#include #include #include #define CHECK_CU(x) do { CUresult r = x; if (r != CUDA_SUCCESS) { printf("CUDA error %d at line %d\n", r, __LINE__); return 1; } } while(0) int main() { printf("Init...\n"); CHECK_CU(cuInit(0)); CUdevice dev; CHECK_CU(cuDeviceGet(&dev, 0)); CUcontext ctx; CHECK_CU(cuDevicePrimaryCtxRetain(&ctx, dev)); CHECK_CU(cuCtxSetCurrent(ctx)); printf("Loading modules...\n"); CUmodule mod; CHECK_CU(cuModuleLoad(&mod, "conv2d_implicit_gemm.sm_86.cubin")); printf("Getting function...\n"); CUfunction fn; CHECK_CU(cuModuleGetFunction(&fn, mod, "implicit_gemm_conv")); printf("Allocating...\n"); CUdeviceptr dX, dB, dY; CHECK_CU(cuMemAlloc(&dX, 64*64*64*sizeof(float))); CHECK_CU(cuMemAlloc(&dB, 64*9*64*sizeof(__half))); CHECK_CU(cuMemAlloc(&dY, 64*64*64*sizeof(float))); printf("Launching...\n"); int nb=1, h=64, w=64, cin=64, kh=3, kw=3, pad=1, outh=64, outw=64, M=4096, Kdim=576, Cout=64; void* pargs[] = {&dX, &dB, &dY, &nb, &h, &w, &cin, &kh, &kw, &pad, &outh, &outw, &M, &Kdim, &Cout}; CHECK_CU(cuFuncSetAttribute(fn, CU_FUNC_ATTRIBUTE_MAX_DYNAMIC_SHARED_SIZE_BYTES, 8192)); CHECK_CU(cuLaunchKernel(fn, 1,1,1, 128,1,1, 8192, 0, pargs, 0)); printf("Syncing...\n"); CHECK_CU(cuCtxSynchronize()); printf("Done!\n"); return 0; }