mirror of
https://github.com/NVIDIA/cuda-samples.git
synced 2024-10-06 08:29:17 +08:00
Fix #194 and add Large Kernel Parameters Sample
This commit is contained in:
Rob Nertney
parent
e612904184
commit
8004ad59ab
|
|
@ -7,6 +7,8 @@ Samples for CUDA Developers which demonstrates features in CUDA Toolkit. This ve
|
||||||
This section describes the release notes for the CUDA Samples on GitHub only.
|
This section describes the release notes for the CUDA Samples on GitHub only.
|
||||||
|
|
||||||
### CUDA 12.1
|
### CUDA 12.1
|
||||||
|
* Added JIT LTO Sample
|
||||||
|
* Adding Large Kernel Sample
|
||||||
|
|
||||||
### [older versions...](./CHANGELOG.md)
|
### [older versions...](./CHANGELOG.md)
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -158,12 +158,6 @@ static void cudaImportNvSciImage(cudaExternalResInterop &cudaExtResObj,
|
||||||
pairArrayOut[numAttrs++].key = NvSciBufImageAttrKey_Layout;
|
pairArrayOut[numAttrs++].key = NvSciBufImageAttrKey_Layout;
|
||||||
pairArrayOut[numAttrs++].key = NvSciBufImageAttrKey_PlaneBitsPerPixel;
|
pairArrayOut[numAttrs++].key = NvSciBufImageAttrKey_PlaneBitsPerPixel;
|
||||||
pairArrayOut[numAttrs++].key = NvSciBufImageAttrKey_PlaneOffset;
|
pairArrayOut[numAttrs++].key = NvSciBufImageAttrKey_PlaneOffset;
|
||||||
pairArrayOut[numAttrs++].key = NvSciBufImageAttrKey_PlanePitch;
|
|
||||||
pairArrayOut[numAttrs++].key = NvSciBufImageAttrKey_PlaneAlignedHeight;
|
|
||||||
|
|
||||||
uint32_t planePitchs[10];
|
|
||||||
uint32_t planePixel[10];
|
|
||||||
uint32_t planeAlignedHeight[10];
|
|
||||||
|
|
||||||
checkNvSciErrors(NvSciBufAttrListGetAttrs(attrlist, pairArrayOut, numAttrs));
|
checkNvSciErrors(NvSciBufAttrListGetAttrs(attrlist, pairArrayOut, numAttrs));
|
||||||
|
|
||||||
|
|
@ -183,13 +177,6 @@ static void cudaImportNvSciImage(cudaExternalResInterop &cudaExtResObj,
|
||||||
cudaExtResObj.planeCount * sizeof(int32_t));
|
cudaExtResObj.planeCount * sizeof(int32_t));
|
||||||
memcpy(cudaExtResObj.planeOffset, (uint64_t *)pairArrayOut[7].value,
|
memcpy(cudaExtResObj.planeOffset, (uint64_t *)pairArrayOut[7].value,
|
||||||
cudaExtResObj.planeCount * sizeof(uint64_t));
|
cudaExtResObj.planeCount * sizeof(uint64_t));
|
||||||
memcpy(planePixel, (uint32_t *)pairArrayOut[6].value,
|
|
||||||
cudaExtResObj.planeCount * sizeof(uint32_t));
|
|
||||||
memcpy(planePitchs, (uint32_t *)pairArrayOut[8].value,
|
|
||||||
cudaExtResObj.planeCount * sizeof(uint32_t));
|
|
||||||
memcpy(planeAlignedHeight, (uint32_t *)pairArrayOut[9].value,
|
|
||||||
cudaExtResObj.planeCount * sizeof(uint32_t));
|
|
||||||
|
|
||||||
|
|
||||||
NvSciBufAttrValImageLayoutType layout =
|
NvSciBufAttrValImageLayoutType layout =
|
||||||
*(NvSciBufAttrValImageLayoutType *)pairArrayOut[5].value;
|
*(NvSciBufAttrValImageLayoutType *)pairArrayOut[5].value;
|
||||||
|
|
@ -214,8 +201,8 @@ static void cudaImportNvSciImage(cudaExternalResInterop &cudaExtResObj,
|
||||||
for (int i = 0; i < cudaExtResObj.planeCount; i++) {
|
for (int i = 0; i < cudaExtResObj.planeCount; i++) {
|
||||||
cudaExtent extent = {};
|
cudaExtent extent = {};
|
||||||
memset(&extent, 0, sizeof(extent));
|
memset(&extent, 0, sizeof(extent));
|
||||||
extent.width = planePitchs[i] / (planePixel[i] / 8);
|
extent.width = cudaExtResObj.imageWidth[i];
|
||||||
extent.height = planeAlignedHeight[i];
|
extent.height = cudaExtResObj.imageHeight[i];
|
||||||
extent.depth = 0;
|
extent.depth = 0;
|
||||||
cudaChannelFormatDesc desc;
|
cudaChannelFormatDesc desc;
|
||||||
switch (channelCount) {
|
switch (channelCount) {
|
||||||
|
|
|
||||||
|
|
@ -384,10 +384,10 @@ else
|
||||||
@echo "Sample is ready - all dependencies have been met"
|
@echo "Sample is ready - all dependencies have been met"
|
||||||
endif
|
endif
|
||||||
|
|
||||||
jitlto.o:jitlto.cpp
|
jitLto.o:jitLto.cpp
|
||||||
$(EXEC) $(NVCC) $(INCLUDES) $(ALL_CCFLAGS) $(GENCODE_FLAGS) -o $@ -c $<
|
$(EXEC) $(NVCC) $(INCLUDES) $(ALL_CCFLAGS) $(GENCODE_FLAGS) -o $@ -c $<
|
||||||
|
|
||||||
jitLto: jitlto.o
|
jitLto: jitLto.o
|
||||||
$(EXEC) $(NVCC) $(ALL_LDFLAGS) $(GENCODE_FLAGS) -o $@ $+ $(LIBRARIES)
|
$(EXEC) $(NVCC) $(ALL_LDFLAGS) $(GENCODE_FLAGS) -o $@ $+ $(LIBRARIES)
|
||||||
$(EXEC) mkdir -p ../../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)
|
$(EXEC) mkdir -p ../../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)
|
||||||
$(EXEC) cp $@ ../../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)
|
$(EXEC) cp $@ ../../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)
|
||||||
|
|
@ -398,7 +398,7 @@ run: build
|
||||||
testrun: build
|
testrun: build
|
||||||
|
|
||||||
clean:
|
clean:
|
||||||
rm -f jitLto jitlto.o
|
rm -f jitLto jitLto.o
|
||||||
rm -rf ../../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)/jitLto
|
rm -rf ../../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)/jitLto
|
||||||
|
|
||||||
clobber: clean
|
clobber: clean
|
||||||
|
|
|
||||||
251
Samples/4_CUDA_Libraries/jitLto/jitLto.cpp
Normal file
251
Samples/4_CUDA_Libraries/jitLto/jitLto.cpp
Normal file
|
|
@ -0,0 +1,251 @@
|
||||||
|
/* Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
|
||||||
|
*
|
||||||
|
* Redistribution and use in source and binary forms, with or without
|
||||||
|
* modification, are permitted provided that the following conditions
|
||||||
|
* are met:
|
||||||
|
* * Redistributions of source code must retain the above copyright
|
||||||
|
* notice, this list of conditions and the following disclaimer.
|
||||||
|
* * Redistributions in binary form must reproduce the above copyright
|
||||||
|
* notice, this list of conditions and the following disclaimer in the
|
||||||
|
* documentation and/or other materials provided with the distribution.
|
||||||
|
* * Neither the name of NVIDIA CORPORATION nor the names of its
|
||||||
|
* contributors may be used to endorse or promote products derived
|
||||||
|
* from this software without specific prior written permission.
|
||||||
|
*
|
||||||
|
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY
|
||||||
|
* EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
|
||||||
|
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
|
||||||
|
* PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
|
||||||
|
* CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
|
||||||
|
* EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
|
||||||
|
* PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
|
||||||
|
* PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
|
||||||
|
* OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
|
||||||
|
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
||||||
|
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
||||||
|
*/
|
||||||
|
|
||||||
|
#include <cuda.h>
|
||||||
|
#include <nvJitLink.h>
|
||||||
|
#include <nvrtc.h>
|
||||||
|
#include <iostream>
|
||||||
|
#include <cstring>
|
||||||
|
|
||||||
|
#define NUM_THREADS 128
|
||||||
|
#define NUM_BLOCKS 32
|
||||||
|
|
||||||
|
#define NVRTC_SAFE_CALL(x) \
|
||||||
|
do { \
|
||||||
|
nvrtcResult result = x; \
|
||||||
|
if (result != NVRTC_SUCCESS) { \
|
||||||
|
std::cerr << "\nerror: " #x " failed with error " \
|
||||||
|
<< nvrtcGetErrorString(result) << '\n'; \
|
||||||
|
exit(1); \
|
||||||
|
} \
|
||||||
|
} while(0)
|
||||||
|
#define CUDA_SAFE_CALL(x) \
|
||||||
|
do { \
|
||||||
|
CUresult result = x; \
|
||||||
|
if (result != CUDA_SUCCESS) { \
|
||||||
|
const char *msg; \
|
||||||
|
cuGetErrorName(result, &msg); \
|
||||||
|
std::cerr << "\nerror: " #x " failed with error " \
|
||||||
|
<< msg << '\n'; \
|
||||||
|
exit(1); \
|
||||||
|
} \
|
||||||
|
} while(0)
|
||||||
|
#define NVJITLINK_SAFE_CALL(h,x) \
|
||||||
|
do { \
|
||||||
|
nvJitLinkResult result = x; \
|
||||||
|
if (result != NVJITLINK_SUCCESS) { \
|
||||||
|
std::cerr << "\nerror: " #x " failed with error " \
|
||||||
|
<< result << '\n'; \
|
||||||
|
size_t lsize; \
|
||||||
|
result = nvJitLinkGetErrorLogSize(h, &lsize); \
|
||||||
|
if (result == NVJITLINK_SUCCESS && lsize > 0) { \
|
||||||
|
char *log = (char*)malloc(lsize); \
|
||||||
|
result = nvJitLinkGetErrorLog(h, log); \
|
||||||
|
if (result == NVJITLINK_SUCCESS) { \
|
||||||
|
std::cerr << "error log: " << log << '\n'; \
|
||||||
|
free(log); \
|
||||||
|
} \
|
||||||
|
} \
|
||||||
|
exit(1); \
|
||||||
|
} \
|
||||||
|
} while(0)
|
||||||
|
|
||||||
|
const char *lto_saxpy = " \n\
|
||||||
|
extern __device__ float compute(float a, float x, float y); \n\
|
||||||
|
\n\
|
||||||
|
extern \"C\" __global__ \n\
|
||||||
|
void saxpy(float a, float *x, float *y, float *out, size_t n) \n\
|
||||||
|
{ \n\
|
||||||
|
size_t tid = blockIdx.x * blockDim.x + threadIdx.x; \n\
|
||||||
|
if (tid < n) { \n\
|
||||||
|
out[tid] = compute(a, x[tid], y[tid]); \n\
|
||||||
|
} \n\
|
||||||
|
} \n";
|
||||||
|
|
||||||
|
const char *lto_compute = " \n\
|
||||||
|
__device__ float compute(float a, float x, float y) { \n\
|
||||||
|
return a * x + y; \n\
|
||||||
|
} \n";
|
||||||
|
|
||||||
|
// compile code into LTOIR, returning the IR and its size
|
||||||
|
static void getLTOIR (const char *code, const char *name,
|
||||||
|
char **ltoIR, size_t *ltoIRSize)
|
||||||
|
{
|
||||||
|
// Create an instance of nvrtcProgram with the code string.
|
||||||
|
nvrtcProgram prog;
|
||||||
|
NVRTC_SAFE_CALL(
|
||||||
|
nvrtcCreateProgram(&prog, // prog
|
||||||
|
code, // buffer
|
||||||
|
name, // name
|
||||||
|
0, // numHeaders
|
||||||
|
NULL, // headers
|
||||||
|
NULL)); // includeNames
|
||||||
|
|
||||||
|
// specify that LTO IR should be generated for LTO operation
|
||||||
|
const char *opts[] = {"-dlto",
|
||||||
|
"--relocatable-device-code=true"};
|
||||||
|
nvrtcResult compileResult = nvrtcCompileProgram(prog, // prog
|
||||||
|
2, // numOptions
|
||||||
|
opts); // options
|
||||||
|
// Obtain compilation log from the program.
|
||||||
|
size_t logSize;
|
||||||
|
NVRTC_SAFE_CALL(nvrtcGetProgramLogSize(prog, &logSize));
|
||||||
|
char *log = new char[logSize];
|
||||||
|
NVRTC_SAFE_CALL(nvrtcGetProgramLog(prog, log));
|
||||||
|
std::cout << log << '\n';
|
||||||
|
delete[] log;
|
||||||
|
if (compileResult != NVRTC_SUCCESS) {
|
||||||
|
exit(1);
|
||||||
|
}
|
||||||
|
// Obtain generated LTO IR from the program.
|
||||||
|
NVRTC_SAFE_CALL(nvrtcGetLTOIRSize(prog, ltoIRSize));
|
||||||
|
*ltoIR = new char[*ltoIRSize];
|
||||||
|
NVRTC_SAFE_CALL(nvrtcGetLTOIR(prog, *ltoIR));
|
||||||
|
// Destroy the program.
|
||||||
|
NVRTC_SAFE_CALL(nvrtcDestroyProgram(&prog));
|
||||||
|
}
|
||||||
|
|
||||||
|
int main(int argc, char *argv[])
|
||||||
|
{
|
||||||
|
char *ltoIR1;
|
||||||
|
char *ltoIR2;
|
||||||
|
size_t ltoIR1Size;
|
||||||
|
size_t ltoIR2Size;
|
||||||
|
// getLTOIR uses nvrtc to get the LTOIR.
|
||||||
|
// We could also use nvcc offline with -dlto -fatbin
|
||||||
|
// to generate the IR, but using nvrtc keeps the build simpler.
|
||||||
|
getLTOIR(lto_saxpy, "lto_saxpy.cu", <oIR1, <oIR1Size);
|
||||||
|
getLTOIR(lto_compute, "lto_compute.cu", <oIR2, <oIR2Size);
|
||||||
|
|
||||||
|
CUdevice cuDevice;
|
||||||
|
CUcontext context;
|
||||||
|
CUmodule module;
|
||||||
|
CUfunction kernel;
|
||||||
|
CUDA_SAFE_CALL(cuInit(0));
|
||||||
|
CUDA_SAFE_CALL(cuDeviceGet(&cuDevice, 0));
|
||||||
|
CUDA_SAFE_CALL(cuCtxCreate(&context, 0, cuDevice));
|
||||||
|
|
||||||
|
// Dynamically determine the arch to link for
|
||||||
|
int major = 0;
|
||||||
|
int minor = 0;
|
||||||
|
CUDA_SAFE_CALL(cuDeviceGetAttribute(&major,
|
||||||
|
CU_DEVICE_ATTRIBUTE_COMPUTE_CAPABILITY_MAJOR, cuDevice));
|
||||||
|
CUDA_SAFE_CALL(cuDeviceGetAttribute(&minor,
|
||||||
|
CU_DEVICE_ATTRIBUTE_COMPUTE_CAPABILITY_MINOR, cuDevice));
|
||||||
|
int arch = major*10 + minor;
|
||||||
|
char smbuf[16];
|
||||||
|
memset(smbuf,0,16);
|
||||||
|
sprintf(smbuf, "-arch=sm_%d", arch);
|
||||||
|
|
||||||
|
// Load the generated LTO IR and link them together
|
||||||
|
nvJitLinkHandle handle;
|
||||||
|
const char *lopts[] = {"-lto", smbuf};
|
||||||
|
NVJITLINK_SAFE_CALL(handle, nvJitLinkCreate(&handle, 2, lopts));
|
||||||
|
|
||||||
|
NVJITLINK_SAFE_CALL(handle, nvJitLinkAddData(handle, NVJITLINK_INPUT_LTOIR,
|
||||||
|
(void *)ltoIR1, ltoIR1Size, "lto_saxpy"));
|
||||||
|
NVJITLINK_SAFE_CALL(handle, nvJitLinkAddData(handle, NVJITLINK_INPUT_LTOIR,
|
||||||
|
(void *)ltoIR2, ltoIR2Size, "lto_compute"));
|
||||||
|
|
||||||
|
// The call to nvJitLinkComplete causes linker to link together the two
|
||||||
|
// LTO IR modules, do optimization on the linked LTO IR,
|
||||||
|
// and generate cubin from it.
|
||||||
|
NVJITLINK_SAFE_CALL(handle, nvJitLinkComplete(handle));
|
||||||
|
|
||||||
|
// check error log
|
||||||
|
size_t logSize;
|
||||||
|
NVJITLINK_SAFE_CALL(handle, nvJitLinkGetErrorLogSize(handle, &logSize));
|
||||||
|
if (logSize > 0) {
|
||||||
|
char *log = (char*)malloc(logSize+1);
|
||||||
|
NVJITLINK_SAFE_CALL(handle, nvJitLinkGetErrorLog(handle, log));
|
||||||
|
std::cout << "Error log: " << log << std::endl;
|
||||||
|
free(log);
|
||||||
|
}
|
||||||
|
|
||||||
|
// get linked cubin
|
||||||
|
size_t cubinSize;
|
||||||
|
NVJITLINK_SAFE_CALL(handle, nvJitLinkGetLinkedCubinSize(handle, &cubinSize));
|
||||||
|
void *cubin = malloc(cubinSize);
|
||||||
|
NVJITLINK_SAFE_CALL(handle, nvJitLinkGetLinkedCubin(handle, cubin));
|
||||||
|
|
||||||
|
NVJITLINK_SAFE_CALL(handle, nvJitLinkDestroy(&handle));
|
||||||
|
delete[] ltoIR1;
|
||||||
|
delete[] ltoIR2;
|
||||||
|
|
||||||
|
// cubin is linked, so now load it
|
||||||
|
CUDA_SAFE_CALL(cuModuleLoadData(&module, cubin));
|
||||||
|
CUDA_SAFE_CALL(cuModuleGetFunction(&kernel, module, "saxpy"));
|
||||||
|
|
||||||
|
// Generate input for execution, and create output buffers.
|
||||||
|
size_t n = NUM_THREADS * NUM_BLOCKS;
|
||||||
|
size_t bufferSize = n * sizeof(float);
|
||||||
|
float a = 5.1f;
|
||||||
|
float *hX = new float[n], *hY = new float[n], *hOut = new float[n];
|
||||||
|
for (size_t i = 0; i < n; ++i) {
|
||||||
|
hX[i] = static_cast<float>(i);
|
||||||
|
hY[i] = static_cast<float>(i * 2);
|
||||||
|
}
|
||||||
|
CUdeviceptr dX, dY, dOut;
|
||||||
|
CUDA_SAFE_CALL(cuMemAlloc(&dX, bufferSize));
|
||||||
|
CUDA_SAFE_CALL(cuMemAlloc(&dY, bufferSize));
|
||||||
|
CUDA_SAFE_CALL(cuMemAlloc(&dOut, bufferSize));
|
||||||
|
CUDA_SAFE_CALL(cuMemcpyHtoD(dX, hX, bufferSize));
|
||||||
|
CUDA_SAFE_CALL(cuMemcpyHtoD(dY, hY, bufferSize));
|
||||||
|
// Execute SAXPY.
|
||||||
|
void *args[] = { &a, &dX, &dY, &dOut, &n };
|
||||||
|
CUDA_SAFE_CALL(
|
||||||
|
cuLaunchKernel(kernel,
|
||||||
|
NUM_BLOCKS, 1, 1, // grid dim
|
||||||
|
NUM_THREADS, 1, 1, // block dim
|
||||||
|
0, NULL, // shared mem and stream
|
||||||
|
args, 0)); // arguments
|
||||||
|
CUDA_SAFE_CALL(cuCtxSynchronize());
|
||||||
|
// Retrieve and print output.
|
||||||
|
CUDA_SAFE_CALL(cuMemcpyDtoH(hOut, dOut, bufferSize));
|
||||||
|
|
||||||
|
for (size_t i = 0; i < n; ++i) {
|
||||||
|
std::cout << a << " * " << hX[i] << " + " << hY[i]
|
||||||
|
<< " = " << hOut[i] << '\n';
|
||||||
|
}
|
||||||
|
// check last value to verify
|
||||||
|
if (hOut[n-1] == 29074.5) {
|
||||||
|
std::cout << "PASSED!\n";
|
||||||
|
} else {
|
||||||
|
std::cout << "values not expected?\n";
|
||||||
|
}
|
||||||
|
// Release resources.
|
||||||
|
CUDA_SAFE_CALL(cuMemFree(dX));
|
||||||
|
CUDA_SAFE_CALL(cuMemFree(dY));
|
||||||
|
CUDA_SAFE_CALL(cuMemFree(dOut));
|
||||||
|
CUDA_SAFE_CALL(cuModuleUnload(module));
|
||||||
|
CUDA_SAFE_CALL(cuCtxDestroy(context));
|
||||||
|
free(cubin);
|
||||||
|
delete[] hX;
|
||||||
|
delete[] hY;
|
||||||
|
delete[] hOut;
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
|
|
@ -102,7 +102,7 @@
|
||||||
</CudaCompile>
|
</CudaCompile>
|
||||||
</ItemDefinitionGroup>
|
</ItemDefinitionGroup>
|
||||||
<ItemGroup>
|
<ItemGroup>
|
||||||
<ClCompile Include="jitlto.cpp" />
|
<ClCompile Include="jitLto.cpp" />
|
||||||
|
|
||||||
</ItemGroup>
|
</ItemGroup>
|
||||||
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
||||||
|
|
|
||||||
|
|
@ -98,7 +98,7 @@
|
||||||
</CudaCompile>
|
</CudaCompile>
|
||||||
</ItemDefinitionGroup>
|
</ItemDefinitionGroup>
|
||||||
<ItemGroup>
|
<ItemGroup>
|
||||||
<ClCompile Include="jitlto.cpp" />
|
<ClCompile Include="jitLto.cpp" />
|
||||||
|
|
||||||
</ItemGroup>
|
</ItemGroup>
|
||||||
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
||||||
|
|
|
||||||
|
|
@ -98,7 +98,7 @@
|
||||||
</CudaCompile>
|
</CudaCompile>
|
||||||
</ItemDefinitionGroup>
|
</ItemDefinitionGroup>
|
||||||
<ItemGroup>
|
<ItemGroup>
|
||||||
<ClCompile Include="jitlto.cpp" />
|
<ClCompile Include="jitLto.cpp" />
|
||||||
|
|
||||||
</ItemGroup>
|
</ItemGroup>
|
||||||
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
||||||
|
|
|
||||||
18
Samples/6_Performance/LargeKernelParameter/.vscode/c_cpp_properties.json
vendored
Normal file
18
Samples/6_Performance/LargeKernelParameter/.vscode/c_cpp_properties.json
vendored
Normal file
|
|
@ -0,0 +1,18 @@
|
||||||
|
{
|
||||||
|
"configurations": [
|
||||||
|
{
|
||||||
|
"name": "Linux",
|
||||||
|
"includePath": [
|
||||||
|
"${workspaceFolder}/**",
|
||||||
|
"${workspaceFolder}/../../../Common"
|
||||||
|
],
|
||||||
|
"defines": [],
|
||||||
|
"compilerPath": "/usr/local/cuda/bin/nvcc",
|
||||||
|
"cStandard": "gnu17",
|
||||||
|
"cppStandard": "gnu++14",
|
||||||
|
"intelliSenseMode": "linux-gcc-x64",
|
||||||
|
"configurationProvider": "ms-vscode.makefile-tools"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"version": 4
|
||||||
|
}
|
||||||
7
Samples/6_Performance/LargeKernelParameter/.vscode/extensions.json
vendored
Normal file
7
Samples/6_Performance/LargeKernelParameter/.vscode/extensions.json
vendored
Normal file
|
|
@ -0,0 +1,7 @@
|
||||||
|
{
|
||||||
|
"recommendations": [
|
||||||
|
"nvidia.nsight-vscode-edition",
|
||||||
|
"ms-vscode.cpptools",
|
||||||
|
"ms-vscode.makefile-tools"
|
||||||
|
]
|
||||||
|
}
|
||||||
10
Samples/6_Performance/LargeKernelParameter/.vscode/launch.json
vendored
Normal file
10
Samples/6_Performance/LargeKernelParameter/.vscode/launch.json
vendored
Normal file
|
|
@ -0,0 +1,10 @@
|
||||||
|
{
|
||||||
|
"configurations": [
|
||||||
|
{
|
||||||
|
"name": "CUDA C++: Launch",
|
||||||
|
"type": "cuda-gdb",
|
||||||
|
"request": "launch",
|
||||||
|
"program": "${workspaceFolder}/LargeKernelParameter"
|
||||||
|
}
|
||||||
|
]
|
||||||
|
}
|
||||||
15
Samples/6_Performance/LargeKernelParameter/.vscode/tasks.json
vendored
Normal file
15
Samples/6_Performance/LargeKernelParameter/.vscode/tasks.json
vendored
Normal file
|
|
@ -0,0 +1,15 @@
|
||||||
|
{
|
||||||
|
"version": "2.0.0",
|
||||||
|
"tasks": [
|
||||||
|
{
|
||||||
|
"label": "sample",
|
||||||
|
"type": "shell",
|
||||||
|
"command": "make dbg=1",
|
||||||
|
"problemMatcher": ["$nvcc"],
|
||||||
|
"group": {
|
||||||
|
"kind": "build",
|
||||||
|
"isDefault": true
|
||||||
|
}
|
||||||
|
}
|
||||||
|
]
|
||||||
|
}
|
||||||
|
|
@ -0,0 +1,173 @@
|
||||||
|
/* Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
|
||||||
|
*
|
||||||
|
* Redistribution and use in source and binary forms, with or without
|
||||||
|
* modification, are permitted provided that the following conditions
|
||||||
|
* are met:
|
||||||
|
* * Redistributions of source code must retain the above copyright
|
||||||
|
* notice, this list of conditions and the following disclaimer.
|
||||||
|
* * Redistributions in binary form must reproduce the above copyright
|
||||||
|
* notice, this list of conditions and the following disclaimer in the
|
||||||
|
* documentation and/or other materials provided with the distribution.
|
||||||
|
* * Neither the name of NVIDIA CORPORATION nor the names of its
|
||||||
|
* contributors may be used to endorse or promote products derived
|
||||||
|
* from this software without specific prior written permission.
|
||||||
|
*
|
||||||
|
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY
|
||||||
|
* EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
|
||||||
|
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
|
||||||
|
* PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
|
||||||
|
* CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
|
||||||
|
* EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
|
||||||
|
* PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
|
||||||
|
* PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
|
||||||
|
* OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
|
||||||
|
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
||||||
|
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
||||||
|
*/
|
||||||
|
|
||||||
|
/*
|
||||||
|
* This is a simple test showing performance and usability
|
||||||
|
* improvements with large kernel parameters introduced in CUDA 12.1
|
||||||
|
*/
|
||||||
|
#include <chrono>
|
||||||
|
#include <iostream>
|
||||||
|
#include <cassert>
|
||||||
|
|
||||||
|
// Utility includes
|
||||||
|
#include <helper_cuda.h>
|
||||||
|
|
||||||
|
using namespace std;
|
||||||
|
using namespace std::chrono;
|
||||||
|
|
||||||
|
#define TEST_ITERATIONS (1000)
|
||||||
|
#define TOTAL_PARAMS (8000) // ints
|
||||||
|
#define KERNEL_PARAM_LIMIT (1024) // ints
|
||||||
|
#define CONST_COPIED_PARAMS (TOTAL_PARAMS - KERNEL_PARAM_LIMIT)
|
||||||
|
|
||||||
|
__constant__ int excess_params[CONST_COPIED_PARAMS];
|
||||||
|
|
||||||
|
typedef struct {
|
||||||
|
int param[KERNEL_PARAM_LIMIT];
|
||||||
|
} param_t;
|
||||||
|
|
||||||
|
typedef struct {
|
||||||
|
int param[TOTAL_PARAMS];
|
||||||
|
} param_large_t;
|
||||||
|
|
||||||
|
// Kernel with 4KB kernel parameter limit
|
||||||
|
__global__ void kernelDefault(__grid_constant__ const param_t p, int *result) {
|
||||||
|
int tmp = 0;
|
||||||
|
|
||||||
|
// accumulate kernel parameters
|
||||||
|
for (int i = 0; i < KERNEL_PARAM_LIMIT; ++i) {
|
||||||
|
tmp += p.param[i];
|
||||||
|
}
|
||||||
|
|
||||||
|
// accumulate excess values passed via const memory
|
||||||
|
for (int i = 0; i < CONST_COPIED_PARAMS; ++i) {
|
||||||
|
tmp += excess_params[i];
|
||||||
|
}
|
||||||
|
|
||||||
|
*result = tmp;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Kernel with 32,764 byte kernel parameter limit
|
||||||
|
__global__ void kernelLargeParam(__grid_constant__ const param_large_t p, int *result) {
|
||||||
|
int tmp = 0;
|
||||||
|
|
||||||
|
// accumulate kernel parameters
|
||||||
|
for (int i = 0; i < TOTAL_PARAMS; ++i) {
|
||||||
|
tmp += p.param[i];
|
||||||
|
}
|
||||||
|
|
||||||
|
*result = tmp;
|
||||||
|
}
|
||||||
|
|
||||||
|
static void report_time(std::chrono::time_point<std::chrono::steady_clock> start,
|
||||||
|
std::chrono::time_point<std::chrono::steady_clock> end,
|
||||||
|
int iters) {
|
||||||
|
auto usecs = duration_cast<duration<float,
|
||||||
|
microseconds::period>>(end - start);
|
||||||
|
cout << usecs.count() / iters << endl;
|
||||||
|
}
|
||||||
|
|
||||||
|
int main() {
|
||||||
|
int rc;
|
||||||
|
cudaFree(0);
|
||||||
|
|
||||||
|
param_t p;
|
||||||
|
param_large_t p_large;
|
||||||
|
|
||||||
|
// pageable host memory that holds excess constants passed via constant memory
|
||||||
|
int *copied_params = (int *)malloc(CONST_COPIED_PARAMS * sizeof(int));
|
||||||
|
assert(copied_params);
|
||||||
|
|
||||||
|
// storage for computed result
|
||||||
|
int *d_result;
|
||||||
|
int h_result;
|
||||||
|
checkCudaErrors(cudaMalloc(&d_result, sizeof(int)));
|
||||||
|
|
||||||
|
int expected_result = 0;
|
||||||
|
|
||||||
|
// fill in data for validation
|
||||||
|
for (int i = 0; i < KERNEL_PARAM_LIMIT; ++i) {
|
||||||
|
p.param[i] = (i & 0xFF);
|
||||||
|
}
|
||||||
|
for (int i = KERNEL_PARAM_LIMIT; i < TOTAL_PARAMS; ++i) {
|
||||||
|
copied_params[i - KERNEL_PARAM_LIMIT] = (i & 0xFF);
|
||||||
|
}
|
||||||
|
for (int i = 0; i < TOTAL_PARAMS; ++i) {
|
||||||
|
p_large.param[i] = (i & 0xFF);
|
||||||
|
expected_result += (i & 0xFF);
|
||||||
|
}
|
||||||
|
|
||||||
|
// warmup, verify correctness
|
||||||
|
checkCudaErrors(cudaMemcpyToSymbol(excess_params, copied_params, CONST_COPIED_PARAMS * sizeof(int), 0, cudaMemcpyHostToDevice));
|
||||||
|
kernelDefault<<<1,1>>>(p, d_result);
|
||||||
|
checkCudaErrors(cudaMemcpy(&h_result, d_result, sizeof(int), cudaMemcpyDeviceToHost));
|
||||||
|
checkCudaErrors(cudaDeviceSynchronize());
|
||||||
|
if(h_result != expected_result) {
|
||||||
|
std::cout << "Test failed" << std::endl;
|
||||||
|
rc=-1;
|
||||||
|
goto Exit;
|
||||||
|
}
|
||||||
|
|
||||||
|
kernelLargeParam<<<1,1>>>(p_large, d_result);
|
||||||
|
checkCudaErrors(cudaMemcpy(&h_result, d_result, sizeof(int), cudaMemcpyDeviceToHost));
|
||||||
|
checkCudaErrors(cudaDeviceSynchronize());
|
||||||
|
if(h_result != expected_result) {
|
||||||
|
std::cout << "Test failed" << std::endl;
|
||||||
|
rc=-1;
|
||||||
|
goto Exit;
|
||||||
|
}
|
||||||
|
|
||||||
|
// benchmark default kernel parameter limit
|
||||||
|
{
|
||||||
|
auto start = steady_clock::now();
|
||||||
|
for (int i = 0; i < TEST_ITERATIONS; ++i) {
|
||||||
|
checkCudaErrors(cudaMemcpyToSymbol(excess_params, copied_params, CONST_COPIED_PARAMS * sizeof(int), 0, cudaMemcpyHostToDevice));
|
||||||
|
kernelDefault<<<1, 1>>>(p, d_result);
|
||||||
|
}
|
||||||
|
checkCudaErrors(cudaDeviceSynchronize());
|
||||||
|
auto end = steady_clock::now();
|
||||||
|
std::cout << "Kernel 4KB parameter limit - time (us):";
|
||||||
|
report_time(start, end, TEST_ITERATIONS);
|
||||||
|
|
||||||
|
// benchmark large kernel parameter limit
|
||||||
|
start = steady_clock::now();
|
||||||
|
for (int i = 0; i < TEST_ITERATIONS; ++i) {
|
||||||
|
kernelLargeParam<<<1, 1>>>(p_large, d_result);
|
||||||
|
}
|
||||||
|
checkCudaErrors(cudaDeviceSynchronize());
|
||||||
|
end = steady_clock::now();
|
||||||
|
std::cout << "Kernel 32,764 byte parameter limit - time (us):";
|
||||||
|
report_time(start, end, TEST_ITERATIONS);
|
||||||
|
}
|
||||||
|
std::cout << "Test passed!" << std::endl;
|
||||||
|
rc=0;
|
||||||
|
Exit:
|
||||||
|
// cleanup
|
||||||
|
cudaFree(d_result);
|
||||||
|
free(copied_params);
|
||||||
|
return rc;
|
||||||
|
}
|
||||||
|
|
@ -1,7 +1,7 @@
|
||||||
|
|
||||||
Microsoft Visual Studio Solution File, Format Version 12.00
|
Microsoft Visual Studio Solution File, Format Version 12.00
|
||||||
# Visual Studio 2017
|
# Visual Studio 2017
|
||||||
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "jitlto", "jitlto_vs2017.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}"
|
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "LargeKernelParameter", "LargeKernelParameter_vs2017.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}"
|
||||||
EndProject
|
EndProject
|
||||||
Global
|
Global
|
||||||
GlobalSection(SolutionConfigurationPlatforms) = preSolution
|
GlobalSection(SolutionConfigurationPlatforms) = preSolution
|
||||||
|
|
@ -15,8 +15,8 @@
|
||||||
</ItemGroup>
|
</ItemGroup>
|
||||||
<PropertyGroup Label="Globals">
|
<PropertyGroup Label="Globals">
|
||||||
<ProjectGuid>{997E0757-EA74-4A4E-A0FC-47D8C8831A15}</ProjectGuid>
|
<ProjectGuid>{997E0757-EA74-4A4E-A0FC-47D8C8831A15}</ProjectGuid>
|
||||||
<RootNamespace>jitlto_vs2017</RootNamespace>
|
<RootNamespace>LargeKernelParameter_vs2017</RootNamespace>
|
||||||
<ProjectName>jitlto</ProjectName>
|
<ProjectName>LargeKernelParameter</ProjectName>
|
||||||
<CudaToolkitCustomDir />
|
<CudaToolkitCustomDir />
|
||||||
</PropertyGroup>
|
</PropertyGroup>
|
||||||
<PropertyGroup Condition="'$(WindowsTargetPlatformVersion)'==''">
|
<PropertyGroup Condition="'$(WindowsTargetPlatformVersion)'==''">
|
||||||
|
|
@ -38,7 +38,7 @@
|
||||||
</PropertyGroup>
|
</PropertyGroup>
|
||||||
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" />
|
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" />
|
||||||
<ImportGroup Label="ExtensionSettings">
|
<ImportGroup Label="ExtensionSettings">
|
||||||
<Import Project="$(CUDAPropsPath)\CUDA 12.0.props" />
|
<Import Project="$(CUDAPropsPath)\CUDA 12.1.props" />
|
||||||
</ImportGroup>
|
</ImportGroup>
|
||||||
<ImportGroup Label="PropertySheets">
|
<ImportGroup Label="PropertySheets">
|
||||||
<Import Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" />
|
<Import Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" />
|
||||||
|
|
@ -58,16 +58,16 @@
|
||||||
<ClCompile>
|
<ClCompile>
|
||||||
<WarningLevel>Level3</WarningLevel>
|
<WarningLevel>Level3</WarningLevel>
|
||||||
<PreprocessorDefinitions>WIN32;_MBCS;%(PreprocessorDefinitions)</PreprocessorDefinitions>
|
<PreprocessorDefinitions>WIN32;_MBCS;%(PreprocessorDefinitions)</PreprocessorDefinitions>
|
||||||
<AdditionalIncludeDirectories>./;$(CudaToolkitDir)/include;../../../Common;$(CudaToolkitIncludeDir);$(CUDA_PATH)/include;</AdditionalIncludeDirectories>
|
<AdditionalIncludeDirectories>./;$(CudaToolkitDir)/include;../../../Common;</AdditionalIncludeDirectories>
|
||||||
</ClCompile>
|
</ClCompile>
|
||||||
<Link>
|
<Link>
|
||||||
<SubSystem>Console</SubSystem>
|
<SubSystem>Console</SubSystem>
|
||||||
<AdditionalDependencies>cuda.lib;nvrtc.lib;nvJitLink.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
|
<AdditionalDependencies>cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
|
||||||
<AdditionalLibraryDirectories>$(CudaToolkitLibDir);</AdditionalLibraryDirectories>
|
<AdditionalLibraryDirectories>$(CudaToolkitLibDir);</AdditionalLibraryDirectories>
|
||||||
<OutputFile>$(OutDir)/jitlto.exe</OutputFile>
|
<OutputFile>$(OutDir)/LargeKernelParameter.exe</OutputFile>
|
||||||
</Link>
|
</Link>
|
||||||
<CudaCompile>
|
<CudaCompile>
|
||||||
<CodeGeneration></CodeGeneration>
|
<CodeGeneration>compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86;compute_89,sm_89;compute_90,sm_90;</CodeGeneration>
|
||||||
<AdditionalOptions>-Xcompiler "/wd 4819" --threads 0 </AdditionalOptions>
|
<AdditionalOptions>-Xcompiler "/wd 4819" --threads 0 </AdditionalOptions>
|
||||||
<Include>./;../../../Common</Include>
|
<Include>./;../../../Common</Include>
|
||||||
<Defines>WIN32</Defines>
|
<Defines>WIN32</Defines>
|
||||||
|
|
@ -102,11 +102,11 @@
|
||||||
</CudaCompile>
|
</CudaCompile>
|
||||||
</ItemDefinitionGroup>
|
</ItemDefinitionGroup>
|
||||||
<ItemGroup>
|
<ItemGroup>
|
||||||
<ClCompile Include="jitlto.cpp" />
|
<CudaCompile Include="LargeKernelParameter.cu" />
|
||||||
|
|
||||||
</ItemGroup>
|
</ItemGroup>
|
||||||
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
||||||
<ImportGroup Label="ExtensionTargets">
|
<ImportGroup Label="ExtensionTargets">
|
||||||
<Import Project="$(CUDAPropsPath)\CUDA 12.0.targets" />
|
<Import Project="$(CUDAPropsPath)\CUDA 12.1.targets" />
|
||||||
</ImportGroup>
|
</ImportGroup>
|
||||||
</Project>
|
</Project>
|
||||||
|
|
@ -1,7 +1,7 @@
|
||||||
|
|
||||||
Microsoft Visual Studio Solution File, Format Version 12.00
|
Microsoft Visual Studio Solution File, Format Version 12.00
|
||||||
# Visual Studio 2019
|
# Visual Studio 2019
|
||||||
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "jitlto", "jitlto_vs2019.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}"
|
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "LargeKernelParameter", "LargeKernelParameter_vs2019.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}"
|
||||||
EndProject
|
EndProject
|
||||||
Global
|
Global
|
||||||
GlobalSection(SolutionConfigurationPlatforms) = preSolution
|
GlobalSection(SolutionConfigurationPlatforms) = preSolution
|
||||||
|
|
@ -15,8 +15,8 @@
|
||||||
</ItemGroup>
|
</ItemGroup>
|
||||||
<PropertyGroup Label="Globals">
|
<PropertyGroup Label="Globals">
|
||||||
<ProjectGuid>{997E0757-EA74-4A4E-A0FC-47D8C8831A15}</ProjectGuid>
|
<ProjectGuid>{997E0757-EA74-4A4E-A0FC-47D8C8831A15}</ProjectGuid>
|
||||||
<RootNamespace>jitlto_vs2019</RootNamespace>
|
<RootNamespace>LargeKernelParameter_vs2019</RootNamespace>
|
||||||
<ProjectName>jitlto</ProjectName>
|
<ProjectName>LargeKernelParameter</ProjectName>
|
||||||
<CudaToolkitCustomDir />
|
<CudaToolkitCustomDir />
|
||||||
</PropertyGroup>
|
</PropertyGroup>
|
||||||
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.Default.props" />
|
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.Default.props" />
|
||||||
|
|
@ -34,7 +34,7 @@
|
||||||
</PropertyGroup>
|
</PropertyGroup>
|
||||||
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" />
|
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" />
|
||||||
<ImportGroup Label="ExtensionSettings">
|
<ImportGroup Label="ExtensionSettings">
|
||||||
<Import Project="$(CUDAPropsPath)\CUDA 12.0.props" />
|
<Import Project="$(CUDAPropsPath)\CUDA 12.1.props" />
|
||||||
</ImportGroup>
|
</ImportGroup>
|
||||||
<ImportGroup Label="PropertySheets">
|
<ImportGroup Label="PropertySheets">
|
||||||
<Import Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" />
|
<Import Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" />
|
||||||
|
|
@ -54,16 +54,16 @@
|
||||||
<ClCompile>
|
<ClCompile>
|
||||||
<WarningLevel>Level3</WarningLevel>
|
<WarningLevel>Level3</WarningLevel>
|
||||||
<PreprocessorDefinitions>WIN32;_MBCS;%(PreprocessorDefinitions)</PreprocessorDefinitions>
|
<PreprocessorDefinitions>WIN32;_MBCS;%(PreprocessorDefinitions)</PreprocessorDefinitions>
|
||||||
<AdditionalIncludeDirectories>./;$(CudaToolkitDir)/include;../../../Common;$(CudaToolkitIncludeDir);$(CUDA_PATH)/include;</AdditionalIncludeDirectories>
|
<AdditionalIncludeDirectories>./;$(CudaToolkitDir)/include;../../../Common;</AdditionalIncludeDirectories>
|
||||||
</ClCompile>
|
</ClCompile>
|
||||||
<Link>
|
<Link>
|
||||||
<SubSystem>Console</SubSystem>
|
<SubSystem>Console</SubSystem>
|
||||||
<AdditionalDependencies>cuda.lib;nvrtc.lib;nvJitLink.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
|
<AdditionalDependencies>cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
|
||||||
<AdditionalLibraryDirectories>$(CudaToolkitLibDir);</AdditionalLibraryDirectories>
|
<AdditionalLibraryDirectories>$(CudaToolkitLibDir);</AdditionalLibraryDirectories>
|
||||||
<OutputFile>$(OutDir)/jitlto.exe</OutputFile>
|
<OutputFile>$(OutDir)/LargeKernelParameter.exe</OutputFile>
|
||||||
</Link>
|
</Link>
|
||||||
<CudaCompile>
|
<CudaCompile>
|
||||||
<CodeGeneration></CodeGeneration>
|
<CodeGeneration>compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86;compute_89,sm_89;compute_90,sm_90;</CodeGeneration>
|
||||||
<AdditionalOptions>-Xcompiler "/wd 4819" --threads 0 </AdditionalOptions>
|
<AdditionalOptions>-Xcompiler "/wd 4819" --threads 0 </AdditionalOptions>
|
||||||
<Include>./;../../../Common</Include>
|
<Include>./;../../../Common</Include>
|
||||||
<Defines>WIN32</Defines>
|
<Defines>WIN32</Defines>
|
||||||
|
|
@ -98,11 +98,11 @@
|
||||||
</CudaCompile>
|
</CudaCompile>
|
||||||
</ItemDefinitionGroup>
|
</ItemDefinitionGroup>
|
||||||
<ItemGroup>
|
<ItemGroup>
|
||||||
<ClCompile Include="jitlto.cpp" />
|
<CudaCompile Include="LargeKernelParameter.cu" />
|
||||||
|
|
||||||
</ItemGroup>
|
</ItemGroup>
|
||||||
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
||||||
<ImportGroup Label="ExtensionTargets">
|
<ImportGroup Label="ExtensionTargets">
|
||||||
<Import Project="$(CUDAPropsPath)\CUDA 12.0.targets" />
|
<Import Project="$(CUDAPropsPath)\CUDA 12.1.targets" />
|
||||||
</ImportGroup>
|
</ImportGroup>
|
||||||
</Project>
|
</Project>
|
||||||
|
|
@ -1,7 +1,7 @@
|
||||||
|
|
||||||
Microsoft Visual Studio Solution File, Format Version 12.00
|
Microsoft Visual Studio Solution File, Format Version 12.00
|
||||||
# Visual Studio 2022
|
# Visual Studio 2022
|
||||||
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "jitlto", "jitlto_vs2022.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}"
|
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "LargeKernelParameter", "LargeKernelParameter_vs2022.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}"
|
||||||
EndProject
|
EndProject
|
||||||
Global
|
Global
|
||||||
GlobalSection(SolutionConfigurationPlatforms) = preSolution
|
GlobalSection(SolutionConfigurationPlatforms) = preSolution
|
||||||
|
|
@ -15,8 +15,8 @@
|
||||||
</ItemGroup>
|
</ItemGroup>
|
||||||
<PropertyGroup Label="Globals">
|
<PropertyGroup Label="Globals">
|
||||||
<ProjectGuid>{997E0757-EA74-4A4E-A0FC-47D8C8831A15}</ProjectGuid>
|
<ProjectGuid>{997E0757-EA74-4A4E-A0FC-47D8C8831A15}</ProjectGuid>
|
||||||
<RootNamespace>jitlto_vs2022</RootNamespace>
|
<RootNamespace>LargeKernelParameter_vs2022</RootNamespace>
|
||||||
<ProjectName>jitlto</ProjectName>
|
<ProjectName>LargeKernelParameter</ProjectName>
|
||||||
<CudaToolkitCustomDir />
|
<CudaToolkitCustomDir />
|
||||||
</PropertyGroup>
|
</PropertyGroup>
|
||||||
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.Default.props" />
|
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.Default.props" />
|
||||||
|
|
@ -34,7 +34,7 @@
|
||||||
</PropertyGroup>
|
</PropertyGroup>
|
||||||
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" />
|
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" />
|
||||||
<ImportGroup Label="ExtensionSettings">
|
<ImportGroup Label="ExtensionSettings">
|
||||||
<Import Project="$(CUDAPropsPath)\CUDA 12.0.props" />
|
<Import Project="$(CUDAPropsPath)\CUDA 12.1.props" />
|
||||||
</ImportGroup>
|
</ImportGroup>
|
||||||
<ImportGroup Label="PropertySheets">
|
<ImportGroup Label="PropertySheets">
|
||||||
<Import Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" />
|
<Import Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" />
|
||||||
|
|
@ -54,16 +54,16 @@
|
||||||
<ClCompile>
|
<ClCompile>
|
||||||
<WarningLevel>Level3</WarningLevel>
|
<WarningLevel>Level3</WarningLevel>
|
||||||
<PreprocessorDefinitions>WIN32;_MBCS;%(PreprocessorDefinitions)</PreprocessorDefinitions>
|
<PreprocessorDefinitions>WIN32;_MBCS;%(PreprocessorDefinitions)</PreprocessorDefinitions>
|
||||||
<AdditionalIncludeDirectories>./;$(CudaToolkitDir)/include;../../../Common;$(CudaToolkitIncludeDir);$(CUDA_PATH)/include;</AdditionalIncludeDirectories>
|
<AdditionalIncludeDirectories>./;$(CudaToolkitDir)/include;../../../Common;</AdditionalIncludeDirectories>
|
||||||
</ClCompile>
|
</ClCompile>
|
||||||
<Link>
|
<Link>
|
||||||
<SubSystem>Console</SubSystem>
|
<SubSystem>Console</SubSystem>
|
||||||
<AdditionalDependencies>cuda.lib;nvrtc.lib;nvJitLink.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
|
<AdditionalDependencies>cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
|
||||||
<AdditionalLibraryDirectories>$(CudaToolkitLibDir);</AdditionalLibraryDirectories>
|
<AdditionalLibraryDirectories>$(CudaToolkitLibDir);</AdditionalLibraryDirectories>
|
||||||
<OutputFile>$(OutDir)/jitlto.exe</OutputFile>
|
<OutputFile>$(OutDir)/LargeKernelParameter.exe</OutputFile>
|
||||||
</Link>
|
</Link>
|
||||||
<CudaCompile>
|
<CudaCompile>
|
||||||
<CodeGeneration></CodeGeneration>
|
<CodeGeneration>compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86;compute_89,sm_89;compute_90,sm_90;</CodeGeneration>
|
||||||
<AdditionalOptions>-Xcompiler "/wd 4819" --threads 0 </AdditionalOptions>
|
<AdditionalOptions>-Xcompiler "/wd 4819" --threads 0 </AdditionalOptions>
|
||||||
<Include>./;../../../Common</Include>
|
<Include>./;../../../Common</Include>
|
||||||
<Defines>WIN32</Defines>
|
<Defines>WIN32</Defines>
|
||||||
|
|
@ -98,11 +98,11 @@
|
||||||
</CudaCompile>
|
</CudaCompile>
|
||||||
</ItemDefinitionGroup>
|
</ItemDefinitionGroup>
|
||||||
<ItemGroup>
|
<ItemGroup>
|
||||||
<ClCompile Include="jitlto.cpp" />
|
<CudaCompile Include="LargeKernelParameter.cu" />
|
||||||
|
|
||||||
</ItemGroup>
|
</ItemGroup>
|
||||||
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
||||||
<ImportGroup Label="ExtensionTargets">
|
<ImportGroup Label="ExtensionTargets">
|
||||||
<Import Project="$(CUDAPropsPath)\CUDA 12.0.targets" />
|
<Import Project="$(CUDAPropsPath)\CUDA 12.1.targets" />
|
||||||
</ImportGroup>
|
</ImportGroup>
|
||||||
</Project>
|
</Project>
|
||||||
340
Samples/6_Performance/LargeKernelParameter/Makefile
Normal file
340
Samples/6_Performance/LargeKernelParameter/Makefile
Normal file
|
|
@ -0,0 +1,340 @@
|
||||||
|
################################################################################
|
||||||
|
# Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
|
||||||
|
#
|
||||||
|
# Redistribution and use in source and binary forms, with or without
|
||||||
|
# modification, are permitted provided that the following conditions
|
||||||
|
# are met:
|
||||||
|
# * Redistributions of source code must retain the above copyright
|
||||||
|
# notice, this list of conditions and the following disclaimer.
|
||||||
|
# * Redistributions in binary form must reproduce the above copyright
|
||||||
|
# notice, this list of conditions and the following disclaimer in the
|
||||||
|
# documentation and/or other materials provided with the distribution.
|
||||||
|
# * Neither the name of NVIDIA CORPORATION nor the names of its
|
||||||
|
# contributors may be used to endorse or promote products derived
|
||||||
|
# from this software without specific prior written permission.
|
||||||
|
#
|
||||||
|
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY
|
||||||
|
# EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
|
||||||
|
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
|
||||||
|
# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
|
||||||
|
# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
|
||||||
|
# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
|
||||||
|
# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
|
||||||
|
# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
|
||||||
|
# OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
|
||||||
|
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
||||||
|
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
||||||
|
#
|
||||||
|
################################################################################
|
||||||
|
#
|
||||||
|
# Makefile project only supported on Mac OS X and Linux Platforms)
|
||||||
|
#
|
||||||
|
################################################################################
|
||||||
|
|
||||||
|
# Location of the CUDA Toolkit
|
||||||
|
CUDA_PATH ?= /usr/local/cuda
|
||||||
|
|
||||||
|
##############################
|
||||||
|
# start deprecated interface #
|
||||||
|
##############################
|
||||||
|
ifeq ($(x86_64),1)
|
||||||
|
$(info WARNING - x86_64 variable has been deprecated)
|
||||||
|
$(info WARNING - please use TARGET_ARCH=x86_64 instead)
|
||||||
|
TARGET_ARCH ?= x86_64
|
||||||
|
endif
|
||||||
|
ifeq ($(ARMv7),1)
|
||||||
|
$(info WARNING - ARMv7 variable has been deprecated)
|
||||||
|
$(info WARNING - please use TARGET_ARCH=armv7l instead)
|
||||||
|
TARGET_ARCH ?= armv7l
|
||||||
|
endif
|
||||||
|
ifeq ($(aarch64),1)
|
||||||
|
$(info WARNING - aarch64 variable has been deprecated)
|
||||||
|
$(info WARNING - please use TARGET_ARCH=aarch64 instead)
|
||||||
|
TARGET_ARCH ?= aarch64
|
||||||
|
endif
|
||||||
|
ifeq ($(ppc64le),1)
|
||||||
|
$(info WARNING - ppc64le variable has been deprecated)
|
||||||
|
$(info WARNING - please use TARGET_ARCH=ppc64le instead)
|
||||||
|
TARGET_ARCH ?= ppc64le
|
||||||
|
endif
|
||||||
|
ifneq ($(GCC),)
|
||||||
|
$(info WARNING - GCC variable has been deprecated)
|
||||||
|
$(info WARNING - please use HOST_COMPILER=$(GCC) instead)
|
||||||
|
HOST_COMPILER ?= $(GCC)
|
||||||
|
endif
|
||||||
|
ifneq ($(abi),)
|
||||||
|
$(error ERROR - abi variable has been removed)
|
||||||
|
endif
|
||||||
|
############################
|
||||||
|
# end deprecated interface #
|
||||||
|
############################
|
||||||
|
|
||||||
|
# architecture
|
||||||
|
HOST_ARCH := $(shell uname -m)
|
||||||
|
TARGET_ARCH ?= $(HOST_ARCH)
|
||||||
|
ifneq (,$(filter $(TARGET_ARCH),x86_64 aarch64 sbsa ppc64le armv7l))
|
||||||
|
ifneq ($(TARGET_ARCH),$(HOST_ARCH))
|
||||||
|
ifneq (,$(filter $(TARGET_ARCH),x86_64 aarch64 sbsa ppc64le))
|
||||||
|
TARGET_SIZE := 64
|
||||||
|
else ifneq (,$(filter $(TARGET_ARCH),armv7l))
|
||||||
|
TARGET_SIZE := 32
|
||||||
|
endif
|
||||||
|
else
|
||||||
|
TARGET_SIZE := $(shell getconf LONG_BIT)
|
||||||
|
endif
|
||||||
|
else
|
||||||
|
$(error ERROR - unsupported value $(TARGET_ARCH) for TARGET_ARCH!)
|
||||||
|
endif
|
||||||
|
|
||||||
|
# sbsa and aarch64 systems look similar. Need to differentiate them at host level for now.
|
||||||
|
ifeq ($(HOST_ARCH),aarch64)
|
||||||
|
ifeq ($(CUDA_PATH)/targets/sbsa-linux,$(shell ls -1d $(CUDA_PATH)/targets/sbsa-linux 2>/dev/null))
|
||||||
|
HOST_ARCH := sbsa
|
||||||
|
TARGET_ARCH := sbsa
|
||||||
|
endif
|
||||||
|
endif
|
||||||
|
|
||||||
|
ifneq ($(TARGET_ARCH),$(HOST_ARCH))
|
||||||
|
ifeq (,$(filter $(HOST_ARCH)-$(TARGET_ARCH),aarch64-armv7l x86_64-armv7l x86_64-aarch64 x86_64-sbsa x86_64-ppc64le))
|
||||||
|
$(error ERROR - cross compiling from $(HOST_ARCH) to $(TARGET_ARCH) is not supported!)
|
||||||
|
endif
|
||||||
|
endif
|
||||||
|
|
||||||
|
# When on native aarch64 system with userspace of 32-bit, change TARGET_ARCH to armv7l
|
||||||
|
ifeq ($(HOST_ARCH)-$(TARGET_ARCH)-$(TARGET_SIZE),aarch64-aarch64-32)
|
||||||
|
TARGET_ARCH = armv7l
|
||||||
|
endif
|
||||||
|
|
||||||
|
# operating system
|
||||||
|
HOST_OS := $(shell uname -s 2>/dev/null | tr "[:upper:]" "[:lower:]")
|
||||||
|
TARGET_OS ?= $(HOST_OS)
|
||||||
|
ifeq (,$(filter $(TARGET_OS),linux darwin qnx android))
|
||||||
|
$(error ERROR - unsupported value $(TARGET_OS) for TARGET_OS!)
|
||||||
|
endif
|
||||||
|
|
||||||
|
# host compiler
|
||||||
|
ifeq ($(TARGET_OS),darwin)
|
||||||
|
ifeq ($(shell expr `xcodebuild -version | grep -i xcode | awk '{print $$2}' | cut -d'.' -f1` \>= 5),1)
|
||||||
|
HOST_COMPILER ?= clang++
|
||||||
|
endif
|
||||||
|
else ifneq ($(TARGET_ARCH),$(HOST_ARCH))
|
||||||
|
ifeq ($(HOST_ARCH)-$(TARGET_ARCH),x86_64-armv7l)
|
||||||
|
ifeq ($(TARGET_OS),linux)
|
||||||
|
HOST_COMPILER ?= arm-linux-gnueabihf-g++
|
||||||
|
else ifeq ($(TARGET_OS),qnx)
|
||||||
|
ifeq ($(QNX_HOST),)
|
||||||
|
$(error ERROR - QNX_HOST must be passed to the QNX host toolchain)
|
||||||
|
endif
|
||||||
|
ifeq ($(QNX_TARGET),)
|
||||||
|
$(error ERROR - QNX_TARGET must be passed to the QNX target toolchain)
|
||||||
|
endif
|
||||||
|
export QNX_HOST
|
||||||
|
export QNX_TARGET
|
||||||
|
HOST_COMPILER ?= $(QNX_HOST)/usr/bin/arm-unknown-nto-qnx6.6.0eabi-g++
|
||||||
|
else ifeq ($(TARGET_OS),android)
|
||||||
|
HOST_COMPILER ?= arm-linux-androideabi-g++
|
||||||
|
endif
|
||||||
|
else ifeq ($(TARGET_ARCH),aarch64)
|
||||||
|
ifeq ($(TARGET_OS), linux)
|
||||||
|
HOST_COMPILER ?= aarch64-linux-gnu-g++
|
||||||
|
else ifeq ($(TARGET_OS),qnx)
|
||||||
|
ifeq ($(QNX_HOST),)
|
||||||
|
$(error ERROR - QNX_HOST must be passed to the QNX host toolchain)
|
||||||
|
endif
|
||||||
|
ifeq ($(QNX_TARGET),)
|
||||||
|
$(error ERROR - QNX_TARGET must be passed to the QNX target toolchain)
|
||||||
|
endif
|
||||||
|
export QNX_HOST
|
||||||
|
export QNX_TARGET
|
||||||
|
HOST_COMPILER ?= $(QNX_HOST)/usr/bin/q++
|
||||||
|
else ifeq ($(TARGET_OS), android)
|
||||||
|
HOST_COMPILER ?= aarch64-linux-android-clang++
|
||||||
|
endif
|
||||||
|
else ifeq ($(TARGET_ARCH),sbsa)
|
||||||
|
HOST_COMPILER ?= aarch64-linux-gnu-g++
|
||||||
|
else ifeq ($(TARGET_ARCH),ppc64le)
|
||||||
|
HOST_COMPILER ?= powerpc64le-linux-gnu-g++
|
||||||
|
endif
|
||||||
|
endif
|
||||||
|
HOST_COMPILER ?= g++
|
||||||
|
NVCC := $(CUDA_PATH)/bin/nvcc -ccbin $(HOST_COMPILER)
|
||||||
|
|
||||||
|
# internal flags
|
||||||
|
NVCCFLAGS := -m${TARGET_SIZE}
|
||||||
|
CCFLAGS :=
|
||||||
|
LDFLAGS :=
|
||||||
|
|
||||||
|
# build flags
|
||||||
|
ifeq ($(TARGET_OS),darwin)
|
||||||
|
LDFLAGS += -rpath $(CUDA_PATH)/lib
|
||||||
|
CCFLAGS += -arch $(HOST_ARCH)
|
||||||
|
else ifeq ($(HOST_ARCH)-$(TARGET_ARCH)-$(TARGET_OS),x86_64-armv7l-linux)
|
||||||
|
LDFLAGS += --dynamic-linker=/lib/ld-linux-armhf.so.3
|
||||||
|
CCFLAGS += -mfloat-abi=hard
|
||||||
|
else ifeq ($(TARGET_OS),android)
|
||||||
|
LDFLAGS += -pie
|
||||||
|
CCFLAGS += -fpie -fpic -fexceptions
|
||||||
|
endif
|
||||||
|
|
||||||
|
ifneq ($(TARGET_ARCH),$(HOST_ARCH))
|
||||||
|
ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-linux)
|
||||||
|
ifneq ($(TARGET_FS),)
|
||||||
|
GCCVERSIONLTEQ46 := $(shell expr `$(HOST_COMPILER) -dumpversion` \<= 4.6)
|
||||||
|
ifeq ($(GCCVERSIONLTEQ46),1)
|
||||||
|
CCFLAGS += --sysroot=$(TARGET_FS)
|
||||||
|
endif
|
||||||
|
LDFLAGS += --sysroot=$(TARGET_FS)
|
||||||
|
LDFLAGS += -rpath-link=$(TARGET_FS)/lib
|
||||||
|
LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib
|
||||||
|
LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib/arm-linux-gnueabihf
|
||||||
|
endif
|
||||||
|
endif
|
||||||
|
ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-linux)
|
||||||
|
ifneq ($(TARGET_FS),)
|
||||||
|
GCCVERSIONLTEQ46 := $(shell expr `$(HOST_COMPILER) -dumpversion` \<= 4.6)
|
||||||
|
ifeq ($(GCCVERSIONLTEQ46),1)
|
||||||
|
CCFLAGS += --sysroot=$(TARGET_FS)
|
||||||
|
endif
|
||||||
|
LDFLAGS += --sysroot=$(TARGET_FS)
|
||||||
|
LDFLAGS += -rpath-link=$(TARGET_FS)/lib -L$(TARGET_FS)/lib
|
||||||
|
LDFLAGS += -rpath-link=$(TARGET_FS)/lib/aarch64-linux-gnu -L$(TARGET_FS)/lib/aarch64-linux-gnu
|
||||||
|
LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib -L$(TARGET_FS)/usr/lib
|
||||||
|
LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib/aarch64-linux-gnu -L$(TARGET_FS)/usr/lib/aarch64-linux-gnu
|
||||||
|
LDFLAGS += --unresolved-symbols=ignore-in-shared-libs
|
||||||
|
CCFLAGS += -isystem=$(TARGET_FS)/usr/include -I$(TARGET_FS)/usr/include -I$(TARGET_FS)/usr/include/libdrm
|
||||||
|
CCFLAGS += -isystem=$(TARGET_FS)/usr/include/aarch64-linux-gnu -I$(TARGET_FS)/usr/include/aarch64-linux-gnu
|
||||||
|
endif
|
||||||
|
endif
|
||||||
|
ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-qnx)
|
||||||
|
NVCCFLAGS += -D_QNX_SOURCE
|
||||||
|
NVCCFLAGS += --qpp-config 8.3.0,gcc_ntoaarch64le
|
||||||
|
CCFLAGS += -DWIN_INTERFACE_CUSTOM -I/usr/include/aarch64-qnx-gnu
|
||||||
|
LDFLAGS += -lsocket
|
||||||
|
LDFLAGS += -L/usr/lib/aarch64-qnx-gnu
|
||||||
|
CCFLAGS += "-Wl\,-rpath-link\,/usr/lib/aarch64-qnx-gnu"
|
||||||
|
ifdef TARGET_OVERRIDE
|
||||||
|
LDFLAGS += -lslog2
|
||||||
|
endif
|
||||||
|
|
||||||
|
ifneq ($(TARGET_FS),)
|
||||||
|
LDFLAGS += -L$(TARGET_FS)/usr/lib
|
||||||
|
CCFLAGS += "-Wl\,-rpath-link\,$(TARGET_FS)/usr/lib"
|
||||||
|
LDFLAGS += -L$(TARGET_FS)/usr/libnvidia
|
||||||
|
CCFLAGS += "-Wl\,-rpath-link\,$(TARGET_FS)/usr/libnvidia"
|
||||||
|
CCFLAGS += -I$(TARGET_FS)/../include
|
||||||
|
endif
|
||||||
|
endif
|
||||||
|
endif
|
||||||
|
|
||||||
|
ifdef TARGET_OVERRIDE # cuda toolkit targets override
|
||||||
|
NVCCFLAGS += -target-dir $(TARGET_OVERRIDE)
|
||||||
|
endif
|
||||||
|
|
||||||
|
# Install directory of different arch
|
||||||
|
CUDA_INSTALL_TARGET_DIR :=
|
||||||
|
ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-linux)
|
||||||
|
CUDA_INSTALL_TARGET_DIR = targets/armv7-linux-gnueabihf/
|
||||||
|
else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-linux)
|
||||||
|
CUDA_INSTALL_TARGET_DIR = targets/aarch64-linux/
|
||||||
|
else ifeq ($(TARGET_ARCH)-$(TARGET_OS),sbsa-linux)
|
||||||
|
CUDA_INSTALL_TARGET_DIR = targets/sbsa-linux/
|
||||||
|
else ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-android)
|
||||||
|
CUDA_INSTALL_TARGET_DIR = targets/armv7-linux-androideabi/
|
||||||
|
else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-android)
|
||||||
|
CUDA_INSTALL_TARGET_DIR = targets/aarch64-linux-androideabi/
|
||||||
|
else ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-qnx)
|
||||||
|
CUDA_INSTALL_TARGET_DIR = targets/ARMv7-linux-QNX/
|
||||||
|
else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-qnx)
|
||||||
|
CUDA_INSTALL_TARGET_DIR = targets/aarch64-qnx/
|
||||||
|
else ifeq ($(TARGET_ARCH),ppc64le)
|
||||||
|
CUDA_INSTALL_TARGET_DIR = targets/ppc64le-linux/
|
||||||
|
endif
|
||||||
|
|
||||||
|
# Debug build flags
|
||||||
|
ifeq ($(dbg),1)
|
||||||
|
NVCCFLAGS += -g -G
|
||||||
|
BUILD_TYPE := debug
|
||||||
|
else
|
||||||
|
BUILD_TYPE := release
|
||||||
|
endif
|
||||||
|
|
||||||
|
ALL_CCFLAGS :=
|
||||||
|
ALL_CCFLAGS += $(NVCCFLAGS)
|
||||||
|
ALL_CCFLAGS += $(EXTRA_NVCCFLAGS)
|
||||||
|
ALL_CCFLAGS += $(addprefix -Xcompiler ,$(CCFLAGS))
|
||||||
|
ALL_CCFLAGS += $(addprefix -Xcompiler ,$(EXTRA_CCFLAGS))
|
||||||
|
|
||||||
|
SAMPLE_ENABLED := 1
|
||||||
|
|
||||||
|
ALL_LDFLAGS :=
|
||||||
|
ALL_LDFLAGS += $(ALL_CCFLAGS)
|
||||||
|
ALL_LDFLAGS += $(addprefix -Xlinker ,$(LDFLAGS))
|
||||||
|
ALL_LDFLAGS += $(addprefix -Xlinker ,$(EXTRA_LDFLAGS))
|
||||||
|
|
||||||
|
# Common includes and paths for CUDA
|
||||||
|
INCLUDES := -I../../../Common
|
||||||
|
LIBRARIES :=
|
||||||
|
|
||||||
|
################################################################################
|
||||||
|
|
||||||
|
# Gencode arguments
|
||||||
|
ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64 sbsa))
|
||||||
|
SMS ?= 70 72 75 80 86 87 90
|
||||||
|
else
|
||||||
|
SMS ?= 70 75 80 86 89 90
|
||||||
|
endif
|
||||||
|
|
||||||
|
ifeq ($(SMS),)
|
||||||
|
$(info >>> WARNING - no SM architectures have been specified - waiving sample <<<)
|
||||||
|
SAMPLE_ENABLED := 0
|
||||||
|
endif
|
||||||
|
|
||||||
|
ifeq ($(GENCODE_FLAGS),)
|
||||||
|
# Generate SASS code for each SM architecture listed in $(SMS)
|
||||||
|
$(foreach sm,$(SMS),$(eval GENCODE_FLAGS += -gencode arch=compute_$(sm),code=sm_$(sm)))
|
||||||
|
|
||||||
|
# Generate PTX code from the highest SM architecture in $(SMS) to guarantee forward-compatibility
|
||||||
|
HIGHEST_SM := $(lastword $(sort $(SMS)))
|
||||||
|
ifneq ($(HIGHEST_SM),)
|
||||||
|
GENCODE_FLAGS += -gencode arch=compute_$(HIGHEST_SM),code=compute_$(HIGHEST_SM)
|
||||||
|
endif
|
||||||
|
endif
|
||||||
|
|
||||||
|
ALL_CCFLAGS += --std=c++11 --threads 0
|
||||||
|
|
||||||
|
ifeq ($(SAMPLE_ENABLED),0)
|
||||||
|
EXEC ?= @echo "[@]"
|
||||||
|
endif
|
||||||
|
|
||||||
|
################################################################################
|
||||||
|
|
||||||
|
# Target rules
|
||||||
|
all: build
|
||||||
|
|
||||||
|
build: LargeKernelParameter
|
||||||
|
|
||||||
|
check.deps:
|
||||||
|
ifeq ($(SAMPLE_ENABLED),0)
|
||||||
|
@echo "Sample will be waived due to the above missing dependencies"
|
||||||
|
else
|
||||||
|
@echo "Sample is ready - all dependencies have been met"
|
||||||
|
endif
|
||||||
|
|
||||||
|
LargeKernelParameter.o:LargeKernelParameter.cu
|
||||||
|
$(EXEC) $(NVCC) $(INCLUDES) $(ALL_CCFLAGS) $(GENCODE_FLAGS) -o $@ -c $<
|
||||||
|
|
||||||
|
LargeKernelParameter: LargeKernelParameter.o
|
||||||
|
$(EXEC) $(NVCC) $(ALL_LDFLAGS) $(GENCODE_FLAGS) -o $@ $+ $(LIBRARIES)
|
||||||
|
$(EXEC) mkdir -p ../../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)
|
||||||
|
$(EXEC) cp $@ ../../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)
|
||||||
|
|
||||||
|
run: build
|
||||||
|
$(EXEC) ./LargeKernelParameter
|
||||||
|
|
||||||
|
testrun: build
|
||||||
|
|
||||||
|
clean:
|
||||||
|
rm -f LargeKernelParameter LargeKernelParameter.o
|
||||||
|
rm -rf ../../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)/LargeKernelParameter
|
||||||
|
|
||||||
|
clobber: clean
|
||||||
70
Samples/6_Performance/LargeKernelParameter/README.md
Normal file
70
Samples/6_Performance/LargeKernelParameter/README.md
Normal file
|
|
@ -0,0 +1,70 @@
|
||||||
|
# LargeKernelParameter - Large Kernel Parameters
|
||||||
|
|
||||||
|
## Description
|
||||||
|
|
||||||
|
Simple test that demonstrates performance and usability improvements with large kernel parameters introduced in CUDA 12.1
|
||||||
|
|
||||||
|
## Key Concepts
|
||||||
|
|
||||||
|
Performance Strategies
|
||||||
|
|
||||||
|
## Supported SM Architectures
|
||||||
|
|
||||||
|
[SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) [SM 8.7 ](https://developer.nvidia.com/cuda-gpus) [SM 8.9 ](https://developer.nvidia.com/cuda-gpus) [SM 9.0 ](https://developer.nvidia.com/cuda-gpus)
|
||||||
|
|
||||||
|
## Supported OSes
|
||||||
|
|
||||||
|
Linux, Windows
|
||||||
|
|
||||||
|
## Supported CPU Architecture
|
||||||
|
|
||||||
|
x86_64, ppc64le, armv7l
|
||||||
|
|
||||||
|
## CUDA APIs involved
|
||||||
|
|
||||||
|
### [CUDA Runtime API](http://docs.nvidia.com/cuda/cuda-runtime-api/index.html)
|
||||||
|
cudaMemcpyToSymbol, cudaMemcpy, cudaFree, cudaDeviceSynchronize, cudaMalloc
|
||||||
|
|
||||||
|
## Prerequisites
|
||||||
|
|
||||||
|
Download and install the [CUDA Toolkit 12.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform.
|
||||||
|
|
||||||
|
## Build and Run
|
||||||
|
|
||||||
|
### Windows
|
||||||
|
The Windows samples are built using the Visual Studio IDE. Solution files (.sln) are provided for each supported version of Visual Studio, using the format:
|
||||||
|
```
|
||||||
|
*_vs<version>.sln - for Visual Studio <version>
|
||||||
|
```
|
||||||
|
Each individual sample has its own set of solution files in its directory:
|
||||||
|
|
||||||
|
To build/examine all the samples at once, the complete solution files should be used. To build/examine a single sample, the individual sample solution files should be used.
|
||||||
|
> **Note:** Some samples require that the Microsoft DirectX SDK (June 2010 or newer) be installed and that the VC++ directory paths are properly set up (**Tools > Options...**). Check DirectX Dependencies section for details."
|
||||||
|
|
||||||
|
### Linux
|
||||||
|
The Linux samples are built using makefiles. To use the makefiles, change the current directory to the sample directory you wish to build, and run make:
|
||||||
|
```
|
||||||
|
$ cd <sample_dir>
|
||||||
|
$ make
|
||||||
|
```
|
||||||
|
The samples makefiles can take advantage of certain options:
|
||||||
|
* **TARGET_ARCH=<arch>** - cross-compile targeting a specific architecture. Allowed architectures are x86_64, ppc64le, armv7l.
|
||||||
|
By default, TARGET_ARCH is set to HOST_ARCH. On a x86_64 machine, not setting TARGET_ARCH is the equivalent of setting TARGET_ARCH=x86_64.<br/>
|
||||||
|
`$ make TARGET_ARCH=x86_64` <br/> `$ make TARGET_ARCH=ppc64le` <br/> `$ make TARGET_ARCH=armv7l` <br/>
|
||||||
|
See [here](http://docs.nvidia.com/cuda/cuda-samples/index.html#cross-samples) for more details.
|
||||||
|
* **dbg=1** - build with debug symbols
|
||||||
|
```
|
||||||
|
$ make dbg=1
|
||||||
|
```
|
||||||
|
* **SMS="A B ..."** - override the SM architectures for which the sample will be built, where `"A B ..."` is a space-delimited list of SM architectures. For example, to generate SASS for SM 50 and SM 60, use `SMS="50 60"`.
|
||||||
|
```
|
||||||
|
$ make SMS="50 60"
|
||||||
|
```
|
||||||
|
|
||||||
|
* **HOST_COMPILER=<host_compiler>** - override the default g++ host compiler. See the [Linux Installation Guide](http://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#system-requirements) for a list of supported host compilers.
|
||||||
|
```
|
||||||
|
$ make HOST_COMPILER=g++
|
||||||
|
```
|
||||||
|
|
||||||
|
## References (for more details)
|
||||||
|
|
||||||
Loading…
Reference in New Issue
Block a user