1*c9c2c079SJeremy L Thompson // Copyright (c) 2017-2022, Lawrence Livermore National Security, LLC and other CEED contributors. 2*c9c2c079SJeremy L Thompson // All Rights Reserved. See the top-level LICENSE and NOTICE files for details. 3*c9c2c079SJeremy L Thompson // 4*c9c2c079SJeremy L Thompson // SPDX-License-Identifier: BSD-2-Clause 5*c9c2c079SJeremy L Thompson // 6*c9c2c079SJeremy L Thompson // This file is part of CEED: http://github.com/ceed 7*c9c2c079SJeremy L Thompson 8*c9c2c079SJeremy L Thompson #include <ceed/ceed.h> 9*c9c2c079SJeremy L Thompson #include <ceed/backend.h> 10*c9c2c079SJeremy L Thompson #include <ceed/jit-tools.h> 11*c9c2c079SJeremy L Thompson #include <cuda.h> 12*c9c2c079SJeremy L Thompson #include <cuda_runtime.h> 13*c9c2c079SJeremy L Thompson #include <nvrtc.h> 14*c9c2c079SJeremy L Thompson #include <sstream> 15*c9c2c079SJeremy L Thompson #include <stdarg.h> 16*c9c2c079SJeremy L Thompson #include <string.h> 17*c9c2c079SJeremy L Thompson #include "ceed-cuda-common.h" 18*c9c2c079SJeremy L Thompson #include "ceed-cuda-compile.h" 19*c9c2c079SJeremy L Thompson 20*c9c2c079SJeremy L Thompson #define CeedChk_Nvrtc(ceed, x) \ 21*c9c2c079SJeremy L Thompson do { \ 22*c9c2c079SJeremy L Thompson nvrtcResult result = static_cast<nvrtcResult>(x); \ 23*c9c2c079SJeremy L Thompson if (result != NVRTC_SUCCESS) \ 24*c9c2c079SJeremy L Thompson return CeedError((ceed), CEED_ERROR_BACKEND, nvrtcGetErrorString(result)); \ 25*c9c2c079SJeremy L Thompson } while (0) 26*c9c2c079SJeremy L Thompson 27*c9c2c079SJeremy L Thompson //------------------------------------------------------------------------------ 28*c9c2c079SJeremy L Thompson // Compile CUDA kernel 29*c9c2c079SJeremy L Thompson //------------------------------------------------------------------------------ 30*c9c2c079SJeremy L Thompson int CeedCompileCuda(Ceed ceed, const char *source, CUmodule *module, 31*c9c2c079SJeremy L Thompson const CeedInt num_defines, ...) { 32*c9c2c079SJeremy L Thompson int ierr; 33*c9c2c079SJeremy L Thompson cudaFree(0); // Make sure a Context exists for nvrtc 34*c9c2c079SJeremy L Thompson nvrtcProgram prog; 35*c9c2c079SJeremy L Thompson 36*c9c2c079SJeremy L Thompson std::ostringstream code; 37*c9c2c079SJeremy L Thompson 38*c9c2c079SJeremy L Thompson // Get kernel specific options, such as kernel constants 39*c9c2c079SJeremy L Thompson if (num_defines > 0) { 40*c9c2c079SJeremy L Thompson va_list args; 41*c9c2c079SJeremy L Thompson va_start(args, num_defines); 42*c9c2c079SJeremy L Thompson char *name; 43*c9c2c079SJeremy L Thompson int val; 44*c9c2c079SJeremy L Thompson for (int i = 0; i < num_defines; i++) { 45*c9c2c079SJeremy L Thompson name = va_arg(args, char *); 46*c9c2c079SJeremy L Thompson val = va_arg(args, int); 47*c9c2c079SJeremy L Thompson code << "#define " << name << " " << val << "\n"; 48*c9c2c079SJeremy L Thompson } 49*c9c2c079SJeremy L Thompson va_end(args); 50*c9c2c079SJeremy L Thompson } 51*c9c2c079SJeremy L Thompson 52*c9c2c079SJeremy L Thompson // Standard libCEED definitions for CUDA backends 53*c9c2c079SJeremy L Thompson char *jit_defs_path, *jit_defs_source; 54*c9c2c079SJeremy L Thompson ierr = CeedGetJitAbsolutePath(ceed, 55*c9c2c079SJeremy L Thompson "ceed/jit-source/cuda/cuda-jit.h", 56*c9c2c079SJeremy L Thompson &jit_defs_path); CeedChkBackend(ierr); 57*c9c2c079SJeremy L Thompson ierr = CeedLoadSourceToBuffer(ceed, jit_defs_path, &jit_defs_source); 58*c9c2c079SJeremy L Thompson CeedChkBackend(ierr); 59*c9c2c079SJeremy L Thompson code << jit_defs_source; 60*c9c2c079SJeremy L Thompson code << "\n\n"; 61*c9c2c079SJeremy L Thompson ierr = CeedFree(&jit_defs_path); CeedChkBackend(ierr); 62*c9c2c079SJeremy L Thompson ierr = CeedFree(&jit_defs_source); CeedChkBackend(ierr); 63*c9c2c079SJeremy L Thompson 64*c9c2c079SJeremy L Thompson // Non-macro options 65*c9c2c079SJeremy L Thompson const int num_opts = 3; 66*c9c2c079SJeremy L Thompson const char *opts[num_opts]; 67*c9c2c079SJeremy L Thompson opts[0] = "-default-device"; 68*c9c2c079SJeremy L Thompson struct cudaDeviceProp prop; 69*c9c2c079SJeremy L Thompson Ceed_Cuda *ceed_data; 70*c9c2c079SJeremy L Thompson ierr = CeedGetData(ceed, &ceed_data); CeedChkBackend(ierr); 71*c9c2c079SJeremy L Thompson ierr = cudaGetDeviceProperties(&prop, ceed_data->device_id); 72*c9c2c079SJeremy L Thompson CeedChk_Cu(ceed, ierr); 73*c9c2c079SJeremy L Thompson std::string arch_arg = "-arch=compute_" + std::to_string(prop.major) + std::to_string(prop.minor); 74*c9c2c079SJeremy L Thompson opts[1] = arch_arg.c_str(); 75*c9c2c079SJeremy L Thompson opts[2] = "-Dint32_t=int"; 76*c9c2c079SJeremy L Thompson 77*c9c2c079SJeremy L Thompson // Add string source argument provided in call 78*c9c2c079SJeremy L Thompson code << source; 79*c9c2c079SJeremy L Thompson 80*c9c2c079SJeremy L Thompson // Create Program 81*c9c2c079SJeremy L Thompson CeedChk_Nvrtc(ceed, nvrtcCreateProgram(&prog, code.str().c_str(), NULL, 0, NULL, NULL)); 82*c9c2c079SJeremy L Thompson 83*c9c2c079SJeremy L Thompson // Compile kernel 84*c9c2c079SJeremy L Thompson nvrtcResult result = nvrtcCompileProgram(prog, num_opts, opts); 85*c9c2c079SJeremy L Thompson if (result != NVRTC_SUCCESS) { 86*c9c2c079SJeremy L Thompson size_t log_size; 87*c9c2c079SJeremy L Thompson CeedChk_Nvrtc(ceed, nvrtcGetProgramLogSize(prog, &log_size)); 88*c9c2c079SJeremy L Thompson char *log; 89*c9c2c079SJeremy L Thompson ierr = CeedMalloc(log_size, &log); CeedChkBackend(ierr); 90*c9c2c079SJeremy L Thompson CeedChk_Nvrtc(ceed, nvrtcGetProgramLog(prog, log)); 91*c9c2c079SJeremy L Thompson return CeedError(ceed, CEED_ERROR_BACKEND, "%s\n%s", 92*c9c2c079SJeremy L Thompson nvrtcGetErrorString(result), log); 93*c9c2c079SJeremy L Thompson } 94*c9c2c079SJeremy L Thompson 95*c9c2c079SJeremy L Thompson size_t ptx_size; 96*c9c2c079SJeremy L Thompson CeedChk_Nvrtc(ceed, nvrtcGetPTXSize(prog, &ptx_size)); 97*c9c2c079SJeremy L Thompson char *ptx; 98*c9c2c079SJeremy L Thompson ierr = CeedMalloc(ptx_size, &ptx); CeedChkBackend(ierr); 99*c9c2c079SJeremy L Thompson CeedChk_Nvrtc(ceed, nvrtcGetPTX(prog, ptx)); 100*c9c2c079SJeremy L Thompson CeedChk_Nvrtc(ceed, nvrtcDestroyProgram(&prog)); 101*c9c2c079SJeremy L Thompson 102*c9c2c079SJeremy L Thompson CeedChk_Cu(ceed, cuModuleLoadData(module, ptx)); 103*c9c2c079SJeremy L Thompson ierr = CeedFree(&ptx); CeedChkBackend(ierr); 104*c9c2c079SJeremy L Thompson return CEED_ERROR_SUCCESS; 105*c9c2c079SJeremy L Thompson } 106*c9c2c079SJeremy L Thompson 107*c9c2c079SJeremy L Thompson //------------------------------------------------------------------------------ 108*c9c2c079SJeremy L Thompson // Get CUDA kernel 109*c9c2c079SJeremy L Thompson //------------------------------------------------------------------------------ 110*c9c2c079SJeremy L Thompson int CeedGetKernelCuda(Ceed ceed, CUmodule module, const char *name, 111*c9c2c079SJeremy L Thompson CUfunction *kernel) { 112*c9c2c079SJeremy L Thompson CeedChk_Cu(ceed, cuModuleGetFunction(kernel, module, name)); 113*c9c2c079SJeremy L Thompson return CEED_ERROR_SUCCESS; 114*c9c2c079SJeremy L Thompson } 115*c9c2c079SJeremy L Thompson 116*c9c2c079SJeremy L Thompson // Run kernel with block size selected automatically based on the kernel (which 117*c9c2c079SJeremy L Thompson // may use enough registers to require a smaller block size than the hardware is 118*c9c2c079SJeremy L Thompson // capable). 119*c9c2c079SJeremy L Thompson int CeedRunKernelAutoblockCuda(Ceed ceed, CUfunction kernel, size_t points, 120*c9c2c079SJeremy L Thompson void **args) { 121*c9c2c079SJeremy L Thompson int min_grid_size, max_block_size; 122*c9c2c079SJeremy L Thompson CeedChk_Cu(ceed, cuOccupancyMaxPotentialBlockSize(&min_grid_size, 123*c9c2c079SJeremy L Thompson &max_block_size, kernel, NULL, 0, 0x10000)); 124*c9c2c079SJeremy L Thompson CeedChkBackend(CeedRunKernelCuda(ceed, kernel, CeedDivUpInt(points, 125*c9c2c079SJeremy L Thompson max_block_size), max_block_size, args)); 126*c9c2c079SJeremy L Thompson return 0; 127*c9c2c079SJeremy L Thompson } 128*c9c2c079SJeremy L Thompson 129*c9c2c079SJeremy L Thompson //------------------------------------------------------------------------------ 130*c9c2c079SJeremy L Thompson // Run CUDA kernel 131*c9c2c079SJeremy L Thompson //------------------------------------------------------------------------------ 132*c9c2c079SJeremy L Thompson int CeedRunKernelCuda(Ceed ceed, CUfunction kernel, const int grid_size, 133*c9c2c079SJeremy L Thompson const int block_size, void **args) { 134*c9c2c079SJeremy L Thompson CeedChkBackend(CeedRunKernelDimSharedCuda(ceed, kernel, grid_size, 135*c9c2c079SJeremy L Thompson block_size, 1, 1, 0, args)); 136*c9c2c079SJeremy L Thompson return CEED_ERROR_SUCCESS; 137*c9c2c079SJeremy L Thompson } 138*c9c2c079SJeremy L Thompson 139*c9c2c079SJeremy L Thompson //------------------------------------------------------------------------------ 140*c9c2c079SJeremy L Thompson // Run CUDA kernel for spatial dimension 141*c9c2c079SJeremy L Thompson //------------------------------------------------------------------------------ 142*c9c2c079SJeremy L Thompson int CeedRunKernelDimCuda(Ceed ceed, CUfunction kernel, const int grid_size, 143*c9c2c079SJeremy L Thompson const int block_size_x, const int block_size_y, 144*c9c2c079SJeremy L Thompson const int block_size_z, void **args) { 145*c9c2c079SJeremy L Thompson CeedChkBackend(CeedRunKernelDimSharedCuda(ceed, kernel, grid_size, 146*c9c2c079SJeremy L Thompson block_size_x, block_size_y, block_size_z, 147*c9c2c079SJeremy L Thompson 0, args)); 148*c9c2c079SJeremy L Thompson return CEED_ERROR_SUCCESS; 149*c9c2c079SJeremy L Thompson } 150*c9c2c079SJeremy L Thompson 151*c9c2c079SJeremy L Thompson //------------------------------------------------------------------------------ 152*c9c2c079SJeremy L Thompson // Run CUDA kernel for spatial dimension with sharde memory 153*c9c2c079SJeremy L Thompson //------------------------------------------------------------------------------ 154*c9c2c079SJeremy L Thompson int CeedRunKernelDimSharedCuda(Ceed ceed, CUfunction kernel, 155*c9c2c079SJeremy L Thompson const int grid_size, const int block_size_x, 156*c9c2c079SJeremy L Thompson const int block_size_y, const int block_size_z, 157*c9c2c079SJeremy L Thompson const int shared_mem_size, void **args) { 158*c9c2c079SJeremy L Thompson CUresult result = cuLaunchKernel(kernel, grid_size, 1, 1, 159*c9c2c079SJeremy L Thompson block_size_x, block_size_y, block_size_z, 160*c9c2c079SJeremy L Thompson shared_mem_size, NULL, args, NULL); 161*c9c2c079SJeremy L Thompson if (result == CUDA_ERROR_LAUNCH_OUT_OF_RESOURCES) { 162*c9c2c079SJeremy L Thompson int max_threads_per_block, shared_size_bytes, num_regs; 163*c9c2c079SJeremy L Thompson cuFuncGetAttribute(&max_threads_per_block, 164*c9c2c079SJeremy L Thompson CU_FUNC_ATTRIBUTE_MAX_THREADS_PER_BLOCK, kernel); 165*c9c2c079SJeremy L Thompson cuFuncGetAttribute(&shared_size_bytes, CU_FUNC_ATTRIBUTE_SHARED_SIZE_BYTES, 166*c9c2c079SJeremy L Thompson kernel); 167*c9c2c079SJeremy L Thompson cuFuncGetAttribute(&num_regs, CU_FUNC_ATTRIBUTE_NUM_REGS, kernel); 168*c9c2c079SJeremy L Thompson return CeedError(ceed, CEED_ERROR_BACKEND, 169*c9c2c079SJeremy L Thompson "CUDA_ERROR_LAUNCH_OUT_OF_RESOURCES: max_threads_per_block %d on block size (%d,%d,%d), shared_size %d, num_regs %d", 170*c9c2c079SJeremy L Thompson max_threads_per_block, block_size_x, block_size_y, block_size_z, 171*c9c2c079SJeremy L Thompson shared_size_bytes, num_regs); 172*c9c2c079SJeremy L Thompson } else CeedChk_Cu(ceed, result); 173*c9c2c079SJeremy L Thompson return CEED_ERROR_SUCCESS; 174*c9c2c079SJeremy L Thompson } 175*c9c2c079SJeremy L Thompson 176*c9c2c079SJeremy L Thompson //------------------------------------------------------------------------------ 177