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transpose

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This commit is contained in:
Lyons, Ethan Tyler
2019-11-25 01:21:00 -05:00
committed by GitHub Enterprise
parent 59a5d45cbf
commit 80e290c500
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365
benchmarks/opencl/transpose/main.cc Normal file
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/*
* Copyright 1993-2010 NVIDIA Corporation. All rights reserved.
*
* Please refer to the NVIDIA end user license agreement (EULA) associated
* with this source code for terms and conditions that govern your use of
* this software. Any use, reproduction, disclosure, or distribution of
* this software and related documentation outside the terms of the EULA
* is strictly prohibited.
*
*/
/* Matrix transpose with Cuda
* Host code.
* This example transposes arbitrary-size matrices. It compares a naive
* transpose kernel that suffers from non-coalesced writes, to an optimized
* transpose with fully coalesced memory access and no bank conflicts. On
* a G80 GPU, the optimized transpose can be more than 10x faster for large
* matrices.
*/
// standard utility and system includes
#include <oclUtils.h>
#include <shrQATest.h>
#define BLOCK_DIM 16
// max GPU's to manage for multi-GPU parallel compute
const unsigned int MAX_GPU_COUNT = 8;
// global variables
cl_platform_id cpPlatform;
cl_uint uiNumDevices;
cl_device_id* cdDevices;
cl_context cxGPUContext;
cl_kernel ckKernel[MAX_GPU_COUNT];
cl_command_queue commandQueue[MAX_GPU_COUNT];
cl_program rv_program;
// forward declarations
// *********************************************************************
int runTest( int argc, const char** argv);
extern "C" void computeGold( float* reference, float* idata,
const unsigned int size_x, const unsigned int size_y );
// Main Program
// *********************************************************************
int main( int argc, const char** argv)
{
shrQAStart(argc, (char **)argv);
// set logfile name and start logs
shrSetLogFileName ("oclTranspose.txt");
shrLog("%s Starting...\n\n", argv[0]);
// run the main test
int result = runTest(argc, argv);
//oclCheckError(result, 0);
}
double transposeGPU(const char* kernelName, bool useLocalMem, cl_uint ciDeviceCount, float* h_idata, float* h_odata, unsigned int size_x, unsigned int size_y)
{
cl_mem d_odata[MAX_GPU_COUNT];
cl_mem d_idata[MAX_GPU_COUNT];
cl_kernel ckKernel[MAX_GPU_COUNT];
size_t szGlobalWorkSize[2];
size_t szLocalWorkSize[2];
cl_int ciErrNum;
// Create buffers for each GPU
// Each GPU will compute sizePerGPU rows of the result
size_t sizePerGPU = shrRoundUp(BLOCK_DIM, (size_x+ciDeviceCount-1) / ciDeviceCount);
// size of memory required to store the matrix
const size_t mem_size = sizeof(float) * size_x * size_y;
for(unsigned int i = 0; i < ciDeviceCount; ++i){
// allocate device memory and copy host to device memory
d_idata[i] = clCreateBuffer(cxGPUContext, CL_MEM_READ_ONLY | CL_MEM_COPY_HOST_PTR,
mem_size, h_idata, &ciErrNum);
//oclCheckError(ciErrNum, CL_SUCCESS);
// create buffer to store output
d_odata[i] = clCreateBuffer(cxGPUContext, CL_MEM_WRITE_ONLY ,
sizePerGPU*size_y*sizeof(float), NULL, &ciErrNum);
//oclCheckError(ciErrNum, CL_SUCCESS);
// create the naive transpose kernel
ckKernel[i] = clCreateKernel(rv_program, kernelName, &ciErrNum);
//oclCheckError(ciErrNum, CL_SUCCESS);
// set the args values for the naive kernel
size_t offset = i * sizePerGPU;
ciErrNum = clSetKernelArg(ckKernel[i], 0, sizeof(cl_mem), (void *) &d_odata[i]);
ciErrNum |= clSetKernelArg(ckKernel[i], 1, sizeof(cl_mem), (void *) &d_idata[0]);
ciErrNum |= clSetKernelArg(ckKernel[i], 2, sizeof(int), &offset);
ciErrNum |= clSetKernelArg(ckKernel[i], 3, sizeof(int), &size_x);
ciErrNum |= clSetKernelArg(ckKernel[i], 4, sizeof(int), &size_y);
if(useLocalMem)
{
ciErrNum |= clSetKernelArg(ckKernel[i], 5, (BLOCK_DIM + 1) * BLOCK_DIM * sizeof(float), 0 );
}
}
//oclCheckError(ciErrNum, CL_SUCCESS);
// set up execution configuration
szLocalWorkSize[0] = BLOCK_DIM;
szLocalWorkSize[1] = BLOCK_DIM;
szGlobalWorkSize[0] = sizePerGPU;
szGlobalWorkSize[1] = shrRoundUp(BLOCK_DIM, size_y);
// execute the kernel numIterations times
int numIterations = 100;
shrLog("\nProcessing a %d by %d matrix of floats...\n\n", size_x, size_y);
for (int i = -1; i < numIterations; ++i)
{
// Start time measurement after warmup
if( i == 0 ) shrDeltaT(0);
for(unsigned int k=0; k < ciDeviceCount; ++k){
ciErrNum |= clEnqueueNDRangeKernel(commandQueue[k], ckKernel[k], 2, NULL,
szGlobalWorkSize, szLocalWorkSize, 0, NULL, NULL);
}
//oclCheckError(ciErrNum, CL_SUCCESS);
}
// Block CPU till GPU is done
for(unsigned int k=0; k < ciDeviceCount; ++k){
ciErrNum |= clFinish(commandQueue[k]);
}
double time = shrDeltaT(0)/(double)numIterations;
//oclCheckError(ciErrNum, CL_SUCCESS);
// Copy back to host
for(unsigned int i = 0; i < ciDeviceCount; ++i){
size_t offset = i * sizePerGPU;
size_t size = MIN(size_x - i * sizePerGPU, sizePerGPU);
ciErrNum |= clEnqueueReadBuffer(commandQueue[i], d_odata[i], CL_TRUE, 0,
size * size_y * sizeof(float), &h_odata[offset * size_y],
0, NULL, NULL);
}
//oclCheckError(ciErrNum, CL_SUCCESS);
for(unsigned int i = 0; i < ciDeviceCount; ++i){
ciErrNum |= clReleaseMemObject(d_idata[i]);
ciErrNum |= clReleaseMemObject(d_odata[i]);
ciErrNum |= clReleaseKernel(ckKernel[i]);
}
//oclCheckError(ciErrNum, CL_SUCCESS);
return time;
}
//! Run a simple test for CUDA
// *********************************************************************
int runTest( const int argc, const char** argv)
{
cl_int ciErrNum;
cl_uint ciDeviceCount;
unsigned int size_x = 2048;
unsigned int size_y = 2048;
int temp;
if( shrGetCmdLineArgumenti( argc, argv,"width", &temp) ){
size_x = temp;
}
if( shrGetCmdLineArgumenti( argc, argv,"height", &temp) ){
size_y = temp;
}
// size of memory required to store the matrix
const size_t mem_size = sizeof(float) * size_x * size_y;
//Get the NVIDIA platform
ciErrNum = oclGetPlatformID(&cpPlatform);
//oclCheckError(ciErrNum, CL_SUCCESS);
//Get the devices
ciErrNum = clGetDeviceIDs(cpPlatform, CL_DEVICE_TYPE_DEFAULT, 0, NULL, &uiNumDevices);
//oclCheckError(ciErrNum, CL_SUCCESS);
cdDevices = (cl_device_id *)malloc(uiNumDevices * sizeof(cl_device_id) );
ciErrNum = clGetDeviceIDs(cpPlatform, CL_DEVICE_TYPE_DEFAULT, uiNumDevices, cdDevices, NULL);
//oclCheckError(ciErrNum, CL_SUCCESS);
//Create the context
cxGPUContext = clCreateContext(0, uiNumDevices, cdDevices, NULL, NULL, &ciErrNum);
//oclCheckError(ciErrNum, CL_SUCCESS);
if(shrCheckCmdLineFlag(argc, (const char**)argv, "device"))
{
ciDeviceCount = 0;
// User specified GPUs
char* deviceList;
char* deviceStr;
shrGetCmdLineArgumentstr(argc, (const char**)argv, "device", &deviceList);
#ifdef WIN32
char* next_token;
deviceStr = strtok_s (deviceList," ,.-", &next_token);
#else
deviceStr = strtok (deviceList," ,.-");
#endif
ciDeviceCount = 0;
while(deviceStr != NULL)
{
// get and print the device for this queue
cl_device_id device = oclGetDev(cxGPUContext, atoi(deviceStr));
if( device == (cl_device_id)-1 ) {
shrLog(" Invalid Device: %s\n\n", deviceStr);
return -1;
}
shrLog("Device %d: ", atoi(deviceStr));
oclPrintDevName(LOGBOTH, device);
shrLog("\n");
// create command queue
commandQueue[ciDeviceCount] = clCreateCommandQueue(cxGPUContext, device, CL_QUEUE_PROFILING_ENABLE, &ciErrNum);
if (ciErrNum != CL_SUCCESS)
{
shrLog(" Error %i in clCreateCommandQueue call !!!\n\n", ciErrNum);
return ciErrNum;
}
++ciDeviceCount;
#ifdef WIN32
deviceStr = strtok_s (NULL," ,.-", &next_token);
#else
deviceStr = strtok (NULL," ,.-");
#endif
}
free(deviceList);
}
else
{
// Find out how many GPU's to compute on all available GPUs
size_t nDeviceBytes;
ciErrNum |= clGetContextInfo(cxGPUContext, CL_CONTEXT_DEVICES, 0, NULL, &nDeviceBytes);
ciDeviceCount = (cl_uint)nDeviceBytes/sizeof(cl_device_id);
if (ciErrNum != CL_SUCCESS)
{
shrLog(" Error %i in clGetDeviceIDs call !!!\n\n", ciErrNum);
return ciErrNum;
}
else if (ciDeviceCount == 0)
{
shrLog(" There are no devices supporting OpenCL (return code %i)\n\n", ciErrNum);
return -1;
}
// create command-queues
for(unsigned int i = 0; i < ciDeviceCount; ++i)
{
// get and print the device for this queue
cl_device_id device = oclGetDev(cxGPUContext, i);
shrLog("Device %d: ", i);
oclPrintDevName(LOGBOTH, device);
shrLog("\n");
// create command queue
commandQueue[i] = clCreateCommandQueue(cxGPUContext, device, CL_QUEUE_PROFILING_ENABLE, &ciErrNum);
if (ciErrNum != CL_SUCCESS)
{
shrLog(" Error %i in clCreateCommandQueue call !!!\n\n", ciErrNum);
return ciErrNum;
}
}
}
// allocate and initalize host memory
float* h_idata = (float*)malloc(mem_size);
float* h_odata = (float*) malloc(mem_size);
srand(15235911);
shrFillArray(h_idata, (size_x * size_y));
// Program Setup
size_t program_length;
char* source_path = shrFindFilePath("transpose.cl", argv[0]);
//oclCheckError(source_path != NULL, shrTRUE);
char *source = oclLoadProgSource(source_path, "", &program_length);
//oclCheckError(source != NULL, shrTRUE);
// create the program
rv_program =
clCreateProgramWithBuiltInKernels(context, 1, &device_id, "transpose", NULL);
//rv_program = clCreateProgramWithSource(cxGPUContext, 1,
// (const char **)&source, &program_length, &ciErrNum);
//oclCheckError(ciErrNum, CL_SUCCESS);
// build the program
ciErrNum = clBuildProgram(rv_program, 0, NULL, "-cl-fast-relaxed-math", NULL, NULL);
if (ciErrNum != CL_SUCCESS)
{
// write out standard error, Build Log and PTX, then return error
shrLogEx(LOGBOTH | ERRORMSG, ciErrNum, STDERROR);
oclLogBuildInfo(rv_program, oclGetFirstDev(cxGPUContext));
oclLogPtx(rv_program, oclGetFirstDev(cxGPUContext), "oclTranspose.ptx");
return(EXIT_FAILURE);
}
// Run Naive Kernel
#ifdef GPU_PROFILING
// Matrix Copy kernel runs to measure reference performance.
double uncoalescedCopyTime = transposeGPU("uncoalesced_copy", false, ciDeviceCount, h_idata, h_odata, size_x, size_y);
double simpleCopyTime = transposeGPU("simple_copy", false, ciDeviceCount, h_idata, h_odata, size_x, size_y);
double sharedCopyTime = transposeGPU("shared_copy", true, ciDeviceCount, h_idata, h_odata, size_x, size_y);
#endif
double naiveTime = transposeGPU("transpose_naive", false, ciDeviceCount, h_idata, h_odata, size_x, size_y);
double optimizedTime = transposeGPU("transpose", true, ciDeviceCount, h_idata, h_odata, size_x, size_y);
#ifdef GPU_PROFILING
// log times
shrLogEx(LOGBOTH | MASTER, 0, "oclTranspose-Outer-simple copy, Throughput = %.4f GB/s, Time = %.5f s, Size = %u fp32 elements, NumDevsUsed = %u, Workgroup = %u\n",
(1.0e-9 * double(size_x * size_y * sizeof(float))/simpleCopyTime), simpleCopyTime, (size_x * size_y), ciDeviceCount, BLOCK_DIM * BLOCK_DIM);
shrLogEx(LOGBOTH | MASTER, 0, "oclTranspose-Outer-shared memory copy, Throughput = %.4f GB/s, Time = %.5f s, Size = %u fp32 elements, NumDevsUsed = %u, Workgroup = %u\n",
(1.0e-9 * double(size_x * size_y * sizeof(float))/sharedCopyTime), sharedCopyTime, (size_x * size_y), ciDeviceCount, BLOCK_DIM * BLOCK_DIM);
shrLogEx(LOGBOTH | MASTER, 0, "oclTranspose-Outer-uncoalesced copy, Throughput = %.4f GB/s, Time = %.5f s, Size = %u fp32 elements, NumDevsUsed = %u, Workgroup = %u\n",
(1.0e-9 * double(size_x * size_y * sizeof(float))/uncoalescedCopyTime), uncoalescedCopyTime, (size_x * size_y), ciDeviceCount, BLOCK_DIM * BLOCK_DIM);
shrLogEx(LOGBOTH | MASTER, 0, "oclTranspose-Outer-naive, Throughput = %.4f GB/s, Time = %.5f s, Size = %u fp32 elements, NumDevsUsed = %u, Workgroup = %u\n",
(1.0e-9 * double(size_x * size_y * sizeof(float))/naiveTime), naiveTime, (size_x * size_y), ciDeviceCount, BLOCK_DIM * BLOCK_DIM);
shrLogEx(LOGBOTH | MASTER, 0, "oclTranspose-Outer-optimized, Throughput = %.4f GB/s, Time = %.5f s, Size = %u fp32 elements, NumDevsUsed = %u, Workgroup = %u\n",
(1.0e-9 * double(size_x * size_y * sizeof(float))/optimizedTime), optimizedTime, (size_x * size_y), ciDeviceCount, BLOCK_DIM * BLOCK_DIM);
#endif
// compute reference solution and cross check results
float* reference = (float*)malloc( mem_size);
computeGold( reference, h_idata, size_x, size_y);
shrLog("\nComparing results with CPU computation... \n\n");
shrBOOL res = shrComparef( reference, h_odata, size_x * size_y);
// cleanup memory
free(h_idata);
free(h_odata);
free(reference);
free(source);
free(source_path);
// cleanup OpenCL
ciErrNum = clReleaseProgram(rv_program);
for(unsigned int i = 0; i < ciDeviceCount; ++i)
{
ciErrNum |= clReleaseCommandQueue(commandQueue[i]);
}
ciErrNum |= clReleaseContext(cxGPUContext);
//oclCheckError(ciErrNum, CL_SUCCESS);
// pass or fail (cumulative... all tests in the loop)
shrQAFinishExit(argc, (const char **)argv, (1 == res) ? QA_PASSED : QA_FAILED);
return 0;
}

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benchmarks/opencl/transpose/oclUtils.h Normal file
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/*
* Copyright 1993-2010 NVIDIA Corporation. All rights reserved.
*
* Please refer to the NVIDIA end user license agreement (EULA) associated
* with this source code for terms and conditions that govern your use of
* this software. Any use, reproduction, disclosure, or distribution of
* this software and related documentation outside the terms of the EULA
* is strictly prohibited.
*
*/
#ifndef OCL_UTILS_H
#define OCL_UTILS_H
// *********************************************************************
// Utilities specific to OpenCL samples in NVIDIA GPU Computing SDK
// *********************************************************************
// Common headers: Cross-API utililties and OpenCL header
#include <shrUtils.h>
// All OpenCL headers
#if defined (__APPLE__) || defined(MACOSX)
#include <OpenCL/opencl.h>
#else
#include <CL/opencl.h>
#endif
// Includes
#include <stdio.h>
#include <string.h>
#include <stdlib.h>
// For systems with CL_EXT that are not updated with these extensions, we copied these
// extensions from <CL/cl_ext.h>
#ifndef CL_DEVICE_COMPUTE_CAPABILITY_MAJOR_NV
/* cl_nv_device_attribute_query extension - no extension #define since it has no functions */
#define CL_DEVICE_COMPUTE_CAPABILITY_MAJOR_NV 0x4000
#define CL_DEVICE_COMPUTE_CAPABILITY_MINOR_NV 0x4001
#define CL_DEVICE_REGISTERS_PER_BLOCK_NV 0x4002
#define CL_DEVICE_WARP_SIZE_NV 0x4003
#define CL_DEVICE_GPU_OVERLAP_NV 0x4004
#define CL_DEVICE_KERNEL_EXEC_TIMEOUT_NV 0x4005
#define CL_DEVICE_INTEGRATED_MEMORY_NV 0x4006
#endif
// reminders for build output window and log
#ifdef _WIN32
#pragma message ("Note: including shrUtils.h")
#pragma message ("Note: including opencl.h")
#endif
// SDK Revision #
#define OCL_SDKREVISION "7027912"
// Error and Exit Handling Macros...
// *********************************************************************
// Full error handling macro with Cleanup() callback (if supplied)...
// (Companion Inline Function lower on page)
#define oclCheckErrorEX(a, b, c) __oclCheckErrorEX(a, b, c, __FILE__ , __LINE__)
// Short version without Cleanup() callback pointer
// Both Input (a) and Reference (b) are specified as args
#define oclCheckError(a, b) oclCheckErrorEX(a, b, 0)
//////////////////////////////////////////////////////////////////////////////
//! Gets the platform ID for NVIDIA if available, otherwise default to platform 0
//!
//! @return the id
//! @param clSelectedPlatformID OpenCL platform ID
//////////////////////////////////////////////////////////////////////////////
extern "C" cl_int oclGetPlatformID(cl_platform_id* clSelectedPlatformID);
//////////////////////////////////////////////////////////////////////////////
//! Print info about the device
//!
//! @param iLogMode enum LOGBOTH, LOGCONSOLE, LOGFILE
//! @param device OpenCL id of the device
//////////////////////////////////////////////////////////////////////////////
extern "C" void oclPrintDevInfo(int iLogMode, cl_device_id device);
//////////////////////////////////////////////////////////////////////////////
//! Get and return device capability
//!
//! @return the 2 digit integer representation of device Cap (major minor). return -1 if NA
//! @param device OpenCL id of the device
//////////////////////////////////////////////////////////////////////////////
extern "C" int oclGetDevCap(cl_device_id device);
//////////////////////////////////////////////////////////////////////////////
//! Print the device name
//!
//! @param iLogMode enum LOGBOTH, LOGCONSOLE, LOGFILE
//! @param device OpenCL id of the device
//////////////////////////////////////////////////////////////////////////////
extern "C" void oclPrintDevName(int iLogMode, cl_device_id device);
//////////////////////////////////////////////////////////////////////////////
//! Gets the id of the first device from the context
//!
//! @return the id
//! @param cxGPUContext OpenCL context
//////////////////////////////////////////////////////////////////////////////
extern "C" cl_device_id oclGetFirstDev(cl_context cxGPUContext);
//////////////////////////////////////////////////////////////////////////////
//! Gets the id of the nth device from the context
//!
//! @return the id or -1 when out of range
//! @param cxGPUContext OpenCL context
//! @param device_idx index of the device of interest
//////////////////////////////////////////////////////////////////////////////
extern "C" cl_device_id oclGetDev(cl_context cxGPUContext, unsigned int device_idx);
//////////////////////////////////////////////////////////////////////////////
//! Gets the id of device with maximal FLOPS from the context
//!
//! @return the id
//! @param cxGPUContext OpenCL context
//////////////////////////////////////////////////////////////////////////////
extern "C" cl_device_id oclGetMaxFlopsDev(cl_context cxGPUContext);
//////////////////////////////////////////////////////////////////////////////
//! Loads a Program file and prepends the cPreamble to the code.
//!
//! @return the source string if succeeded, 0 otherwise
//! @param cFilename program filename
//! @param cPreamble code that is prepended to the loaded file, typically a set of #defines or a header
//! @param szFinalLength returned length of the code string
//////////////////////////////////////////////////////////////////////////////
extern "C" char* oclLoadProgSource(const char* cFilename, const char* cPreamble, size_t* szFinalLength);
//////////////////////////////////////////////////////////////////////////////
//! Get the binary (PTX) of the program associated with the device
//!
//! @param cpProgram OpenCL program
//! @param cdDevice device of interest
//! @param binary returned code
//! @param length length of returned code
//////////////////////////////////////////////////////////////////////////////
extern "C" void oclGetProgBinary( cl_program cpProgram, cl_device_id cdDevice, char** binary, size_t* length);
//////////////////////////////////////////////////////////////////////////////
//! Get and log the binary (PTX) from the OpenCL compiler for the requested program & device
//!
//! @param cpProgram OpenCL program
//! @param cdDevice device of interest
//! @param const char* cPtxFileName optional PTX file name
//////////////////////////////////////////////////////////////////////////////
extern "C" void oclLogPtx(cl_program cpProgram, cl_device_id cdDevice, const char* cPtxFileName);
//////////////////////////////////////////////////////////////////////////////
//! Get and log the Build Log from the OpenCL compiler for the requested program & device
//!
//! @param cpProgram OpenCL program
//! @param cdDevice device of interest
//////////////////////////////////////////////////////////////////////////////
extern "C" void oclLogBuildInfo(cl_program cpProgram, cl_device_id cdDevice);
// Helper function for De-allocating cl objects
// *********************************************************************
extern "C" void oclDeleteMemObjs(cl_mem* cmMemObjs, int iNumObjs);
// Helper function to get OpenCL error string from constant
// *********************************************************************
extern "C" const char* oclErrorString(cl_int error);
// Helper function to get OpenCL image format string (channel order and type) from constant
// *********************************************************************
extern "C" const char* oclImageFormatString(cl_uint uiImageFormat);
// companion inline function for error checking and exit on error WITH Cleanup Callback (if supplied)
// *********************************************************************
inline void __oclCheckErrorEX(cl_int iSample, cl_int iReference, void (*pCleanup)(int), const char* cFile, const int iLine)
{
// An error condition is defined by the sample/test value not equal to the reference
if (iReference != iSample)
{
// If the sample/test value isn't equal to the ref, it's an error by defnition, so override 0 sample/test value
iSample = (iSample == 0) ? -9999 : iSample;
// Log the error info
shrLog("\n !!! Error # %i (%s) at line %i , in file %s !!!\n\n", iSample, oclErrorString(iSample), iLine, cFile);
// Cleanup and exit, or just exit if no cleanup function pointer provided. Use iSample (error code in this case) as process exit code.
if (pCleanup != NULL)
{
pCleanup(iSample);
}
else
{
shrLogEx(LOGBOTH | CLOSELOG, 0, "Exiting...\n");
exit(iSample);
}
}
}
#endif

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benchmarks/opencl/transpose/shrQATest.h Normal file
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/*
* Copyright 1993-2010 NVIDIA Corporation. All rights reserved.
*
* Please refer to the NVIDIA end user license agreement (EULA) associated
* with this source code for terms and conditions that govern your use of
* this software. Any use, reproduction, disclosure, or distribution of
* this software and related documentation outside the terms of the EULA
* is strictly prohibited.
*
*/
#ifndef SHR_QATEST_H
#define SHR_QATEST_H
// *********************************************************************
// Generic utilities for NVIDIA GPU Computing SDK
// *********************************************************************
// OS dependent includes
#ifdef _WIN32
#pragma message ("Note: including windows.h")
#pragma message ("Note: including math.h")
#pragma message ("Note: including assert.h")
#pragma message ("Note: including time.h")
// Headers needed for Windows
#include <windows.h>
#include <time.h>
#else
// Headers needed for Linux
#include <sys/stat.h>
#include <sys/types.h>
#include <sys/time.h>
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <stdarg.h>
#include <unistd.h>
#include <time.h>
#endif
#ifndef STRCASECMP
#ifdef _WIN32
#define STRCASECMP _stricmp
#else
#define STRCASECMP strcasecmp
#endif
#endif
#ifndef STRNCASECMP
#ifdef _WIN32
#define STRNCASECMP _strnicmp
#else
#define STRNCASECMP strncasecmp
#endif
#endif
// Standardized QA Start/Finish for CUDA SDK tests
#define shrQAStart(a, b) __shrQAStart(a, b)
#define shrQAFinish(a, b, c) __shrQAFinish(a, b, c)
#define shrQAFinish2(a, b, c, d) __shrQAFinish2(a, b, c, d)
inline int findExeNameStart(const char *exec_name)
{
int exename_start = (int)strlen(exec_name);
while( (exename_start > 0) &&
(exec_name[exename_start] != '\\') &&
(exec_name[exename_start] != '/') )
{
exename_start--;
}
if (exec_name[exename_start] == '\\' ||
exec_name[exename_start] == '/')
{
return exename_start+1;
} else {
return exename_start;
}
}
inline int __shrQAStart(int argc, char **argv)
{
bool bQATest = false;
// First clear the output buffer
fflush(stdout);
fflush(stdout);
for (int i=1; i < argc; i++) {
int string_start = 0;
while (argv[i][string_start] == '-')
string_start++;
char *string_argv = &argv[i][string_start];
if (!STRCASECMP(string_argv, "qatest")) {
bQATest = true;
}
}
// We don't want to print the entire path, so we search for the first
int exename_start = findExeNameStart(argv[0]);
if (bQATest) {
fprintf(stdout, "&&&& RUNNING %s", &(argv[0][exename_start]));
for (int i=1; i < argc; i++) fprintf(stdout, " %s", argv[i]);
fprintf(stdout, "\n");
} else {
fprintf(stdout, "[%s] starting...\n", &(argv[0][exename_start]));
}
fflush(stdout);
printf("\n"); fflush(stdout);
return exename_start;
}
enum eQAstatus {
QA_FAILED = 0,
QA_PASSED = 1,
QA_WAIVED = 2
};
inline void __ExitInTime(int seconds)
{
fprintf(stdout, "> exiting in %d seconds: ", seconds);
fflush(stdout);
time_t t;
int count;
for (t=time(0)+seconds, count=seconds; time(0) < t; count--) {
fprintf(stdout, "%d...", count);
#ifdef WIN32
Sleep(1000);
#else
sleep(1);
#endif
}
fprintf(stdout,"done!\n\n");
fflush(stdout);
}
inline void __shrQAFinish(int argc, const char **argv, int iStatus)
{
// By default QATest is disabled and NoPrompt is Enabled (times out at seconds passed into __ExitInTime() )
bool bQATest = false, bNoPrompt = true, bQuitInTime = true;
const char *sStatus[] = { "FAILED", "PASSED", "WAIVED", NULL };
for (int i=1; i < argc; i++) {
int string_start = 0;
while (argv[i][string_start] == '-')
string_start++;
const char *string_argv = &argv[i][string_start];
if (!STRCASECMP(string_argv, "qatest")) {
bQATest = true;
}
// For SDK individual samples that don't specify -noprompt or -prompt,
// a 3 second delay will happen before exiting, giving a user time to view results
if (!STRCASECMP(string_argv, "noprompt") || !STRCASECMP(string_argv, "help")) {
bNoPrompt = true;
bQuitInTime = false;
}
if (!STRCASECMP(string_argv, "prompt")) {
bNoPrompt = false;
bQuitInTime = false;
}
}
int exename_start = findExeNameStart(argv[0]);
if (bQATest) {
fprintf(stdout, "&&&& %s %s", sStatus[iStatus], &(argv[0][exename_start]));
for (int i=1; i < argc; i++) fprintf(stdout, " %s", argv[i]);
fprintf(stdout, "\n");
} else {
fprintf(stdout, "[%s] test results...\n%s\n", &(argv[0][exename_start]), sStatus[iStatus]);
}
fflush(stdout);
printf("\n"); fflush(stdout);
if (bQuitInTime) {
__ExitInTime(3);
} else {
if (!bNoPrompt) {
fprintf(stdout, "\nPress <Enter> to exit...\n");
fflush(stdout);
getchar();
}
}
}
inline void __shrQAFinish2(bool bQATest, int argc, const char **argv, int iStatus)
{
bool bQuitInTime = true;
const char *sStatus[] = { "FAILED", "PASSED", "WAIVED", NULL };
for (int i=1; i < argc; i++) {
int string_start = 0;
while (argv[i][string_start] == '-')
string_start++;
const char *string_argv = &argv[i][string_start];
// For SDK individual samples that don't specify -noprompt or -prompt,
// a 3 second delay will happen before exiting, giving a user time to view results
if (!STRCASECMP(string_argv, "noprompt") || !STRCASECMP(string_argv, "help")) {
bQuitInTime = false;
}
if (!STRCASECMP(string_argv, "prompt")) {
bQuitInTime = false;
}
}
int exename_start = findExeNameStart(argv[0]);
if (bQATest) {
fprintf(stdout, "&&&& %s %s", sStatus[iStatus], &(argv[0][exename_start]));
for (int i=1; i < argc; i++) fprintf(stdout, " %s", argv[i]);
fprintf(stdout, "\n");
} else {
fprintf(stdout, "[%s] test results...\n%s\n", &(argv[0][exename_start]), sStatus[iStatus]);
}
fflush(stdout);
if (bQuitInTime) {
__ExitInTime(3);
}
}
inline void shrQAFinishExit(int argc, const char **argv, int iStatus)
{
__shrQAFinish(argc, argv, iStatus);
exit(iStatus ? EXIT_SUCCESS : EXIT_FAILURE);
}
inline void shrQAFinishExit2(bool bQAtest, int argc, const char **argv, int iStatus)
{
__shrQAFinish2(bQAtest, argc, argv, iStatus);
exit(iStatus ? EXIT_SUCCESS : EXIT_FAILURE);
}
#endif

642
benchmarks/opencl/transpose/shrUtils.h Normal file
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@@ -0,0 +1,642 @@
/*
* Copyright 1993-2010 NVIDIA Corporation. All rights reserved.
*
* Please refer to the NVIDIA end user license agreement (EULA) associated
* with this source code for terms and conditions that govern your use of
* this software. Any use, reproduction, disclosure, or distribution of
* this software and related documentation outside the terms of the EULA
* is strictly prohibited.
*
*/
#ifndef SHR_UTILS_H
#define SHR_UTILS_H
// *********************************************************************
// Generic utilities for NVIDIA GPU Computing SDK
// *********************************************************************
// reminders for output window and build log
#ifdef _WIN32
#pragma message ("Note: including windows.h")
#pragma message ("Note: including math.h")
#pragma message ("Note: including assert.h")
#endif
// OS dependent includes
#ifdef _WIN32
// Headers needed for Windows
#include <windows.h>
#else
// Headers needed for Linux
#include <sys/stat.h>
#include <sys/types.h>
#include <sys/time.h>
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <stdarg.h>
#endif
// Other headers needed for both Windows and Linux
#include <math.h>
#include <assert.h>
#include <stdio.h>
#include <string.h>
#include <stdlib.h>
// Un-comment the following #define to enable profiling code in SDK apps
//#define GPU_PROFILING
// Beginning of GPU Architecture definitions
inline int ConvertSMVer2Cores(int major, int minor)
{
// Defines for GPU Architecture types (using the SM version to determine the # of cores per SM
typedef struct {
int SM; // 0xMm (hexidecimal notation), M = SM Major version, and m = SM minor version
int Cores;
} sSMtoCores;
sSMtoCores nGpuArchCoresPerSM[] =
{ { 0x10, 8 }, // Tesla Generation (SM 1.0) G80 class
{ 0x11, 8 }, // Tesla Generation (SM 1.1) G8x class
{ 0x12, 8 }, // Tesla Generation (SM 1.2) G9x class
{ 0x13, 8 }, // Tesla Generation (SM 1.3) GT200 class
{ 0x20, 32 }, // Fermi Generation (SM 2.0) GF100 class
{ 0x21, 48 }, // Fermi Generation (SM 2.1) GF10x class
{ 0x30, 192}, // Fermi Generation (SM 3.0) GK10x class
{ -1, -1 }
};
int index = 0;
while (nGpuArchCoresPerSM[index].SM != -1) {
if (nGpuArchCoresPerSM[index].SM == ((major << 4) + minor) ) {
return nGpuArchCoresPerSM[index].Cores;
}
index++;
}
printf("MapSMtoCores SM %d.%d is undefined (please update to the latest SDK)!\n", major, minor);
return -1;
}
// end of GPU Architecture definitions
// Defines and enum for use with logging functions
// *********************************************************************
#define DEFAULTLOGFILE "SdkConsoleLog.txt"
#define MASTERLOGFILE "SdkMasterLog.csv"
enum LOGMODES
{
LOGCONSOLE = 1, // bit to signal "log to console"
LOGFILE = 2, // bit to signal "log to file"
LOGBOTH = 3, // convenience union of first 2 bits to signal "log to both"
APPENDMODE = 4, // bit to set "file append" mode instead of "replace mode" on open
MASTER = 8, // bit to signal master .csv log output
ERRORMSG = 16, // bit to signal "pre-pend Error"
CLOSELOG = 32 // bit to close log file, if open, after any requested file write
};
#define HDASHLINE "-----------------------------------------------------------\n"
// Standardized boolean
enum shrBOOL
{
shrFALSE = 0,
shrTRUE = 1
};
// Standardized MAX, MIN and CLAMP
#define MAX(a, b) ((a > b) ? a : b)
#define MIN(a, b) ((a < b) ? a : b)
#define CLAMP(a, b, c) MIN(MAX(a, b), c) // double sided clip of input a
#define TOPCLAMP(a, b) (a < b ? a:b) // single top side clip of input a
// Error and Exit Handling Macros...
// *********************************************************************
// Full error handling macro with Cleanup() callback (if supplied)...
// (Companion Inline Function lower on page)
#define shrCheckErrorEX(a, b, c) __shrCheckErrorEX(a, b, c, __FILE__ , __LINE__)
// Short version without Cleanup() callback pointer
// Both Input (a) and Reference (b) are specified as args
#define shrCheckError(a, b) shrCheckErrorEX(a, b, 0)
// Standardized Exit Macro for leaving main()... extended version
// (Companion Inline Function lower on page)
#define shrExitEX(a, b, c) __shrExitEX(a, b, c)
// Standardized Exit Macro for leaving main()... short version
// (Companion Inline Function lower on page)
#define shrEXIT(a, b) __shrExitEX(a, b, EXIT_SUCCESS)
// Simple argument checker macro
#define ARGCHECK(a) if((a) != shrTRUE)return shrFALSE
// Define for user-customized error handling
#define STDERROR "file %s, line %i\n\n" , __FILE__ , __LINE__
// Function to deallocate memory allocated within shrUtils
// *********************************************************************
extern "C" void shrFree(void* ptr);
// *********************************************************************
// Helper function to log standardized information to Console, to File or to both
//! Examples: shrLogEx(LOGBOTH, 0, "Function A\n");
//! : shrLogEx(LOGBOTH | ERRORMSG, ciErrNum, STDERROR);
//!
//! Automatically opens file and stores handle if needed and not done yet
//! Closes file and nulls handle on request
//!
//! @param 0 iLogMode: LOGCONSOLE, LOGFILE, LOGBOTH, APPENDMODE, MASTER, ERRORMSG, CLOSELOG.
//! LOGFILE and LOGBOTH may be | 'd with APPENDMODE to select file append mode instead of overwrite mode
//! LOGFILE and LOGBOTH may be | 'd with CLOSELOG to "write and close"
//! First 3 options may be | 'd with MASTER to enable independent write to master data log file
//! First 3 options may be | 'd with ERRORMSG to start line with standard error message
//! @param 2 dValue:
//! Positive val = double value for time in secs to be formatted to 6 decimals.
//! Negative val is an error code and this give error preformatting.
//! @param 3 cFormatString: String with formatting specifiers like printf or fprintf.
//! ALL printf flags, width, precision and type specifiers are supported with this exception:
//! Wide char type specifiers intended for wprintf (%S and %C) are NOT supported
//! Single byte char type specifiers (%s and %c) ARE supported
//! @param 4... variable args: like printf or fprintf. Must match format specifer type above.
//! @return 0 if OK, negative value on error or if error occurs or was passed in.
// *********************************************************************
extern "C" int shrLogEx(int iLogMode, int iErrNum, const char* cFormatString, ...);
// Short version of shrLogEx defaulting to shrLogEx(LOGBOTH, 0,
// *********************************************************************
extern "C" int shrLog(const char* cFormatString, ...);
// *********************************************************************
// Delta timer function for up to 3 independent timers using host high performance counters
// Maintains state for 3 independent counters
//! Example: double dElapsedTime = shrDeltaTime(0);
//!
//! @param 0 iCounterID: Which timer to check/reset. (0, 1, 2)
//! @return delta time of specified counter since last call in seconds. Otherwise -9999.0 if error
// *********************************************************************
extern "C" double shrDeltaT(int iCounterID);
// Optional LogFileNameOverride function
// *********************************************************************
extern "C" void shrSetLogFileName (const char* cOverRideName);
// Helper function to init data arrays
// *********************************************************************
extern "C" void shrFillArray(float* pfData, int iSize);
// Helper function to print data arrays
// *********************************************************************
extern "C" void shrPrintArray(float* pfData, int iSize);
////////////////////////////////////////////////////////////////////////////
//! Find the path for a filename
//! @return the path if succeeded, otherwise 0
//! @param filename name of the file
//! @param executablePath optional absolute path of the executable
////////////////////////////////////////////////////////////////////////////
extern "C" char* shrFindFilePath(const char* filename, const char* executablePath);
////////////////////////////////////////////////////////////////////////////
//! Read file \filename containing single precision floating point data
//! @return shrTRUE if reading the file succeeded, otherwise shrFALSE
//! @param filename name of the source file
//! @param data uninitialized pointer, returned initialized and pointing to
//! the data read
//! @param len number of data elements in data, -1 on error
//! @note If a NULL pointer is passed to this function and it is initialized
//! within shrUtils, then free() has to be used to deallocate the memory
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrReadFilef( const char* filename, float** data, unsigned int* len,
bool verbose = false);
////////////////////////////////////////////////////////////////////////////
//! Read file \filename containing double precision floating point data
//! @return shrTRUE if reading the file succeeded, otherwise shrFALSE
//! @param filename name of the source file
//! @param data uninitialized pointer, returned initialized and pointing to
//! the data read
//! @param len number of data elements in data, -1 on error
//! @note If a NULL pointer is passed to this function and it is
//! @note If a NULL pointer is passed to this function and it is initialized
//! within shrUtils, then free() has to be used to deallocate the memory
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrReadFiled( const char* filename, double** data, unsigned int* len,
bool verbose = false);
////////////////////////////////////////////////////////////////////////////
//! Read file \filename containing integer data
//! @return shrTRUE if reading the file succeeded, otherwise shrFALSE
//! @param filename name of the source file
//! @param data uninitialized pointer, returned initialized and pointing to
//! the data read
//! @param len number of data elements in data, -1 on error
//! @note If a NULL pointer is passed to this function and it is
//! @note If a NULL pointer is passed to this function and it is initialized
//! within shrUtils, then free() has to be used to deallocate the memory
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrReadFilei( const char* filename, int** data, unsigned int* len, bool verbose = false);
////////////////////////////////////////////////////////////////////////////
//! Read file \filename containing unsigned integer data
//! @return shrTRUE if reading the file succeeded, otherwise shrFALSE
//! @param filename name of the source file
//! @param data uninitialized pointer, returned initialized and pointing to
//! the data read
//! @param len number of data elements in data, -1 on error
//! @note If a NULL pointer is passed to this function and it is
//! @note If a NULL pointer is passed to this function and it is initialized
//! within shrUtils, then free() has to be used to deallocate the memory
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrReadFileui( const char* filename, unsigned int** data,
unsigned int* len, bool verbose = false);
////////////////////////////////////////////////////////////////////////////
//! Read file \filename containing char / byte data
//! @return shrTRUE if reading the file succeeded, otherwise shrFALSE
//! @param filename name of the source file
//! @param data uninitialized pointer, returned initialized and pointing to
//! the data read
//! @param len number of data elements in data, -1 on error
//! @note If a NULL pointer is passed to this function and it is
//! @note If a NULL pointer is passed to this function and it is initialized
//! within shrUtils, then free() has to be used to deallocate the memory
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrReadFileb( const char* filename, char** data, unsigned int* len,
bool verbose = false);
////////////////////////////////////////////////////////////////////////////
//! Read file \filename containing unsigned char / byte data
//! @return shrTRUE if reading the file succeeded, otherwise shrFALSE
//! @param filename name of the source file
//! @param data uninitialized pointer, returned initialized and pointing to
//! the data read
//! @param len number of data elements in data, -1 on error
//! @note If a NULL pointer is passed to this function and it is
//! @note If a NULL pointer is passed to this function and it is initialized
//! within shrUtils, then free() has to be used to deallocate the memory
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrReadFileub( const char* filename, unsigned char** data,
unsigned int* len, bool verbose = false);
////////////////////////////////////////////////////////////////////////////
//! Write a data file \filename containing single precision floating point
//! data
//! @return shrTRUE if writing the file succeeded, otherwise shrFALSE
//! @param filename name of the file to write
//! @param data pointer to data to write
//! @param len number of data elements in data, -1 on error
//! @param epsilon epsilon for comparison
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrWriteFilef( const char* filename, const float* data, unsigned int len,
const float epsilon, bool verbose = false);
////////////////////////////////////////////////////////////////////////////
//! Write a data file \filename containing double precision floating point
//! data
//! @return shrTRUE if writing the file succeeded, otherwise shrFALSE
//! @param filename name of the file to write
//! @param data pointer to data to write
//! @param len number of data elements in data, -1 on error
//! @param epsilon epsilon for comparison
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrWriteFiled( const char* filename, const float* data, unsigned int len,
const double epsilon, bool verbose = false);
////////////////////////////////////////////////////////////////////////////
//! Write a data file \filename containing integer data
//! @return shrTRUE if writing the file succeeded, otherwise shrFALSE
//! @param filename name of the file to write
//! @param data pointer to data to write
//! @param len number of data elements in data, -1 on error
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrWriteFilei( const char* filename, const int* data, unsigned int len,
bool verbose = false);
////////////////////////////////////////////////////////////////////////////
//! Write a data file \filename containing unsigned integer data
//! @return shrTRUE if writing the file succeeded, otherwise shrFALSE
//! @param filename name of the file to write
//! @param data pointer to data to write
//! @param len number of data elements in data, -1 on error
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrWriteFileui( const char* filename, const unsigned int* data,
unsigned int len, bool verbose = false);
////////////////////////////////////////////////////////////////////////////
//! Write a data file \filename containing char / byte data
//! @return shrTRUE if writing the file succeeded, otherwise shrFALSE
//! @param filename name of the file to write
//! @param data pointer to data to write
//! @param len number of data elements in data, -1 on error
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrWriteFileb( const char* filename, const char* data, unsigned int len,
bool verbose = false);
////////////////////////////////////////////////////////////////////////////
//! Write a data file \filename containing unsigned char / byte data
//! @return shrTRUE if writing the file succeeded, otherwise shrFALSE
//! @param filename name of the file to write
//! @param data pointer to data to write
//! @param len number of data elements in data, -1 on error
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrWriteFileub( const char* filename, const unsigned char* data,
unsigned int len, bool verbose = false);
////////////////////////////////////////////////////////////////////////////
//! Load PPM image file (with unsigned char as data element type), padding
//! 4th component
//! @return shrTRUE if reading the file succeeded, otherwise shrFALSE
//! @param file name of the image file
//! @param OutData handle to the data read
//! @param w width of the image
//! @param h height of the image
//!
//! Note: If *OutData is NULL this function allocates buffer that must be freed by caller
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrLoadPPM4ub(const char* file, unsigned char** OutData,
unsigned int *w, unsigned int *h);
////////////////////////////////////////////////////////////////////////////
//! Save PPM image file (with unsigned char as data element type, padded to
//! 4 bytes)
//! @return shrTRUE if saving the file succeeded, otherwise shrFALSE
//! @param file name of the image file
//! @param data handle to the data read
//! @param w width of the image
//! @param h height of the image
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrSavePPM4ub( const char* file, unsigned char *data,
unsigned int w, unsigned int h);
////////////////////////////////////////////////////////////////////////////////
//! Save PGM image file (with unsigned char as data element type)
//! @return shrTRUE if saving the file succeeded, otherwise shrFALSE
//! @param file name of the image file
//! @param data handle to the data read
//! @param w width of the image
//! @param h height of the image
////////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrSavePGMub( const char* file, unsigned char *data,
unsigned int w, unsigned int h);
////////////////////////////////////////////////////////////////////////////
//! Load PGM image file (with unsigned char as data element type)
//! @return shrTRUE if saving the file succeeded, otherwise shrFALSE
//! @param file name of the image file
//! @param data handle to the data read
//! @param w width of the image
//! @param h height of the image
//! @note If a NULL pointer is passed to this function and it is initialized
//! within shrUtils, then free() has to be used to deallocate the memory
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrLoadPGMub( const char* file, unsigned char** data,
unsigned int *w,unsigned int *h);
////////////////////////////////////////////////////////////////////////////
// Command line arguments: General notes
// * All command line arguments begin with '--' followed by the token;
// token and value are seperated by '='; example --samples=50
// * Arrays have the form --model=[one.obj,two.obj,three.obj]
// (without whitespaces)
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
//! Check if command line argument \a flag-name is given
//! @return shrTRUE if command line argument \a flag_name has been given,
//! otherwise shrFALSE
//! @param argc argc as passed to main()
//! @param argv argv as passed to main()
//! @param flag_name name of command line flag
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrCheckCmdLineFlag( const int argc, const char** argv,
const char* flag_name);
////////////////////////////////////////////////////////////////////////////
//! Get the value of a command line argument of type int
//! @return shrTRUE if command line argument \a arg_name has been given and
//! is of the requested type, otherwise shrFALSE
//! @param argc argc as passed to main()
//! @param argv argv as passed to main()
//! @param arg_name name of the command line argument
//! @param val value of the command line argument
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrGetCmdLineArgumenti( const int argc, const char** argv,
const char* arg_name, int* val);
////////////////////////////////////////////////////////////////////////////
//! Get the value of a command line argument of type unsigned int
//! @return shrTRUE if command line argument \a arg_name has been given and
//! is of the requested type, otherwise shrFALSE
//! @param argc argc as passed to main()
//! @param argv argv as passed to main()
//! @param arg_name name of the command line argument
//! @param val value of the command line argument
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrGetCmdLineArgumentu( const int argc, const char** argv,
const char* arg_name, unsigned int* val);
////////////////////////////////////////////////////////////////////////////
//! Get the value of a command line argument of type float
//! @return shrTRUE if command line argument \a arg_name has been given and
//! is of the requested type, otherwise shrFALSE
//! @param argc argc as passed to main()
//! @param argv argv as passed to main()
//! @param arg_name name of the command line argument
//! @param val value of the command line argument
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrGetCmdLineArgumentf( const int argc, const char** argv,
const char* arg_name, float* val);
////////////////////////////////////////////////////////////////////////////
//! Get the value of a command line argument of type string
//! @return shrTRUE if command line argument \a arg_name has been given and
//! is of the requested type, otherwise shrFALSE
//! @param argc argc as passed to main()
//! @param argv argv as passed to main()
//! @param arg_name name of the command line argument
//! @param val value of the command line argument
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrGetCmdLineArgumentstr( const int argc, const char** argv,
const char* arg_name, char** val);
////////////////////////////////////////////////////////////////////////////
//! Get the value of a command line argument list those element are strings
//! @return shrTRUE if command line argument \a arg_name has been given and
//! is of the requested type, otherwise shrFALSE
//! @param argc argc as passed to main()
//! @param argv argv as passed to main()
//! @param arg_name name of the command line argument
//! @param val command line argument list
//! @param len length of the list / number of elements
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrGetCmdLineArgumentListstr( const int argc, const char** argv,
const char* arg_name, char** val,
unsigned int* len);
////////////////////////////////////////////////////////////////////////////
//! Compare two float arrays
//! @return shrTRUEif \a reference and \a data are identical, otherwise shrFALSE
//! @param reference handle to the reference data / gold image
//! @param data handle to the computed data
//! @param len number of elements in reference and data
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrComparef( const float* reference, const float* data,
const unsigned int len);
////////////////////////////////////////////////////////////////////////////
//! Compare two integer arrays
//! @return shrTRUEif \a reference and \a data are identical, otherwise shrFALSE
//! @param reference handle to the reference data / gold image
//! @param data handle to the computed data
//! @param len number of elements in reference and data
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrComparei( const int* reference, const int* data,
const unsigned int len );
////////////////////////////////////////////////////////////////////////////////
//! Compare two unsigned integer arrays, with epsilon and threshold
//! @return shrTRUEif \a reference and \a data are identical, otherwise shrFALSE
//! @param reference handle to the reference data / gold image
//! @param data handle to the computed data
//! @param len number of elements in reference and data
//! @param threshold tolerance % # of comparison errors (0.15f = 15%)
////////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrCompareuit( const unsigned int* reference, const unsigned int* data,
const unsigned int len, const float epsilon, const float threshold );
////////////////////////////////////////////////////////////////////////////
//! Compare two unsigned char arrays
//! @return shrTRUEif \a reference and \a data are identical, otherwise shrFALSE
//! @param reference handle to the reference data / gold image
//! @param data handle to the computed data
//! @param len number of elements in reference and data
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrCompareub( const unsigned char* reference, const unsigned char* data,
const unsigned int len );
////////////////////////////////////////////////////////////////////////////////
//! Compare two integers with a tolernance for # of byte errors
//! @return shrTRUEif \a reference and \a data are identical, otherwise shrFALSE
//! @param reference handle to the reference data / gold image
//! @param data handle to the computed data
//! @param len number of elements in reference and data
//! @param epsilon epsilon to use for the comparison
//! @param threshold tolerance % # of comparison errors (0.15f = 15%)
////////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrCompareubt( const unsigned char* reference, const unsigned char* data,
const unsigned int len, const float epsilon, const float threshold );
////////////////////////////////////////////////////////////////////////////////
//! Compare two integer arrays witha n epsilon tolerance for equality
//! @return shrTRUEif \a reference and \a data are identical, otherwise shrFALSE
//! @param reference handle to the reference data / gold image
//! @param data handle to the computed data
//! @param len number of elements in reference and data
//! @param epsilon epsilon to use for the comparison
////////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrCompareube( const unsigned char* reference, const unsigned char* data,
const unsigned int len, const float epsilon );
////////////////////////////////////////////////////////////////////////////
//! Compare two float arrays with an epsilon tolerance for equality
//! @return shrTRUEif \a reference and \a data are identical, otherwise shrFALSE
//! @param reference handle to the reference data / gold image
//! @param data handle to the computed data
//! @param len number of elements in reference and data
//! @param epsilon epsilon to use for the comparison
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrComparefe( const float* reference, const float* data,
const unsigned int len, const float epsilon );
////////////////////////////////////////////////////////////////////////////////
//! Compare two float arrays with an epsilon tolerance for equality and a
//! threshold for # pixel errors
//! @return shrTRUEif \a reference and \a data are identical, otherwise shrFALSE
//! @param reference handle to the reference data / gold image
//! @param data handle to the computed data
//! @param len number of elements in reference and data
//! @param epsilon epsilon to use for the comparison
////////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrComparefet( const float* reference, const float* data,
const unsigned int len, const float epsilon, const float threshold );
////////////////////////////////////////////////////////////////////////////
//! Compare two float arrays using L2-norm with an epsilon tolerance for
//! equality
//! @return shrTRUEif \a reference and \a data are identical, otherwise shrFALSE
//! @param reference handle to the reference data / gold image
//! @param data handle to the computed data
//! @param len number of elements in reference and data
//! @param epsilon epsilon to use for the comparison
////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrCompareL2fe( const float* reference, const float* data,
const unsigned int len, const float epsilon );
////////////////////////////////////////////////////////////////////////////////
//! Compare two PPM image files with an epsilon tolerance for equality
//! @return shrTRUEif \a reference and \a data are identical, otherwise shrFALSE
//! @param src_file filename for the image to be compared
//! @param data filename for the reference data / gold image
//! @param epsilon epsilon to use for the comparison
//! @param threshold threshold of pixels that can still mismatch to pass (i.e. 0.15f = 15% must pass)
//! $param verboseErrors output details of image mismatch to std::err
////////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrComparePPM( const char *src_file, const char *ref_file, const float epsilon, const float threshold);
////////////////////////////////////////////////////////////////////////////////
//! Compare two PGM image files with an epsilon tolerance for equality
//! @return shrTRUEif \a reference and \a data are identical, otherwise shrFALSE
//! @param src_file filename for the image to be compared
//! @param data filename for the reference data / gold image
//! @param epsilon epsilon to use for the comparison
//! @param threshold threshold of pixels that can still mismatch to pass (i.e. 0.15f = 15% must pass)
//! $param verboseErrors output details of image mismatch to std::err
////////////////////////////////////////////////////////////////////////////////
extern "C" shrBOOL shrComparePGM( const char *src_file, const char *ref_file, const float epsilon, const float threshold);
extern "C" unsigned char* shrLoadRawFile(const char* filename, size_t size);
extern "C" size_t shrRoundUp(int group_size, int global_size);
// companion inline function for error checking and exit on error WITH Cleanup Callback (if supplied)
// *********************************************************************
inline void __shrCheckErrorEX(int iSample, int iReference, void (*pCleanup)(int), const char* cFile, const int iLine)
{
if (iReference != iSample)
{
shrLogEx(LOGBOTH | ERRORMSG, iSample, "line %i , in file %s !!!\n\n" , iLine, cFile);
if (pCleanup != NULL)
{
pCleanup(EXIT_FAILURE);
}
else
{
shrLogEx(LOGBOTH | CLOSELOG, 0, "Exiting...\n");
exit(EXIT_FAILURE);
}
}
}
// Standardized Exit
// *********************************************************************
inline void __shrExitEX(int argc, const char** argv, int iExitCode)
{
#ifdef WIN32
if (!shrCheckCmdLineFlag(argc, argv, "noprompt") && !shrCheckCmdLineFlag(argc, argv, "qatest"))
#else
if (shrCheckCmdLineFlag(argc, argv, "prompt") && !shrCheckCmdLineFlag(argc, argv, "qatest"))
#endif
{
shrLogEx(LOGBOTH | CLOSELOG, 0, "\nPress <Enter> to Quit...\n");
getchar();
}
else
{
shrLogEx(LOGBOTH | CLOSELOG, 0, "%s Exiting...\n", argv[0]);
}
fflush(stderr);
exit(iExitCode);
}
#endif

108
benchmarks/opencl/transpose/transpose.cl Normal file
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/*
* Copyright 1993-2010 NVIDIA Corporation. All rights reserved.
*
* Please refer to the NVIDIA end user license agreement (EULA) associated
* with this source code for terms and conditions that govern your use of
* this software. Any use, reproduction, disclosure, or distribution of
* this software and related documentation outside the terms of the EULA
* is strictly prohibited.
*
*/
/* Matrix transpose with OpenCL
* Device code.
*/
#define BLOCK_DIM 16
// This kernel is optimized to ensure all global reads and writes are coalesced,
// and to avoid bank conflicts in shared memory. This kernel is up to 11x faster
// than the naive kernel below. Note that the shared memory array is sized to
// (BLOCK_DIM+1)*BLOCK_DIM. This pads each row of the 2D block in shared memory
// so that bank conflicts do not occur when threads address the array column-wise.
__kernel void transpose(__global float *odata, __global float *idata, int offset, int width, int height, __local float* block)
{
// read the matrix tile into shared memory
unsigned int xIndex = get_global_id(0);
unsigned int yIndex = get_global_id(1);
if((xIndex + offset < width) && (yIndex < height))
{
unsigned int index_in = yIndex * width + xIndex + offset;
block[get_local_id(1)*(BLOCK_DIM+1)+get_local_id(0)] = idata[index_in];
}
barrier(CLK_LOCAL_MEM_FENCE);
// write the transposed matrix tile to global memory
xIndex = get_group_id(1) * BLOCK_DIM + get_local_id(0);
yIndex = get_group_id(0) * BLOCK_DIM + get_local_id(1);
if((xIndex < height) && (yIndex + offset < width))
{
unsigned int index_out = yIndex * height + xIndex;
odata[index_out] = block[get_local_id(0)*(BLOCK_DIM+1)+get_local_id(1)];
}
}
// This naive transpose kernel suffers from completely non-coalesced writes.
// It can be up to 10x slower than the kernel above for large matrices.
__kernel void transpose_naive(__global float *odata, __global float* idata, int offset, int width, int height)
{
unsigned int xIndex = get_global_id(0);
unsigned int yIndex = get_global_id(1);
if (xIndex + offset < width && yIndex < height)
{
unsigned int index_in = xIndex + offset + width * yIndex;
unsigned int index_out = yIndex + height * xIndex;
odata[index_out] = idata[index_in];
}
}
__kernel void simple_copy(__global float *odata, __global float* idata, int offset, int width, int height)
{
unsigned int xIndex = get_global_id(0);
unsigned int yIndex = get_global_id(1);
if (xIndex + offset < width && yIndex < height)
{
unsigned int index_in = xIndex + offset + width * yIndex;
odata[index_in] = idata[index_in];
}
}
__kernel void shared_copy(__global float *odata, __global float *idata, int offset, int width, int height, __local float* block)
{
// read the matrix tile into shared memory
unsigned int xIndex = get_global_id(0);
unsigned int yIndex = get_global_id(1);
unsigned int index_in = yIndex * width + xIndex + offset;
if((xIndex + offset< width) && (yIndex < height))
{
block[get_local_id(1)*(BLOCK_DIM+1)+get_local_id(0)] = idata[index_in];
}
barrier(CLK_LOCAL_MEM_FENCE);
if((xIndex < height) && (yIndex+ offset < width))
{
odata[index_in] = block[get_local_id(1)*(BLOCK_DIM+1)+get_local_id(0)];
}
}
__kernel void uncoalesced_copy(__global float *odata, __global float* idata, int offset, int width, int height)
{
unsigned int xIndex = get_global_id(0);
unsigned int yIndex = get_global_id(1);
if (xIndex + offset < width && yIndex < height)
{
unsigned int index_in = yIndex + height * (xIndex+ offset);
odata[index_in] = idata[index_in];
}
}

38
benchmarks/opencl/transpose/transpose_gold.cpp Normal file
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/*
* Copyright 1993-2010 NVIDIA Corporation. All rights reserved.
*
* Please refer to the NVIDIA end user license agreement (EULA) associated
* with this source code for terms and conditions that govern your use of
* this software. Any use, reproduction, disclosure, or distribution of
* this software and related documentation outside the terms of the EULA
* is strictly prohibited.
*
*/
/* Small Matrix transpose with Cuda (Example for a 16x16 matrix)
* Reference solution.
*/
////////////////////////////////////////////////////////////////////////////////
// export C interface
extern "C"
void computeGold( float* reference, float* idata,
const unsigned int size_x, const unsigned int size_y );
////////////////////////////////////////////////////////////////////////////////
//! Compute reference data set
////////////////////////////////////////////////////////////////////////////////
void
computeGold( float* reference, float* idata,
const unsigned int size_x, const unsigned int size_y )
{
// transpose matrix
for( unsigned int y = 0; y < size_y; ++y)
{
for( unsigned int x = 0; x < size_x; ++x)
{
reference[(x * size_y) + y] = idata[(y * size_x) + x];
}
}
}