {7})
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{{ asm volatile("ld{8}{4}{6}.{0}{1} %0,[%1];" : "={2}"(__dst) : "l"(__ptr) : "memory"); }})XXX";
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constexpr size_t supported_sizes[] = {
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16,
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32,
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64,
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128,
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};
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constexpr Operand supported_types[] = {
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Operand::Bit,
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Operand::Floating,
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Operand::Unsigned,
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Operand::Signed,
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};
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constexpr Semantic supported_semantics[] = {
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Semantic::Acquire,
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Semantic::Relaxed,
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Semantic::Volatile,
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};
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constexpr Scope supported_scopes[] = {
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Scope::CTA,
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Scope::Cluster,
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Scope::GPU,
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Scope::System,
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};
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constexpr Mmio mmio_states[] = {
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Mmio::Disabled,
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Mmio::Enabled,
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};
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for (auto size : supported_sizes)
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{
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for (auto type : supported_types)
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{
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for (auto sem : supported_semantics)
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{
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for (auto sco : supported_scopes)
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{
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for (auto mm : mmio_states)
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{
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if (size == 16 && type == Operand::Floating)
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{
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continue;
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}
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if (size == 128 && type != Operand::Bit)
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{
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continue;
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}
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if ((mm == Mmio::Enabled) && ((sco != Scope::System) || (sem != Semantic::Relaxed)))
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{
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continue;
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}
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if (size == 128)
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{
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out << std::format(
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asm_intrinsic_format_128,
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/* 0 */ operand(type),
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/* 1 */ size,
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/* 2 */ constraints(type, size),
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/* 3 */ semantic_tag(sem),
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/* 4 */ semantic_ld_st(sem),
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/* 5 */ scope_tag(sco),
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/* 6 */ scope_ld_st(sem, sco),
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/* 7 */ mmio_tag(mm),
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/* 8 */ mmio(mm));
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}
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else
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{
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out << std::format(
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asm_intrinsic_format,
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/* 0 */ operand(type),
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/* 1 */ size,
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/* 2 */ constraints(type, size),
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/* 3 */ semantic_tag(sem),
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/* 4 */ semantic_ld_st(sem),
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/* 5 */ scope_tag(sco),
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/* 6 */ scope_ld_st(sem, sco),
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/* 7 */ mmio_tag(mm),
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/* 8 */ mmio(mm));
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}
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}
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}
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}
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}
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}
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out << "\n"
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<< R"XXX(
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template <typename _Type, typename _Tag, typename _Sco, typename _Mmio>
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struct __cuda_atomic_bind_load {
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const _Type* __ptr;
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_Type* __dst;
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template <typename _Atomic_Memorder>
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inline _CCCL_DEVICE void operator()(_Atomic_Memorder) {
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__cuda_atomic_load(__ptr, *__dst, _Atomic_Memorder{}, _Tag{}, _Sco{}, _Mmio{});
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}
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};
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template <class _Type, class _Sco>
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static inline _CCCL_DEVICE void __atomic_load_cuda(const _Type* __ptr, _Type& __dst, int __memorder, _Sco)
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{
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using __proxy_t = typename __atomic_cuda_deduce_bitwise<_Type>::__type;
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using __proxy_tag = typename __atomic_cuda_deduce_bitwise<_Type>::__tag;
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const __proxy_t* __ptr_proxy = reinterpret_cast<const __proxy_t*>(__ptr);
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__proxy_t* __dst_proxy = reinterpret_cast<__proxy_t*>(&__dst);
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if (__cuda_load_weak_if_local(__ptr_proxy, __dst_proxy, sizeof(__proxy_t))) {{return;}}
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__cuda_atomic_bind_load<__proxy_t, __proxy_tag, _Sco, __atomic_cuda_mmio_disable> __bound_load{__ptr_proxy, __dst_proxy};
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__cuda_atomic_load_memory_order_dispatch(__bound_load, __memorder, _Sco{});
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}
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template <class _Type, class _Sco>
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static inline _CCCL_DEVICE void __atomic_load_cuda(const _Type volatile* __ptr, _Type& __dst, int __memorder, _Sco)
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{
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using __proxy_t = typename __atomic_cuda_deduce_bitwise<_Type>::__type;
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using __proxy_tag = typename __atomic_cuda_deduce_bitwise<_Type>::__tag;
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const __proxy_t* __ptr_proxy = reinterpret_cast<const __proxy_t*>(const_cast<_Type*>(__ptr));
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__proxy_t* __dst_proxy = reinterpret_cast<__proxy_t*>(&__dst);
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if (__cuda_load_weak_if_local(__ptr_proxy, __dst_proxy, sizeof(__proxy_t))) {{return;}}
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__cuda_atomic_bind_load<__proxy_t, __proxy_tag, _Sco, __atomic_cuda_mmio_disable> __bound_load{__ptr_proxy, __dst_proxy};
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__cuda_atomic_load_memory_order_dispatch(__bound_load, __memorder, _Sco{});
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}
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)XXX";
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}
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inline void FormatStore(std::ostream& out)
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{
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out << R"XXX(
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template <class _Fn, class _Sco>
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static inline _CCCL_DEVICE void __cuda_atomic_store_memory_order_dispatch(_Fn &__cuda_store, int __memorder, _Sco) {
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NV_DISPATCH_TARGET(
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NV_PROVIDES_SM_70, (
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switch (__memorder) {
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case __ATOMIC_RELEASE: __cuda_store(__atomic_cuda_release{}); break;
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case __ATOMIC_SEQ_CST: __cuda_atomic_fence(_Sco{}, __atomic_cuda_seq_cst{}); [[fallthrough]];
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case __ATOMIC_RELAXED: __cuda_store(__atomic_cuda_relaxed{}); break;
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default: _CCCL_ASSERT(false, "invalid memory order");
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}
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),
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NV_IS_DEVICE, (
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switch (__memorder) {
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case __ATOMIC_RELEASE: [[fallthrough]];
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case __ATOMIC_SEQ_CST: __cuda_atomic_membar(_Sco{}); [[fallthrough]];
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case __ATOMIC_RELAXED: __cuda_store(__atomic_cuda_volatile{}); break;
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default: _CCCL_ASSERT(false, "invalid memory order");
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}
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)
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)
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}
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)XXX";
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// Argument ID Reference
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// 0 - Operand Type
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// 1 - Operand Size
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// 2 - Constraint
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// 3 - Memory order
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// 4 - Memory order semantic
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// 5 - Scope tag
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// 6 - Scope semantic
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// 7 - Mmio tag
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// 8 - Mmio semantic
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constexpr auto asm_intrinsic_format_128 = R"XXX(
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template <class _Type>
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static inline _CCCL_DEVICE void __cuda_atomic_store(
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_Type* __ptr, _Type& __val, {3}, __atomic_cuda_operand_{0}{1}, {5}, {7})
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{{
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static_assert(__cccl_ptx_isa >= 840 && (sizeof(_Type) == 16), "128b ld/st is not supported until PTX ISA version 840");
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NV_DISPATCH_TARGET(
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NV_PROVIDES_SM_70, (),
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NV_ANY_TARGET, (__atomic_ldst_128b_unsupported_before_SM_70();)
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)
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asm volatile(R"YYY(
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{{
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.reg .b128 _v;
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mov.b128 _v, {{%1, %2}};
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st{8}{4}{6}.b128 [%0],_v;
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}}
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)YYY" :: "l"(__ptr), "l"(__val.__x),"l"(__val.__y) : "memory");
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}})XXX";
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constexpr auto asm_intrinsic_format = R"XXX(
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template <class _Type>
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static inline _CCCL_DEVICE void __cuda_atomic_store(
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_Type* __ptr, _Type& __val, {3}, __atomic_cuda_operand_{0}{1}, {5}, {7})
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{{ asm volatile("st{8}{4}{6}.{0}{1} [%0],%1;" :: "l"(__ptr), "{2}"(__val) : "memory"); }})XXX";
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constexpr size_t supported_sizes[] = {
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16,
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32,
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64,
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128,
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};
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constexpr Operand supported_types[] = {
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Operand::Bit,
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};
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constexpr Semantic supported_semantics[] = {
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Semantic::Release,
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Semantic::Relaxed,
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Semantic::Volatile,
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};
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constexpr Scope supported_scopes[] = {
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Scope::CTA,
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Scope::Cluster,
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Scope::GPU,
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Scope::System,
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};
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constexpr Mmio mmio_states[] = {
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Mmio::Disabled,
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Mmio::Enabled,
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};
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for (auto size : supported_sizes)
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{
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for (auto type : supported_types)
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{
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for (auto sem : supported_semantics)
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{
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for (auto sco : supported_scopes)
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{
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for (auto mm : mmio_states)
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{
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if (size == 16 && type == Operand::Floating)
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{
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continue;
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}
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if (size == 128 && type != Operand::Bit)
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{
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continue;
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}
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if ((mm == Mmio::Enabled) && ((sco != Scope::System) || (sem != Semantic::Relaxed)))
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{
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continue;
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}
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if (size == 128)
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{
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out << std::format(
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asm_intrinsic_format_128,
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/* 0 */ operand(type),
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/* 1 */ size,
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/* 2 */ constraints(type, size),
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/* 3 */ semantic_tag(sem),
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/* 4 */ semantic_ld_st(sem),
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/* 5 */ scope_tag(sco),
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/* 6 */ scope_ld_st(sem, sco),
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/* 7 */ mmio_tag(mm),
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/* 8 */ mmio(mm));
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}
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else
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{
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out << std::format(
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asm_intrinsic_format,
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/* 0 */ operand(type),
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/* 1 */ size,
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/* 2 */ constraints(type, size),
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/* 3 */ semantic_tag(sem),
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/* 4 */ semantic_ld_st(sem),
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/* 5 */ scope_tag(sco),
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/* 6 */ scope_ld_st(sem, sco),
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/* 7 */ mmio_tag(mm),
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/* 8 */ mmio(mm));
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}
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}
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}
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}
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}
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}
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out << "\n"
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<< R"XXX(
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template <typename _Type, typename _Tag, typename _Sco, typename _Mmio>
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struct __cuda_atomic_bind_store {
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_Type* __ptr;
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_Type* __val;
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template <typename _Atomic_Memorder>
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inline _CCCL_DEVICE void operator()(_Atomic_Memorder) {
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__cuda_atomic_store(__ptr, *__val, _Atomic_Memorder{}, _Tag{}, _Sco{}, _Mmio{});
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}
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};
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template <class _Type, class _Sco>
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static inline _CCCL_DEVICE void __atomic_store_cuda(_Type* __ptr, _Type& __val, int __memorder, _Sco)
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{
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using __proxy_t = typename __atomic_cuda_deduce_bitwise<_Type>::__type;
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using __proxy_tag = typename __atomic_cuda_deduce_bitwise<_Type>::__tag;
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__proxy_t* __ptr_proxy = reinterpret_cast<__proxy_t*>(__ptr);
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__proxy_t* __val_proxy = reinterpret_cast<__proxy_t*>(&__val);
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if (__cuda_store_weak_if_local(__ptr_proxy, __val_proxy, sizeof(__proxy_t))) {{return;}}
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__cuda_atomic_bind_store<__proxy_t, __proxy_tag, _Sco, __atomic_cuda_mmio_disable> __bound_store{__ptr_proxy, __val_proxy};
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__cuda_atomic_store_memory_order_dispatch(__bound_store, __memorder, _Sco{});
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}
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template <class _Type, class _Sco>
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static inline _CCCL_DEVICE void __atomic_store_cuda(volatile _Type* __ptr, _Type& __val, int __memorder, _Sco)
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{
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using __proxy_t = typename __atomic_cuda_deduce_bitwise<_Type>::__type;
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using __proxy_tag = typename __atomic_cuda_deduce_bitwise<_Type>::__tag;
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__proxy_t* __ptr_proxy = reinterpret_cast<__proxy_t*>(const_cast<_Type*>(__ptr));
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__proxy_t* __val_proxy = reinterpret_cast<__proxy_t*>(&__val);
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if (__cuda_store_weak_if_local(__ptr_proxy, __val_proxy, sizeof(__proxy_t))) {{return;}}
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__cuda_atomic_bind_store<__proxy_t, __proxy_tag, _Sco, __atomic_cuda_mmio_disable> __bound_store{__ptr_proxy, __val_proxy};
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__cuda_atomic_store_memory_order_dispatch(__bound_store, __memorder, _Sco{});
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}
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)XXX";
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}
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#endif // LD_ST_H
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