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37 * \brief Define infrastructure for OpenCL JIT compilation for Gromacs
39 * \author Dimitrios Karkoulis <dimitris.karkoulis@gmail.com>
40 * \author Anca Hamuraru <anca@streamcomputing.eu>
41 * \author Teemu Virolainen <teemu@streamcomputing.eu>
42 * \author Mark Abraham <mark.j.abraham@gmail.com>
47 #include "ocl_compiler.h"
57 #include "gromacs/gpu_utils/oclutils.h"
58 #include "gromacs/utility/cstringutil.h"
59 #include "gromacs/utility/exceptions.h"
60 #include "gromacs/utility/gmxassert.h"
61 #include "gromacs/utility/path.h"
62 #include "gromacs/utility/programcontext.h"
63 #include "gromacs/utility/smalloc.h"
64 #include "gromacs/utility/stringutil.h"
65 #include "gromacs/utility/textreader.h"
66 #include "gromacs/utility/unique_cptr.h"
68 #include "ocl_caching.h"
75 /*! \brief True if OpenCL binary caching is enabled.
77 * Currently caching is disabled by default unless the env var override
78 * is used until we resolve concurrency issues. */
79 static bool useBuildCache = getenv("GMX_OCL_GENCACHE") != nullptr;
81 /*! \brief Handles writing the OpenCL JIT compilation log to \c fplog.
83 * If \c fplog is non-null and either the GMX_OCL_DUMP_LOG environment
84 * variable is set or the compilation failed, then the OpenCL
85 * compilation log is written.
87 * \param fplog Open file pointer to log file
88 * \param program OpenCL program that was compiled
89 * \param deviceId Id of the device for which compilation took place
90 * \param kernelFilename File name containing the kernel
91 * \param preprocessorOptions String containing the preprocessor command-line options used for the
92 * build \param buildFailed Whether the OpenCL build succeeded
94 * \throws std::bad_alloc if out of memory */
95 static void writeOclBuildLog(FILE* fplog,
97 cl_device_id deviceId,
98 const std::string& kernelFilename,
99 const std::string& preprocessorOptions,
102 bool writeOutput = ((fplog != nullptr) && (buildFailed || (getenv("GMX_OCL_DUMP_LOG") != nullptr)));
109 // Get build log string size
112 clGetProgramBuildInfo(program, deviceId, CL_PROGRAM_BUILD_LOG, 0, nullptr, &buildLogSize);
113 if (cl_error != CL_SUCCESS)
115 GMX_THROW(InternalError("Could not get OpenCL program build log size, error was "
116 + ocl_get_error_string(cl_error)));
119 char* buildLog = nullptr;
120 unique_cptr<char> buildLogGuard;
121 if (buildLogSize != 0)
123 /* Allocate memory to fit the build log,
124 it can be very large in case of errors */
125 snew(buildLog, buildLogSize);
126 buildLogGuard.reset(buildLog);
128 /* Get the actual compilation log */
129 cl_error = clGetProgramBuildInfo(
130 program, deviceId, CL_PROGRAM_BUILD_LOG, buildLogSize, buildLog, nullptr);
131 if (cl_error != CL_SUCCESS)
133 GMX_THROW(InternalError("Could not get OpenCL program build log, error was "
134 + ocl_get_error_string(cl_error)));
141 message += "Compilation of source file " + kernelFilename + " failed!\n";
145 message += "Compilation of source file " + kernelFilename + " was successful!\n";
147 message += "-- Used build options: " + preprocessorOptions + "\n";
148 message += "--------------LOG START---------------\n";
150 message += "---------------LOG END----------------\n";
153 fputs(message.c_str(), fplog);
156 /*! \brief Construct compiler options string
158 * \param deviceVendor Device vendor. Used to automatically enable some
159 * vendor-specific options.
160 * \return The string with the compiler options
162 static std::string selectCompilerOptions(DeviceVendor deviceVendor)
164 std::string compilerOptions;
166 if (getenv("GMX_OCL_NOOPT"))
168 compilerOptions += " -cl-opt-disable";
171 /* Fastmath improves performance on all supported arch */
172 if (getenv("GMX_OCL_DISABLE_FASTMATH") == nullptr)
174 compilerOptions += " -cl-fast-relaxed-math";
176 // Hint to the compiler that it can flush denorms to zero.
177 // In CUDA this is triggered by the -use_fast_math flag, equivalent with
178 // -cl-fast-relaxed-math, hence the inclusion on the conditional block.
179 compilerOptions += " -cl-denorms-are-zero";
182 if ((deviceVendor == DeviceVendor::Nvidia) && getenv("GMX_OCL_VERBOSE"))
184 compilerOptions += " -cl-nv-verbose";
187 if ((deviceVendor == DeviceVendor::Amd) && getenv("GMX_OCL_DUMP_INTERM_FILES"))
189 /* To dump OpenCL build intermediate files, caching must be off */
192 compilerOptions += " -save-temps";
196 if (getenv("GMX_OCL_DEBUG"))
198 compilerOptions += " -g";
201 return compilerOptions;
204 /*! \brief Get the path to the folder storing an OpenCL source file.
206 * By default, this function constructs the full path to the OpenCL from
207 * the known location of the binary that is running, so that we handle
208 * both in-source and installed builds. The user can override this
209 * behavior by defining GMX_OCL_FILE_PATH environment variable.
211 * \param[in] sourceRelativePath Relative path to the kernel or other file in the source tree,
212 * from src, e.g. "gromacs/mdlib/nbnxn_ocl" for NB kernels.
213 * \return OS-normalized path string to the folder storing OpenCL source file
215 * \throws std::bad_alloc if out of memory.
216 * FileIOError if GMX_OCL_FILE_PATH does not specify a readable path
218 static std::string getSourceRootPath(const std::string& sourceRelativePath)
220 std::string sourceRootPath;
221 /* Use GMX_OCL_FILE_PATH if the user has defined it */
222 const char* gmxOclFilePath = getenv("GMX_OCL_FILE_PATH");
224 if (gmxOclFilePath == nullptr)
226 /* Normal way of getting ocl_root_dir. First get the right
227 root path from the path to the binary that is running. */
228 InstallationPrefixInfo info = getProgramContext().installationPrefix();
229 std::string dataPathSuffix = (info.bSourceLayout ? "src" : GMX_INSTALL_OCLDIR);
230 sourceRootPath = Path::join(info.path, dataPathSuffix, sourceRelativePath);
234 if (!Directory::exists(gmxOclFilePath))
236 GMX_THROW(FileIOError(
237 formatString("GMX_OCL_FILE_PATH must point to the directory where OpenCL"
238 "kernels are found, but '%s' does not exist",
241 sourceRootPath = Path::join(gmxOclFilePath, sourceRelativePath);
244 // Make sure we return an OS-correct path format
245 return Path::normalize(sourceRootPath);
248 size_t getKernelWarpSize(cl_kernel kernel, cl_device_id deviceId)
251 cl_int cl_error = clGetKernelWorkGroupInfo(
252 kernel, deviceId, CL_KERNEL_PREFERRED_WORK_GROUP_SIZE_MULTIPLE, sizeof(warpSize), &warpSize, nullptr);
253 if (cl_error != CL_SUCCESS)
255 GMX_THROW(InternalError("Could not query OpenCL preferred workgroup size, error was "
256 + ocl_get_error_string(cl_error)));
260 GMX_THROW(InternalError(formatString("Invalid OpenCL warp size encountered")));
265 size_t getDeviceWarpSize(cl_context context, cl_device_id deviceId)
268 const char* warpSizeKernel =
269 "__kernel void test(__global int* test){test[get_local_id(0)] = 0;}";
270 cl_program program = clCreateProgramWithSource(context, 1, &warpSizeKernel, nullptr, &cl_error);
271 if (cl_error != CL_SUCCESS)
273 GMX_THROW(InternalError("Could not create OpenCL program to determine warp size, error was "
274 + ocl_get_error_string(cl_error)));
277 cl_error = clBuildProgram(program, 0, nullptr, nullptr, nullptr, nullptr);
278 if (cl_error != CL_SUCCESS)
280 GMX_THROW(InternalError("Could not build OpenCL program to determine warp size, error was "
281 + ocl_get_error_string(cl_error)));
284 cl_kernel kernel = clCreateKernel(program, "test", &cl_error);
285 if (cl_error != CL_SUCCESS)
287 GMX_THROW(InternalError("Could not create OpenCL kernel to determine warp size, error was "
288 + ocl_get_error_string(cl_error)));
291 size_t warpSize = getKernelWarpSize(kernel, deviceId);
293 cl_error = clReleaseKernel(kernel);
294 if (cl_error != CL_SUCCESS)
296 GMX_THROW(InternalError("Could not release OpenCL warp-size kernel, error was "
297 + ocl_get_error_string(cl_error)));
299 cl_error = clReleaseProgram(program);
300 if (cl_error != CL_SUCCESS)
302 GMX_THROW(InternalError("Could not release OpenCL warp-size program, error was "
303 + ocl_get_error_string(cl_error)));
309 /*! \brief Select a compilation-line define for a vendor-specific kernel choice from vendor id
311 * \param[in] deviceVendor Vendor id enumerator
313 * \return The appropriate compilation-line define
315 static std::string makeVendorFlavorChoice(DeviceVendor deviceVendor)
317 switch (deviceVendor)
319 case DeviceVendor::Amd: return "-D_AMD_SOURCE_";
320 case DeviceVendor::Nvidia: return "-D_NVIDIA_SOURCE_";
321 case DeviceVendor::Intel: return "-D_INTEL_SOURCE_";
326 /*! \brief Create include paths for kernel sources.
328 * All OpenCL kernel files are expected to be stored in one single folder.
330 * \throws std::bad_alloc if out of memory.
332 static std::string makeKernelIncludePathOption(const std::string& unescapedKernelRootPath)
334 std::string includePathOption;
336 /* Apple does not seem to accept the quoted include paths other
337 * OpenCL implementations are happy with. Since the standard still says
338 * it should be quoted, we handle Apple as a special case.
341 includePathOption += "-I";
343 // Prepend all the spaces with a backslash
344 for (std::string::size_type i = 0; i < unescapedKernelRootPath.length(); i++)
346 if (unescapedKernelRootPath[i] == ' ')
348 includePathOption.push_back('\\');
350 includePathOption.push_back(unescapedKernelRootPath[i]);
353 includePathOption += "-I\"" + unescapedKernelRootPath + "\"";
356 return includePathOption;
359 /*! \brief Replace duplicated spaces with a single one in string
361 * Only the first character will be kept for multiple adjacent characters that
362 * are both identical and where the first one returns true for isspace().
364 * \param str String that will be modified.
366 static void removeExtraSpaces(std::string* str)
368 GMX_RELEASE_ASSERT(str != nullptr, "A pointer to an actual string must be provided");
369 std::string::iterator newEnd = std::unique(
370 str->begin(), str->end(), [=](char a, char b) { return isspace(a) != 0 && (a == b); });
371 str->erase(newEnd, str->end());
374 /*! \brief Builds a string with build options for the OpenCL kernels
376 * \throws std::bad_alloc if out of memory. */
377 static std::string makePreprocessorOptions(const std::string& kernelRootPath,
378 const std::string& includeRootPath,
380 DeviceVendor deviceVendor,
381 const std::string& extraDefines)
383 std::string preprocessorOptions;
385 /* Compose the complete build options */
386 preprocessorOptions = formatString("-DWARP_SIZE_TEST=%d", static_cast<int>(warpSize));
387 preprocessorOptions += ' ';
388 preprocessorOptions += makeVendorFlavorChoice(deviceVendor);
389 preprocessorOptions += ' ';
390 preprocessorOptions += extraDefines;
391 preprocessorOptions += ' ';
392 preprocessorOptions += selectCompilerOptions(deviceVendor);
393 preprocessorOptions += ' ';
394 preprocessorOptions += makeKernelIncludePathOption(kernelRootPath);
395 preprocessorOptions += ' ';
396 preprocessorOptions += makeKernelIncludePathOption(includeRootPath);
398 // Mac OS (and maybe some other implementations) does not accept double spaces in options
399 removeExtraSpaces(&preprocessorOptions);
401 return preprocessorOptions;
404 cl_program compileProgram(FILE* fplog,
405 const std::string& kernelRelativePath,
406 const std::string& kernelBaseFilename,
407 const std::string& extraDefines,
409 cl_device_id deviceId,
410 DeviceVendor deviceVendor)
413 // Let the kernel find include files from its module.
414 std::string kernelRootPath = getSourceRootPath(kernelRelativePath);
415 // Let the kernel find include files from other modules.
416 std::string rootPath = getSourceRootPath("");
418 GMX_RELEASE_ASSERT(fplog != nullptr, "Need a valid log file for building OpenCL programs");
420 /* Load OpenCL source files */
421 std::string kernelFilename = Path::join(kernelRootPath, kernelBaseFilename);
423 /* Make the build options */
424 std::string preprocessorOptions = makePreprocessorOptions(
425 kernelRootPath, rootPath, getDeviceWarpSize(context, deviceId), deviceVendor, extraDefines);
427 bool buildCacheWasRead = false;
429 std::string cacheFilename;
432 cacheFilename = makeBinaryCacheFilename(kernelBaseFilename, deviceId);
435 /* Create OpenCL program */
436 cl_program program = nullptr;
439 if (File::exists(cacheFilename, File::returnFalseOnError))
441 /* Check if there's a valid cache available */
444 program = makeProgramFromCache(cacheFilename, context, deviceId);
445 buildCacheWasRead = true;
447 catch (FileIOError& e)
449 // Failing to read from the cache is not a critical error
450 formatExceptionMessageToFile(fplog, e);
453 "OpenCL binary cache file %s is present, will load kernels.\n",
454 cacheFilename.c_str());
459 "No OpenCL binary cache file was present for %s, so will compile kernels "
461 kernelBaseFilename.c_str());
464 if (program == nullptr)
466 // Compile OpenCL program from source
467 std::string kernelSource = TextReader::readFileToString(kernelFilename);
468 if (kernelSource.empty())
470 GMX_THROW(FileIOError("Error loading OpenCL code " + kernelFilename));
472 const char* kernelSourcePtr = kernelSource.c_str();
473 size_t kernelSourceSize = kernelSource.size();
474 /* Create program from source code */
475 program = clCreateProgramWithSource(context, 1, &kernelSourcePtr, &kernelSourceSize, &cl_error);
476 if (cl_error != CL_SUCCESS)
478 GMX_THROW(InternalError("Could not create OpenCL program, error was "
479 + ocl_get_error_string(cl_error)));
483 /* Build the OpenCL program, keeping the status to potentially
484 write to the simulation log file. */
486 clBuildProgram(program, 0, nullptr, preprocessorOptions.c_str(), nullptr, nullptr);
488 /* Write log first, and then throw exception that the user know what is
489 the issue even if the build fails. */
490 writeOclBuildLog(fplog, program, deviceId, kernelFilename, preprocessorOptions, buildStatus != CL_SUCCESS);
492 if (buildStatus != CL_SUCCESS)
494 GMX_THROW(InternalError("Could not build OpenCL program, error was "
495 + ocl_get_error_string(buildStatus)));
500 if (!buildCacheWasRead)
502 /* If OpenCL caching is ON, but the current cache is not
503 valid => update it */
506 writeBinaryToCache(program, cacheFilename);
508 catch (GromacsException& e)
510 // Failing to write the cache is not a critical error
511 formatExceptionMessageToFile(fplog, e);
515 if ((deviceVendor == DeviceVendor::Nvidia) && getenv("GMX_OCL_DUMP_INTERM_FILES"))
517 /* If dumping intermediate files has been requested and this is an NVIDIA card
518 => write PTX to file */
521 cl_error = clGetDeviceInfo(deviceId, CL_DEVICE_NAME, sizeof(buffer), buffer, nullptr);
522 if (cl_error != CL_SUCCESS)
524 GMX_THROW(InternalError("Could not get OpenCL device info, error was "
525 + ocl_get_error_string(cl_error)));
527 std::string ptxFilename = buffer;
528 ptxFilename += ".ptx";
532 writeBinaryToCache(program, ptxFilename);
534 catch (GromacsException& e)
536 // Failing to write the cache is not a critical error
537 formatExceptionMessageToFile(fplog, e);