#include #include #include int main() { CUresult r; r = cuInit(0); if (r) { printf("cuInit %d\n", r); return 1; } CUdevice dev; r = cuDeviceGet(&dev, 0); if (r) { printf("cuDeviceGet %d\n", r); return 1; } CUcontext ctx; r = cuDevicePrimaryCtxRetain(&ctx, dev); if (r) { printf("cuDevicePrimaryCtxRetain %d\n", r); return 1; } r = cuCtxSetCurrent(ctx); if (r) { printf("cuCtxSetCurrent %d\n", r); return 1; } CUmodule mod; r = cuModuleLoad(&mod, "conv2d_implicit_gemm.sm_86.cubin"); if (r) { printf("cuModuleLoad %d (file not found?)\n", r); return 1; } printf("Loaded OK\n"); CUfunction fn; r = cuModuleGetFunction(&fn, mod, "implicit_gemm_conv"); if (r) { printf("cuModuleGetFunction %d\n", r); return 1; } printf("Function OK\n"); // Small grid test (1 block) — already worked int N=1, H=64, W=64, Cin=64, kH=3, kW=3, pad=1, oH=64, oW=64, M=64, K=576, Cout=64; size_t Xs=N*H*W*Cin, Bs=K*Cout, Ys=M*Cout; CUdeviceptr dX, dB, dY; cuMemAlloc(&dX, Xs*sizeof(float)); cuMemAlloc(&dB, Bs*sizeof(__half)); cuMemAlloc(&dY, Ys*sizeof(float)); void* args[] = {&dX,&dB,&dY,&N,&H,&W,&Cin,&kH,&kW,&pad,&oH,&oW,&M,&K,&Cout}; cuFuncSetAttribute(fn, CU_FUNC_ATTRIBUTE_MAX_DYNAMIC_SHARED_SIZE_BYTES, 8192); printf("Launch 1 block...\n"); cuLaunchKernel(fn, 1,1,1, 128,1,1, 8192,0, args,0); cuCtxSynchronize(); printf("1 block OK\n"); // Larger grid test (64x1) M=4096; cuMemFree(dY); cuMemAlloc(&dY, M*Cout*sizeof(float)); void* args2[] = {&dX,&dB,&dY,&N,&H,&W,&Cin,&kH,&kW,&pad,&oH,&oW,&M,&K,&Cout}; printf("Launch 64x1...\n"); cuLaunchKernel(fn, 64,1,1, 128,1,1, 8192,0, args2,0); cuCtxSynchronize(); printf("64x1 OK\n"); return 0; }