r270150 - [CUDA] Implement __ldg using intrinsics.

Justin Lebar via cfe-commits cfe-commits at lists.llvm.org
Thu May 19 15:49:13 PDT 2016


Author: jlebar
Date: Thu May 19 17:49:13 2016
New Revision: 270150

URL: http://llvm.org/viewvc/llvm-project?rev=270150&view=rev
Log:
[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

Added:
    cfe/trunk/lib/Headers/__clang_cuda_intrinsics.h
Modified:
    cfe/trunk/include/clang/Basic/BuiltinsNVPTX.def
    cfe/trunk/lib/CodeGen/CGBuiltin.cpp
    cfe/trunk/lib/Headers/CMakeLists.txt
    cfe/trunk/lib/Headers/__clang_cuda_runtime_wrapper.h
    cfe/trunk/test/CodeGen/builtins-nvptx.c

Modified: cfe/trunk/include/clang/Basic/BuiltinsNVPTX.def
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/include/clang/Basic/BuiltinsNVPTX.def?rev=270150&r1=270149&r2=270150&view=diff
==============================================================================
--- cfe/trunk/include/clang/Basic/BuiltinsNVPTX.def (original)
+++ cfe/trunk/include/clang/Basic/BuiltinsNVPTX.def Thu May 19 17:49:13 2016
@@ -566,4 +566,40 @@ BUILTIN(__nvvm_atom_cas_gen_ll, "LLiLLiD
 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

Modified: cfe/trunk/lib/CodeGen/CGBuiltin.cpp
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/lib/CodeGen/CGBuiltin.cpp?rev=270150&r1=270149&r2=270150&view=diff
==============================================================================
--- cfe/trunk/lib/CodeGen/CGBuiltin.cpp (original)
+++ cfe/trunk/lib/CodeGen/CGBuiltin.cpp Thu May 19 17:49:13 2016
@@ -7349,6 +7349,17 @@ Value *CodeGenFunction::EmitSystemZBuilt
 
 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::EmitNVPTXBuiltin
     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;
   }

Modified: cfe/trunk/lib/Headers/CMakeLists.txt
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/lib/Headers/CMakeLists.txt?rev=270150&r1=270149&r2=270150&view=diff
==============================================================================
--- cfe/trunk/lib/Headers/CMakeLists.txt (original)
+++ cfe/trunk/lib/Headers/CMakeLists.txt Thu May 19 17:49:13 2016
@@ -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

Added: cfe/trunk/lib/Headers/__clang_cuda_intrinsics.h
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/lib/Headers/__clang_cuda_intrinsics.h?rev=270150&view=auto
==============================================================================
--- cfe/trunk/lib/Headers/__clang_cuda_intrinsics.h (added)
+++ cfe/trunk/lib/Headers/__clang_cuda_intrinsics.h Thu May 19 17:49:13 2016
@@ -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__)

Modified: cfe/trunk/lib/Headers/__clang_cuda_runtime_wrapper.h
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/lib/Headers/__clang_cuda_runtime_wrapper.h?rev=270150&r1=270149&r2=270150&view=diff
==============================================================================
--- cfe/trunk/lib/Headers/__clang_cuda_runtime_wrapper.h (original)
+++ cfe/trunk/lib/Headers/__clang_cuda_runtime_wrapper.h Thu May 19 17:49:13 2016
@@ -188,7 +188,10 @@ static inline __device__ void __brkpt(in
 // 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
 }
 
 #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

Modified: cfe/trunk/test/CodeGen/builtins-nvptx.c
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/test/CodeGen/builtins-nvptx.c?rev=270150&r1=270149&r2=270150&view=diff
==============================================================================
--- cfe/trunk/test/CodeGen/builtins-nvptx.c (original)
+++ cfe/trunk/test/CodeGen/builtins-nvptx.c Thu May 19 17:49:13 2016
@@ -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, flo
 
   // 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);
+}




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