[CUDA] Implement __ldg using intrinsics.

Summary:
Previously it was implemented as inline asm in the CUDA headers.

This change allows us to use the [addr+imm] addressing mode when
executing ld.global.nc instructions.  This translates into a 1.3x
speedup on some benchmarks that call this instruction from within an
unrolled loop.

Reviewers: tra, rsmith

Subscribers: jhen, cfe-commits, jholewinski

Differential Revision: http://reviews.llvm.org/D19990

llvm-svn: 270150
This commit is contained in:
Justin Lebar 2016-05-19 22:49:13 +00:00
parent b926bdac4c
commit 2e4ecfdebe
6 changed files with 447 additions and 3 deletions

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@ -566,4 +566,40 @@ BUILTIN(__nvvm_atom_cas_gen_ll, "LLiLLiD*LLiLLi", "n")
BUILTIN(__nvvm_compiler_error, "vcC*4", "n")
BUILTIN(__nvvm_compiler_warn, "vcC*4", "n")
// __ldg. This is not implemented as a builtin by nvcc.
BUILTIN(__nvvm_ldg_c, "ccC*", "")
BUILTIN(__nvvm_ldg_s, "ssC*", "")
BUILTIN(__nvvm_ldg_i, "iiC*", "")
BUILTIN(__nvvm_ldg_l, "LiLiC*", "")
BUILTIN(__nvvm_ldg_ll, "LLiLLiC*", "")
BUILTIN(__nvvm_ldg_uc, "UcUcC*", "")
BUILTIN(__nvvm_ldg_us, "UsUsC*", "")
BUILTIN(__nvvm_ldg_ui, "UiUiC*", "")
BUILTIN(__nvvm_ldg_ul, "ULiULiC*", "")
BUILTIN(__nvvm_ldg_ull, "ULLiULLiC*", "")
BUILTIN(__nvvm_ldg_f, "ffC*", "")
BUILTIN(__nvvm_ldg_d, "ddC*", "")
BUILTIN(__nvvm_ldg_c2, "E2cE2cC*", "")
BUILTIN(__nvvm_ldg_c4, "E4cE4cC*", "")
BUILTIN(__nvvm_ldg_s2, "E2sE2sC*", "")
BUILTIN(__nvvm_ldg_s4, "E4sE4sC*", "")
BUILTIN(__nvvm_ldg_i2, "E2iE2iC*", "")
BUILTIN(__nvvm_ldg_i4, "E4iE4iC*", "")
BUILTIN(__nvvm_ldg_ll2, "E2LLiE2LLiC*", "")
BUILTIN(__nvvm_ldg_uc2, "E2UcE2UcC*", "")
BUILTIN(__nvvm_ldg_uc4, "E4UcE4UcC*", "")
BUILTIN(__nvvm_ldg_us2, "E2UsE2UsC*", "")
BUILTIN(__nvvm_ldg_us4, "E4UsE4UsC*", "")
BUILTIN(__nvvm_ldg_ui2, "E2UiE2UiC*", "")
BUILTIN(__nvvm_ldg_ui4, "E4UiE4UiC*", "")
BUILTIN(__nvvm_ldg_ull2, "E2ULLiE2ULLiC*", "")
BUILTIN(__nvvm_ldg_f2, "E2fE2fC*", "")
BUILTIN(__nvvm_ldg_f4, "E4fE4fC*", "")
BUILTIN(__nvvm_ldg_d2, "E2dE2dC*", "")
#undef BUILTIN

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@ -7349,6 +7349,17 @@ Value *CodeGenFunction::EmitSystemZBuiltinExpr(unsigned BuiltinID,
Value *CodeGenFunction::EmitNVPTXBuiltinExpr(unsigned BuiltinID,
const CallExpr *E) {
auto MakeLdg = [&](unsigned IntrinsicID) {
Value *Ptr = EmitScalarExpr(E->getArg(0));
AlignmentSource AlignSource;
clang::CharUnits Align =
getNaturalPointeeTypeAlignment(E->getArg(0)->getType(), &AlignSource);
return Builder.CreateCall(
CGM.getIntrinsic(IntrinsicID, {Ptr->getType()->getPointerElementType(),
Ptr->getType()}),
{Ptr, ConstantInt::get(Builder.getInt32Ty(), Align.getQuantity())});
};
switch (BuiltinID) {
case NVPTX::BI__nvvm_atom_add_gen_i:
case NVPTX::BI__nvvm_atom_add_gen_l:
@ -7433,6 +7444,40 @@ Value *CodeGenFunction::EmitNVPTXBuiltinExpr(unsigned BuiltinID,
return Builder.CreateCall(FnALD32, {Ptr, Val});
}
case NVPTX::BI__nvvm_ldg_c:
case NVPTX::BI__nvvm_ldg_c2:
case NVPTX::BI__nvvm_ldg_c4:
case NVPTX::BI__nvvm_ldg_s:
case NVPTX::BI__nvvm_ldg_s2:
case NVPTX::BI__nvvm_ldg_s4:
case NVPTX::BI__nvvm_ldg_i:
case NVPTX::BI__nvvm_ldg_i2:
case NVPTX::BI__nvvm_ldg_i4:
case NVPTX::BI__nvvm_ldg_l:
case NVPTX::BI__nvvm_ldg_ll:
case NVPTX::BI__nvvm_ldg_ll2:
case NVPTX::BI__nvvm_ldg_uc:
case NVPTX::BI__nvvm_ldg_uc2:
case NVPTX::BI__nvvm_ldg_uc4:
case NVPTX::BI__nvvm_ldg_us:
case NVPTX::BI__nvvm_ldg_us2:
case NVPTX::BI__nvvm_ldg_us4:
case NVPTX::BI__nvvm_ldg_ui:
case NVPTX::BI__nvvm_ldg_ui2:
case NVPTX::BI__nvvm_ldg_ui4:
case NVPTX::BI__nvvm_ldg_ul:
case NVPTX::BI__nvvm_ldg_ull:
case NVPTX::BI__nvvm_ldg_ull2:
// PTX Interoperability section 2.2: "For a vector with an even number of
// elements, its alignment is set to number of elements times the alignment
// of its member: n*alignof(t)."
return MakeLdg(Intrinsic::nvvm_ldg_global_i);
case NVPTX::BI__nvvm_ldg_f:
case NVPTX::BI__nvvm_ldg_f2:
case NVPTX::BI__nvvm_ldg_f4:
case NVPTX::BI__nvvm_ldg_d:
case NVPTX::BI__nvvm_ldg_d2:
return MakeLdg(Intrinsic::nvvm_ldg_global_f);
default:
return nullptr;
}

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@ -21,6 +21,7 @@ set(files
bmi2intrin.h
bmiintrin.h
__clang_cuda_cmath.h
__clang_cuda_intrinsics.h
__clang_cuda_math_forward_declares.h
__clang_cuda_runtime_wrapper.h
cpuid.h

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@ -0,0 +1,256 @@
/*===--- __clang_cuda_intrinsics.h - Device-side CUDA intrinsic wrappers ---===
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*
*===-----------------------------------------------------------------------===
*/
#ifndef __CLANG_CUDA_INTRINSICS_H__
#define __CLANG_CUDA_INTRINSICS_H__
#ifndef __CUDA__
#error "This file is for CUDA compilation only."
#endif
// sm_32 intrinsics: __ldg and __funnelshift_{l,lc,r,rc}.
// Prevent the vanilla sm_32 intrinsics header from being included.
#define __SM_32_INTRINSICS_H__
#define __SM_32_INTRINSICS_HPP__
#if !defined(__CUDA_ARCH__) || __CUDA_ARCH__ >= 320
inline __device__ char __ldg(const char *ptr) { return __nvvm_ldg_c(ptr); }
inline __device__ short __ldg(const short *ptr) { return __nvvm_ldg_s(ptr); }
inline __device__ int __ldg(const int *ptr) { return __nvvm_ldg_i(ptr); }
inline __device__ long __ldg(const long *ptr) { return __nvvm_ldg_l(ptr); }
inline __device__ long long __ldg(const long long *ptr) {
return __nvvm_ldg_ll(ptr);
}
inline __device__ unsigned char __ldg(const unsigned char *ptr) {
return __nvvm_ldg_uc(ptr);
}
inline __device__ unsigned short __ldg(const unsigned short *ptr) {
return __nvvm_ldg_us(ptr);
}
inline __device__ unsigned int __ldg(const unsigned int *ptr) {
return __nvvm_ldg_ui(ptr);
}
inline __device__ unsigned long __ldg(const unsigned long *ptr) {
return __nvvm_ldg_ul(ptr);
}
inline __device__ unsigned long long __ldg(const unsigned long long *ptr) {
return __nvvm_ldg_ull(ptr);
}
inline __device__ float __ldg(const float *ptr) { return __nvvm_ldg_f(ptr); }
inline __device__ double __ldg(const double *ptr) { return __nvvm_ldg_d(ptr); }
inline __device__ char2 __ldg(const char2 *ptr) {
typedef char c2 __attribute__((ext_vector_type(2)));
// We can assume that ptr is aligned at least to char2's alignment, but the
// load will assume that ptr is aligned to char2's alignment. This is only
// safe if alignof(c2) <= alignof(char2).
c2 rv = __nvvm_ldg_c2(reinterpret_cast<const c2 *>(ptr));
char2 ret;
ret.x = rv[0];
ret.y = rv[1];
return ret;
}
inline __device__ char4 __ldg(const char4 *ptr) {
typedef char c4 __attribute__((ext_vector_type(4)));
c4 rv = __nvvm_ldg_c4(reinterpret_cast<const c4 *>(ptr));
char4 ret;
ret.w = rv[0];
ret.x = rv[1];
ret.y = rv[2];
ret.z = rv[3];
return ret;
}
inline __device__ short2 __ldg(const short2 *ptr) {
typedef short s2 __attribute__((ext_vector_type(2)));
s2 rv = __nvvm_ldg_s2(reinterpret_cast<const s2 *>(ptr));
short2 ret;
ret.x = rv[0];
ret.y = rv[1];
return ret;
}
inline __device__ short4 __ldg(const short4 *ptr) {
typedef short s4 __attribute__((ext_vector_type(4)));
s4 rv = __nvvm_ldg_s4(reinterpret_cast<const s4 *>(ptr));
short4 ret;
ret.w = rv[0];
ret.x = rv[1];
ret.y = rv[2];
ret.z = rv[3];
return ret;
}
inline __device__ int2 __ldg(const int2 *ptr) {
typedef int i2 __attribute__((ext_vector_type(2)));
i2 rv = __nvvm_ldg_i2(reinterpret_cast<const i2 *>(ptr));
int2 ret;
ret.x = rv[0];
ret.y = rv[1];
return ret;
}
inline __device__ int4 __ldg(const int4 *ptr) {
typedef int i4 __attribute__((ext_vector_type(4)));
i4 rv = __nvvm_ldg_i4(reinterpret_cast<const i4 *>(ptr));
int4 ret;
ret.w = rv[0];
ret.x = rv[1];
ret.y = rv[2];
ret.z = rv[3];
return ret;
}
inline __device__ longlong2 __ldg(const longlong2 *ptr) {
typedef long long ll2 __attribute__((ext_vector_type(2)));
ll2 rv = __nvvm_ldg_ll2(reinterpret_cast<const ll2 *>(ptr));
longlong2 ret;
ret.x = rv[0];
ret.y = rv[1];
return ret;
}
inline __device__ uchar2 __ldg(const uchar2 *ptr) {
typedef unsigned char uc2 __attribute__((ext_vector_type(2)));
uc2 rv = __nvvm_ldg_uc2(reinterpret_cast<const uc2 *>(ptr));
uchar2 ret;
ret.x = rv[0];
ret.y = rv[1];
return ret;
}
inline __device__ uchar4 __ldg(const uchar4 *ptr) {
typedef unsigned char uc4 __attribute__((ext_vector_type(4)));
uc4 rv = __nvvm_ldg_uc4(reinterpret_cast<const uc4 *>(ptr));
uchar4 ret;
ret.w = rv[0];
ret.x = rv[1];
ret.y = rv[2];
ret.z = rv[3];
return ret;
}
inline __device__ ushort2 __ldg(const ushort2 *ptr) {
typedef unsigned short us2 __attribute__((ext_vector_type(2)));
us2 rv = __nvvm_ldg_us2(reinterpret_cast<const us2 *>(ptr));
ushort2 ret;
ret.x = rv[0];
ret.y = rv[1];
return ret;
}
inline __device__ ushort4 __ldg(const ushort4 *ptr) {
typedef unsigned short us4 __attribute__((ext_vector_type(4)));
us4 rv = __nvvm_ldg_us4(reinterpret_cast<const us4 *>(ptr));
ushort4 ret;
ret.w = rv[0];
ret.x = rv[1];
ret.y = rv[2];
ret.z = rv[3];
return ret;
}
inline __device__ uint2 __ldg(const uint2 *ptr) {
typedef unsigned int ui2 __attribute__((ext_vector_type(2)));
ui2 rv = __nvvm_ldg_ui2(reinterpret_cast<const ui2 *>(ptr));
uint2 ret;
ret.x = rv[0];
ret.y = rv[1];
return ret;
}
inline __device__ uint4 __ldg(const uint4 *ptr) {
typedef unsigned int ui4 __attribute__((ext_vector_type(4)));
ui4 rv = __nvvm_ldg_ui4(reinterpret_cast<const ui4 *>(ptr));
uint4 ret;
ret.w = rv[0];
ret.x = rv[1];
ret.y = rv[2];
ret.z = rv[3];
return ret;
}
inline __device__ ulonglong2 __ldg(const ulonglong2 *ptr) {
typedef unsigned long long ull2 __attribute__((ext_vector_type(2)));
ull2 rv = __nvvm_ldg_ull2(reinterpret_cast<const ull2 *>(ptr));
ulonglong2 ret;
ret.x = rv[0];
ret.y = rv[1];
return ret;
}
inline __device__ float2 __ldg(const float2 *ptr) {
typedef float f2 __attribute__((ext_vector_type(2)));
f2 rv = __nvvm_ldg_f2(reinterpret_cast<const f2 *>(ptr));
float2 ret;
ret.x = rv[0];
ret.y = rv[1];
return ret;
}
inline __device__ float4 __ldg(const float4 *ptr) {
typedef float f4 __attribute__((ext_vector_type(4)));
f4 rv = __nvvm_ldg_f4(reinterpret_cast<const f4 *>(ptr));
float4 ret;
ret.w = rv[0];
ret.x = rv[1];
ret.y = rv[2];
ret.z = rv[3];
return ret;
}
inline __device__ double2 __ldg(const double2 *ptr) {
typedef double d2 __attribute__((ext_vector_type(2)));
d2 rv = __nvvm_ldg_d2(reinterpret_cast<const d2 *>(ptr));
double2 ret;
ret.x = rv[0];
ret.y = rv[1];
return ret;
}
// TODO: Implement these as intrinsics, so the backend can work its magic on
// these. Alternatively, we could implement these as plain C and try to get
// llvm to recognize the relevant patterns.
inline __device__ unsigned __funnelshift_l(unsigned low32, unsigned high32,
unsigned shiftWidth) {
unsigned result;
asm("shf.l.wrap.b32 %0, %1, %2, %3;"
: "=r"(result)
: "r"(low32), "r"(high32), "r"(shiftWidth));
return result;
}
inline __device__ unsigned __funnelshift_lc(unsigned low32, unsigned high32,
unsigned shiftWidth) {
unsigned result;
asm("shf.l.clamp.b32 %0, %1, %2, %3;"
: "=r"(result)
: "r"(low32), "r"(high32), "r"(shiftWidth));
return result;
}
inline __device__ unsigned __funnelshift_r(unsigned low32, unsigned high32,
unsigned shiftWidth) {
unsigned result;
asm("shf.r.wrap.b32 %0, %1, %2, %3;"
: "=r"(result)
: "r"(low32), "r"(high32), "r"(shiftWidth));
return result;
}
inline __device__ unsigned __funnelshift_rc(unsigned low32, unsigned high32,
unsigned shiftWidth) {
unsigned ret;
asm("shf.r.clamp.b32 %0, %1, %2, %3;"
: "=r"(ret)
: "r"(low32), "r"(high32), "r"(shiftWidth));
return ret;
}
#endif // !defined(__CUDA_ARCH__) || __CUDA_ARCH__ >= 320
#endif // defined(__CLANG_CUDA_INTRINSICS_H__)

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@ -188,7 +188,10 @@ static inline __device__ void __brkpt(int __c) { __brkpt(); }
// sm_30_intrinsics.h has declarations that use default argument, so
// we have to include it and it will in turn include .hpp
#include "sm_30_intrinsics.h"
#include "sm_32_intrinsics.hpp"
// Don't include sm_32_intrinsics.h. That header defines __ldg using inline
// asm, but we want to define it using builtins, because we can't use the
// [addr+imm] addressing mode if we use the inline asm in the header.
#undef __MATH_FUNCTIONS_HPP__
@ -278,6 +281,7 @@ __device__ inline __cuda_builtin_gridDim_t::operator dim3() const {
}
#include <__clang_cuda_cmath.h>
#include <__clang_cuda_intrinsics.h>
// curand_mtgp32_kernel helpfully redeclares blockDim and threadIdx in host
// mode, giving them their "proper" types of dim3 and uint3. This is

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@ -1,6 +1,8 @@
// REQUIRES: nvptx-registered-target
// RUN: %clang_cc1 -triple nvptx-unknown-unknown -fcuda-is-device -S -emit-llvm -o - -x cuda %s | FileCheck %s
// RUN: %clang_cc1 -triple nvptx64-unknown-unknown -fcuda-is-device -S -emit-llvm -o - -x cuda %s | FileCheck %s
// RUN: %clang_cc1 -triple nvptx-unknown-unknown -fcuda-is-device -S -emit-llvm -o - -x cuda %s | \
// RUN: FileCheck -check-prefix=CHECK -check-prefix=LP32 %s
// RUN: %clang_cc1 -triple nvptx64-unknown-unknown -fcuda-is-device -S -emit-llvm -o - -x cuda %s | \
// RUN: FileCheck -check-prefix=CHECK -check-prefix=LP64 %s
#define __device__ __attribute__((device))
#define __global__ __attribute__((global))
@ -280,3 +282,103 @@ __device__ void nvvm_atom(float *fp, float f, int *ip, int i, unsigned int *uip,
// CHECK: ret
}
// CHECK-LABEL: nvvm_ldg
__device__ void nvvm_ldg(const void *p) {
// CHECK: call i8 @llvm.nvvm.ldg.global.i.i8.p0i8(i8* {{%[0-9]+}}, i32 1)
// CHECK: call i8 @llvm.nvvm.ldg.global.i.i8.p0i8(i8* {{%[0-9]+}}, i32 1)
__nvvm_ldg_c((const char *)p);
__nvvm_ldg_uc((const unsigned char *)p);
// CHECK: call i16 @llvm.nvvm.ldg.global.i.i16.p0i16(i16* {{%[0-9]+}}, i32 2)
// CHECK: call i16 @llvm.nvvm.ldg.global.i.i16.p0i16(i16* {{%[0-9]+}}, i32 2)
__nvvm_ldg_s((const short *)p);
__nvvm_ldg_us((const unsigned short *)p);
// CHECK: call i32 @llvm.nvvm.ldg.global.i.i32.p0i32(i32* {{%[0-9]+}}, i32 4)
// CHECK: call i32 @llvm.nvvm.ldg.global.i.i32.p0i32(i32* {{%[0-9]+}}, i32 4)
__nvvm_ldg_i((const int *)p);
__nvvm_ldg_ui((const unsigned int *)p);
// LP32: call i32 @llvm.nvvm.ldg.global.i.i32.p0i32(i32* {{%[0-9]+}}, i32 4)
// LP32: call i32 @llvm.nvvm.ldg.global.i.i32.p0i32(i32* {{%[0-9]+}}, i32 4)
// LP64: call i64 @llvm.nvvm.ldg.global.i.i64.p0i64(i64* {{%[0-9]+}}, i32 8)
// LP64: call i64 @llvm.nvvm.ldg.global.i.i64.p0i64(i64* {{%[0-9]+}}, i32 8)
__nvvm_ldg_l((const long *)p);
__nvvm_ldg_ul((const unsigned long *)p);
// CHECK: call float @llvm.nvvm.ldg.global.f.f32.p0f32(float* {{%[0-9]+}}, i32 4)
__nvvm_ldg_f((const float *)p);
// CHECK: call double @llvm.nvvm.ldg.global.f.f64.p0f64(double* {{%[0-9]+}}, i32 8)
__nvvm_ldg_d((const double *)p);
// In practice, the pointers we pass to __ldg will be aligned as appropriate
// for the CUDA <type>N vector types (e.g. short4), which are not the same as
// the LLVM vector types. However, each LLVM vector type has an alignment
// less than or equal to its corresponding CUDA type, so we're OK.
//
// PTX Interoperability section 2.2: "For a vector with an even number of
// elements, its alignment is set to number of elements times the alignment of
// its member: n*alignof(t)."
// CHECK: call <2 x i8> @llvm.nvvm.ldg.global.i.v2i8.p0v2i8(<2 x i8>* {{%[0-9]+}}, i32 2)
// CHECK: call <2 x i8> @llvm.nvvm.ldg.global.i.v2i8.p0v2i8(<2 x i8>* {{%[0-9]+}}, i32 2)
typedef char char2 __attribute__((ext_vector_type(2)));
typedef unsigned char uchar2 __attribute__((ext_vector_type(2)));
__nvvm_ldg_c2((const char2 *)p);
__nvvm_ldg_uc2((const uchar2 *)p);
// CHECK: call <4 x i8> @llvm.nvvm.ldg.global.i.v4i8.p0v4i8(<4 x i8>* {{%[0-9]+}}, i32 4)
// CHECK: call <4 x i8> @llvm.nvvm.ldg.global.i.v4i8.p0v4i8(<4 x i8>* {{%[0-9]+}}, i32 4)
typedef char char4 __attribute__((ext_vector_type(4)));
typedef unsigned char uchar4 __attribute__((ext_vector_type(4)));
__nvvm_ldg_c4((const char4 *)p);
__nvvm_ldg_uc4((const uchar4 *)p);
// CHECK: call <2 x i16> @llvm.nvvm.ldg.global.i.v2i16.p0v2i16(<2 x i16>* {{%[0-9]+}}, i32 4)
// CHECK: call <2 x i16> @llvm.nvvm.ldg.global.i.v2i16.p0v2i16(<2 x i16>* {{%[0-9]+}}, i32 4)
typedef short short2 __attribute__((ext_vector_type(2)));
typedef unsigned short ushort2 __attribute__((ext_vector_type(2)));
__nvvm_ldg_s2((const short2 *)p);
__nvvm_ldg_us2((const ushort2 *)p);
// CHECK: call <4 x i16> @llvm.nvvm.ldg.global.i.v4i16.p0v4i16(<4 x i16>* {{%[0-9]+}}, i32 8)
// CHECK: call <4 x i16> @llvm.nvvm.ldg.global.i.v4i16.p0v4i16(<4 x i16>* {{%[0-9]+}}, i32 8)
typedef short short4 __attribute__((ext_vector_type(4)));
typedef unsigned short ushort4 __attribute__((ext_vector_type(4)));
__nvvm_ldg_s4((const short4 *)p);
__nvvm_ldg_us4((const ushort4 *)p);
// CHECK: call <2 x i32> @llvm.nvvm.ldg.global.i.v2i32.p0v2i32(<2 x i32>* {{%[0-9]+}}, i32 8)
// CHECK: call <2 x i32> @llvm.nvvm.ldg.global.i.v2i32.p0v2i32(<2 x i32>* {{%[0-9]+}}, i32 8)
typedef int int2 __attribute__((ext_vector_type(2)));
typedef unsigned int uint2 __attribute__((ext_vector_type(2)));
__nvvm_ldg_i2((const int2 *)p);
__nvvm_ldg_ui2((const uint2 *)p);
// CHECK: call <4 x i32> @llvm.nvvm.ldg.global.i.v4i32.p0v4i32(<4 x i32>* {{%[0-9]+}}, i32 16)
// CHECK: call <4 x i32> @llvm.nvvm.ldg.global.i.v4i32.p0v4i32(<4 x i32>* {{%[0-9]+}}, i32 16)
typedef int int4 __attribute__((ext_vector_type(4)));
typedef unsigned int uint4 __attribute__((ext_vector_type(4)));
__nvvm_ldg_i4((const int4 *)p);
__nvvm_ldg_ui4((const uint4 *)p);
// CHECK: call <2 x i64> @llvm.nvvm.ldg.global.i.v2i64.p0v2i64(<2 x i64>* {{%[0-9]+}}, i32 16)
// CHECK: call <2 x i64> @llvm.nvvm.ldg.global.i.v2i64.p0v2i64(<2 x i64>* {{%[0-9]+}}, i32 16)
typedef long long longlong2 __attribute__((ext_vector_type(2)));
typedef unsigned long long ulonglong2 __attribute__((ext_vector_type(2)));
__nvvm_ldg_ll2((const longlong2 *)p);
__nvvm_ldg_ull2((const ulonglong2 *)p);
// CHECK: call <2 x float> @llvm.nvvm.ldg.global.f.v2f32.p0v2f32(<2 x float>* {{%[0-9]+}}, i32 8)
typedef float float2 __attribute__((ext_vector_type(2)));
__nvvm_ldg_f2((const float2 *)p);
// CHECK: call <4 x float> @llvm.nvvm.ldg.global.f.v4f32.p0v4f32(<4 x float>* {{%[0-9]+}}, i32 16)
typedef float float4 __attribute__((ext_vector_type(4)));
__nvvm_ldg_f4((const float4 *)p);
// CHECK: call <2 x double> @llvm.nvvm.ldg.global.f.v2f64.p0v2f64(<2 x double>* {{%[0-9]+}}, i32 16)
typedef double double2 __attribute__((ext_vector_type(2)));
__nvvm_ldg_d2((const double2 *)p);
}