/* -*- Mode: C++; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -*- */ /* * This file is part of the LibreOffice project. * * This Source Code Form is subject to the terms of the Mozilla Public * License, v. 2.0. If a copy of the MPL was not distributed with this * file, You can obtain one at http://mozilla.org/MPL/2.0/. */ #ifdef _WIN32 #include #include #elif defined __MACH__ #include #else #include #endif #include #include #include #include #include #include #include #include #include #include #include #include #include "opencl_device.hxx" #define INPUTSIZE 15360 #define OUTPUTSIZE 15360 #define STRINGIFY(...) #__VA_ARGS__"\n" #define DS_CHECK_STATUS(status, name) \ if (CL_SUCCESS != status) \ { \ SAL_INFO("opencl.device", "Error code is " << status << " at " name); \ } namespace opencl { bool bIsDeviceSelected = false; ds_device selectedDevice; struct LibreOfficeDeviceScore { double fTime; // small time means faster device bool bNoCLErrors; // were there any opencl errors }; struct LibreOfficeDeviceEvaluationIO { std::vector input0; std::vector input1; std::vector input2; std::vector input3; std::vector output; unsigned long inputSize; unsigned long outputSize; }; struct timer { #ifdef _WIN32 LARGE_INTEGER start; #else long long start; #endif }; const char* source = STRINGIFY( \n#if defined(KHR_DP_EXTENSION) \n#pragma OPENCL EXTENSION cl_khr_fp64 : enable \n#elif defined(AMD_DP_EXTENSION) \n#pragma OPENCL EXTENSION cl_amd_fp64 : enable \n#endif \n int isNan(fp_t a) { return a != a; } fp_t fsum(fp_t a, fp_t b) { return a + b; } fp_t fAverage(__global fp_t* input) { fp_t sum = 0; int count = 0; for (int i = 0; i < INPUTSIZE; i++) { if (!isNan(input[i])) { sum = fsum(input[i], sum); count += 1; } } return sum / (fp_t)count; } fp_t fMin(__global fp_t* input) { fp_t min = MAXFLOAT; for (int i = 0; i < INPUTSIZE; i++) { if (!isNan(input[i])) { min = fmin(input[i], min); } } return min; } fp_t fSoP(__global fp_t* input0, __global fp_t* input1) { fp_t sop = 0.0; for (int i = 0; i < INPUTSIZE; i++) { sop += (isNan(input0[i]) ? 0 : input0[i]) * (isNan(input1[i]) ? 0 : input1[i]); } return sop; } __kernel void DynamicKernel( __global fp_t* result, __global fp_t* input0, __global fp_t* input1, __global fp_t* input2, __global fp_t* input3) { int gid0 = get_global_id(0); fp_t tmp0 = fAverage(input0); fp_t tmp1 = fMin(input1) * fSoP(input2, input3); result[gid0] = fsum(tmp0, tmp1); } ); size_t sourceSize[] = { strlen(source) }; /*************************************************************************/ /* INTERNAL FUNCTIONS */ /*************************************************************************/ /* Timer functions - start timer */ void timerStart(timer* mytimer) { #ifdef _WIN32 QueryPerformanceCounter(&mytimer->start); #elif defined __MACH__ mytimer->start = mach_absolute_time(); #else struct timespec s; clock_gettime(CLOCK_MONOTONIC, &s); mytimer->start = (long long)s.tv_sec * (long long)1.0E6 + (long long)s.tv_nsec / (long long)1.0E3; #endif } /* Timer functions - get current value */ double timerCurrent(timer* mytimer) { #ifdef _WIN32 LARGE_INTEGER stop, frequency; QueryPerformanceCounter(&stop); QueryPerformanceFrequency(&frequency); double time = ((double)(stop.QuadPart - mytimer->start.QuadPart) / frequency.QuadPart); #elif defined __MACH__ static mach_timebase_info_data_t info = { 0, 0 }; if (info.numer == 0) mach_timebase_info(&info); long long stop = mach_absolute_time(); double time = ((stop - mytimer->start) * (double) info.numer / info.denom) / 1.0E9; #else struct timespec s; long long stop; clock_gettime(CLOCK_MONOTONIC, &s); stop = (long long)s.tv_sec * (long long)1.0E6 + (long long)s.tv_nsec / (long long)1.0E3; double time = ((double)(stop - mytimer->start) / 1.0E6); #endif return time; } /* Random number generator */ double random(double min, double max) { if (min == max) return min; return comphelper::rng::uniform_real_distribution(min, max); } /* Populate input */ void populateInput(LibreOfficeDeviceEvaluationIO* testData) { double* input0 = &testData->input0[0]; double* input1 = &testData->input1[0]; double* input2 = &testData->input2[0]; double* input3 = &testData->input3[0]; for (unsigned long i = 0; i < testData->inputSize; i++) { input0[i] = random(0, i); input1[i] = random(0, i); input2[i] = random(0, i); input3[i] = random(0, i); } } /* Encode score object as byte string */ ds_status serializeScore(ds_device* device, void** serializedScore, unsigned int* serializedScoreSize) { *serializedScoreSize = sizeof(LibreOfficeDeviceScore); *serializedScore = static_cast(new unsigned char[*serializedScoreSize]); memcpy(*serializedScore, device->score, *serializedScoreSize); return DS_SUCCESS; } /* Parses byte string and stores in score object */ ds_status deserializeScore(ds_device* device, const unsigned char* serializedScore, unsigned int serializedScoreSize) { // check that serializedScoreSize == sizeof(LibreOfficeDeviceScore); device->score = new LibreOfficeDeviceScore; memcpy(device->score, serializedScore, serializedScoreSize); return DS_SUCCESS; } /* Releases memory held by score */ ds_status releaseScore(void* score) { if (nullptr != score) { delete static_cast(score); } return DS_SUCCESS; } /* Evaluate devices */ ds_status evaluateScoreForDevice(ds_device* device, void* evalData) { if (DS_DEVICE_OPENCL_DEVICE == device->type) { /* Evaluating an OpenCL device */ SAL_INFO("opencl.device", "Device: \"" << device->oclDeviceName << "\" (OpenCL) evaluation..."); cl_int clStatus; /* Check for 64-bit float extensions */ size_t aDevExtInfoSize = 0; clStatus = clGetDeviceInfo(device->oclDeviceID, CL_DEVICE_EXTENSIONS, 0, nullptr, &aDevExtInfoSize); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clGetDeviceInfo"); std::unique_ptr aExtInfo(new char[aDevExtInfoSize]); clStatus = clGetDeviceInfo(device->oclDeviceID, CL_DEVICE_EXTENSIONS, sizeof(char) * aDevExtInfoSize, aExtInfo.get(), nullptr); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clGetDeviceInfo"); bool bKhrFp64Flag = false; bool bAmdFp64Flag = false; const char* buildOption = nullptr; std::string tmpStr("-Dfp_t=double -Dfp_t4=double4 -Dfp_t16=double16 -DINPUTSIZE="); std::ostringstream tmpOStrStr; tmpOStrStr << std::dec << INPUTSIZE; tmpStr.append(tmpOStrStr.str()); if ((std::string(aExtInfo.get())).find("cl_khr_fp64") != std::string::npos) { bKhrFp64Flag = true; //buildOption = "-D KHR_DP_EXTENSION -Dfp_t=double -Dfp_t4=double4 -Dfp_t16=double16"; tmpStr.append(" -DKHR_DP_EXTENSION"); buildOption = tmpStr.c_str(); SAL_INFO("opencl.device", "... has cl_khr_fp64"); } else if ((std::string(aExtInfo.get())).find("cl_amd_fp64") != std::string::npos) { bAmdFp64Flag = true; //buildOption = "-D AMD_DP_EXTENSION -Dfp_t=double -Dfp_t4=double4 -Dfp_t16=double16"; tmpStr.append(" -DAMD_DP_EXTENSION"); buildOption = tmpStr.c_str(); SAL_INFO("opencl.device", "... has cl_amd_fp64"); } if (!bKhrFp64Flag && !bAmdFp64Flag) { /* No 64-bit float support */ device->score = static_cast(new LibreOfficeDeviceScore); static_cast(device->score)->fTime = DBL_MAX; static_cast(device->score)->bNoCLErrors = true; SAL_INFO("opencl.device", "... no fp64 support"); } else { /* 64-bit float support present */ /* Create context and command queue */ cl_context clContext = clCreateContext(nullptr, 1, &device->oclDeviceID, nullptr, nullptr, &clStatus); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clCreateContext"); cl_command_queue clQueue = clCreateCommandQueue(clContext, device->oclDeviceID, 0, &clStatus); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clCreateCommandQueue"); /* Build program */ cl_program clProgram = clCreateProgramWithSource(clContext, 1, &source, sourceSize, &clStatus); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clCreateProgramWithSource"); clStatus = clBuildProgram(clProgram, 1, &device->oclDeviceID, buildOption, nullptr, nullptr); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clBuildProgram"); if (CL_SUCCESS != clStatus) { /* Build program failed */ size_t length; char* buildLog; clStatus = clGetProgramBuildInfo(clProgram, device->oclDeviceID, CL_PROGRAM_BUILD_LOG, 0, nullptr, &length); buildLog = static_cast(malloc(length)); clGetProgramBuildInfo(clProgram, device->oclDeviceID, CL_PROGRAM_BUILD_LOG, length, buildLog, &length); SAL_INFO("opencl.device", "Build Errors:\n" << buildLog); free(buildLog); device->score = static_cast(new LibreOfficeDeviceScore); static_cast(device->score)->fTime = DBL_MAX; static_cast(device->score)->bNoCLErrors = false; } else { /* Build program succeeded */ timer kernelTime; timerStart(&kernelTime); /* Run kernel */ LibreOfficeDeviceEvaluationIO* testData = static_cast(evalData); cl_kernel clKernel = clCreateKernel(clProgram, "DynamicKernel", &clStatus); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clCreateKernel"); cl_mem clResult = clCreateBuffer(clContext, CL_MEM_WRITE_ONLY | CL_MEM_USE_HOST_PTR, sizeof(cl_double) * testData->outputSize, &testData->output[0], &clStatus); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clCreateBuffer::clResult"); cl_mem clInput0 = clCreateBuffer(clContext, CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, sizeof(cl_double) * testData->inputSize, &testData->input0[0], &clStatus); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clCreateBuffer::clInput0"); cl_mem clInput1 = clCreateBuffer(clContext, CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, sizeof(cl_double) * testData->inputSize, &testData->input1[0], &clStatus); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clCreateBuffer::clInput1"); cl_mem clInput2 = clCreateBuffer(clContext, CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, sizeof(cl_double) * testData->inputSize, &testData->input2[0], &clStatus); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clCreateBuffer::clInput2"); cl_mem clInput3 = clCreateBuffer(clContext, CL_MEM_READ_ONLY | CL_MEM_USE_HOST_PTR, sizeof(cl_double) * testData->inputSize, &testData->input3[0], &clStatus); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clCreateBuffer::clInput3"); clStatus = clSetKernelArg(clKernel, 0, sizeof(cl_mem), static_cast(&clResult)); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clSetKernelArg::clResult"); clStatus = clSetKernelArg(clKernel, 1, sizeof(cl_mem), static_cast(&clInput0)); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clSetKernelArg::clInput0"); clStatus = clSetKernelArg(clKernel, 2, sizeof(cl_mem), static_cast(&clInput1)); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clSetKernelArg::clInput1"); clStatus = clSetKernelArg(clKernel, 3, sizeof(cl_mem), static_cast(&clInput2)); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clSetKernelArg::clInput2"); clStatus = clSetKernelArg(clKernel, 4, sizeof(cl_mem), static_cast(&clInput3)); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clSetKernelArg::clInput3"); size_t globalWS[1] = { testData->outputSize }; size_t localSize[1] = { 64 }; clStatus = clEnqueueNDRangeKernel(clQueue, clKernel, 1, nullptr, globalWS, localSize, 0, nullptr, nullptr); DS_CHECK_STATUS(clStatus, "evaluateScoreForDevice::clEnqueueNDRangeKernel"); clFinish(clQueue); clReleaseMemObject(clInput3); clReleaseMemObject(clInput2); clReleaseMemObject(clInput1); clReleaseMemObject(clInput0); clReleaseMemObject(clResult); clReleaseKernel(clKernel); device->score = static_cast(new LibreOfficeDeviceScore); static_cast(device->score)->fTime = timerCurrent(&kernelTime); static_cast(device->score)->bNoCLErrors = true; } clReleaseProgram(clProgram); clReleaseCommandQueue(clQueue); clReleaseContext(clContext); } } else { /* Evaluating an Native CPU device */ SAL_INFO("opencl.device", "Device: \"CPU\" (Native) evaluation..."); timer kernelTime; timerStart(&kernelTime); LibreOfficeDeviceEvaluationIO* testData = static_cast(evalData); for (unsigned long j = 0; j < testData->outputSize; j++) { double fAverage = 0.0f; double fMin = DBL_MAX; double fSoP = 0.0f; for (unsigned long i = 0; i < testData->inputSize; i++) { fAverage += testData->input0[i]; fMin = ((fMin < testData->input1[i]) ? fMin : testData->input1[i]); fSoP += testData->input2[i] * testData->input3[i]; } fAverage /= testData->inputSize; testData->output[j] = fAverage + (fMin * fSoP); } // InterpretTail - the S/W fallback is nothing like as efficient // as any good openCL implementation: no SIMD, tons of branching // in the inner loops etc. Generously characterise it as only 10x // slower than the above. float fInterpretTailFactor = 10.0; device->score = static_cast(new LibreOfficeDeviceScore); static_cast(device->score)->fTime = timerCurrent(&kernelTime); static_cast(device->score)->bNoCLErrors = true; static_cast(device->score)->fTime *= fInterpretTailFactor; } return DS_SUCCESS; } /* Pick best device */ ds_status pickBestDevice(ds_profile* profile, int* bestDeviceIdx) { double bestScore = DBL_MAX; *bestDeviceIdx = -1; for (unsigned int d = 0; d < profile->numDevices; d++) { ds_device device = profile->devices[d]; LibreOfficeDeviceScore *pScore = static_cast(device.score); // Check blacklist and whitelist for actual devices if (device.type == DS_DEVICE_OPENCL_DEVICE) { // There is a silly impedance mismatch here. Why do we // need two different ways to describe an OpenCL platform // and an OpenCL device driver? OpenCLPlatformInfo aPlatform; OpenCLDeviceInfo aDevice; // We know that only the below fields are used by checkForKnownBadCompilers() aPlatform.maVendor = OUString(device.oclPlatformVendor, strlen(device.oclPlatformVendor), RTL_TEXTENCODING_UTF8); aDevice.maName = OUString(device.oclDeviceName, strlen(device.oclDeviceName), RTL_TEXTENCODING_UTF8); aDevice.maDriver = OUString(device.oclDriverVersion, strlen(device.oclDriverVersion), RTL_TEXTENCODING_UTF8); // If blacklisted or not whitelisted, ignore it if (OpenCLConfig::get().checkImplementation(aPlatform, aDevice)) { SAL_INFO("opencl.device", "Device[" << d << "] " << device.oclDeviceName << " is blacklisted or not whitelisted"); pScore->fTime = DBL_MAX; pScore->bNoCLErrors = true; } } double fScore = DBL_MAX; if (pScore) { fScore = pScore->fTime; } else { SAL_INFO("opencl.device", "Unusual null score"); } if (DS_DEVICE_OPENCL_DEVICE == device.type) { SAL_INFO("opencl.device", "Device[" << d << "] " << device.oclDeviceName << " (OpenCL) score is " << fScore); } else { SAL_INFO("opencl.device", "Device[" << d << "] CPU (Native) score is " << fScore); } if (fScore < bestScore) { bestScore = fScore; *bestDeviceIdx = d; } } if (DS_DEVICE_OPENCL_DEVICE == profile->devices[*bestDeviceIdx].type) { SAL_INFO("opencl.device", "Selected Device[" << *bestDeviceIdx << "]: " << profile->devices[*bestDeviceIdx].oclDeviceName << "(OpenCL)."); } else { SAL_INFO("opencl.device", "Selected Device[" << *bestDeviceIdx << "]: CPU (Native)."); } return DS_SUCCESS; } /* Return device ID for matching device name */ int matchDevice(ds_profile* profile, char* deviceName) { int deviceMatch = -1; for (unsigned int d = 0; d < profile->numDevices - 1; d++) { if ((std::string(profile->devices[d].oclDeviceName)).find(deviceName) != std::string::npos) deviceMatch = d; } if (std::string("NATIVE_CPU").find(deviceName) != std::string::npos) deviceMatch = profile->numDevices - 1; return deviceMatch; } /*************************************************************************/ /* EXTERNAL FUNCTIONS */ /*************************************************************************/ ds_device getDeviceSelection(const char* sProfilePath, bool bForceSelection) { /* Run only if device is not yet selected */ if (!bIsDeviceSelected || bForceSelection) { /* Setup */ ds_profile* profile = nullptr; initDSProfile(&profile, "LibreOffice v0.1"); if (!profile) { // failed to initialize profile. selectedDevice.type = DS_DEVICE_NATIVE_CPU; return selectedDevice; } /* Try reading scores from file */ std::string tmpStr(sProfilePath); const char* fileName = tmpStr.append("sc_opencl_device_profile.dat").c_str(); ds_status status; if (!bForceSelection) { status = readProfileFromFile(profile, deserializeScore, fileName); } else { status = DS_INVALID_PROFILE; SAL_INFO("opencl.device", "Performing forced profiling."); } if (DS_SUCCESS != status) { if (!bForceSelection) { SAL_INFO("opencl.device", "Profile file not available (" << fileName << "); performing profiling."); } /* Populate input data for micro-benchmark */ std::unique_ptr testData(new LibreOfficeDeviceEvaluationIO); testData->inputSize = INPUTSIZE; testData->outputSize = OUTPUTSIZE; testData->input0.resize(testData->inputSize); testData->input1.resize(testData->inputSize); testData->input2.resize(testData->inputSize); testData->input3.resize(testData->inputSize); testData->output.resize(testData->outputSize); populateInput(testData.get()); /* Perform evaluations */ unsigned int numUpdates; status = profileDevices(profile, DS_EVALUATE_ALL, evaluateScoreForDevice, static_cast(testData.get()), &numUpdates); if (DS_SUCCESS == status) { /* Write scores to file */ status = writeProfileToFile(profile, serializeScore, fileName); if (DS_SUCCESS == status) { SAL_INFO("opencl.device", "Scores written to file (" << fileName << ")."); } else { SAL_INFO("opencl.device", "Error saving scores to file (" << fileName << "); scores not written to file."); } } else { SAL_INFO("opencl.device", "Unable to evaluate performance; scores not written to file."); } } else { SAL_INFO("opencl.device", "Profile read from file (" << fileName << ")."); } /* Pick best device */ int bestDeviceIdx; pickBestDevice(profile, &bestDeviceIdx); /* Override if necessary */ char* overrideDeviceStr = getenv("SC_OPENCL_DEVICE_OVERRIDE"); if (nullptr != overrideDeviceStr) { int overrideDeviceIdx = matchDevice(profile, overrideDeviceStr); if (-1 != overrideDeviceIdx) { SAL_INFO("opencl.device", "Overriding Device Selection (SC_OPENCL_DEVICE_OVERRIDE=" << overrideDeviceStr << ")."); bestDeviceIdx = overrideDeviceIdx; if (DS_DEVICE_OPENCL_DEVICE == profile->devices[bestDeviceIdx].type) { SAL_INFO("opencl.device", "Selected Device[" << bestDeviceIdx << "]: " << profile->devices[bestDeviceIdx].oclDeviceName << " (OpenCL)."); } else { SAL_INFO("opencl.device", "Selected Device[" << bestDeviceIdx << "]: CPU (Native)."); } } else { SAL_INFO("opencl.device", "Ignoring invalid SC_OPENCL_DEVICE_OVERRIDE=" << overrideDeviceStr << ")."); } } /* Final device selection */ selectedDevice = profile->devices[bestDeviceIdx]; bIsDeviceSelected = true; /* Release profile */ releaseDSProfile(profile, releaseScore); } return selectedDevice; } } /* vim:set shiftwidth=4 softtabstop=4 expandtab: */