/* Common utilities for CUDA code. */ #ifndef CUDA_COMMON_H #define CUDA_COMMON_H #include #include #include #include #include #include // ---------------------------------------------------------------------------- // Global defines and settings // WarpSize is not a compile time constant // Defining here like this possibly allows the compiler to optimize better #define WARP_SIZE 32U // try to make sure that 2 blocks fit on A100/H100 to maximise latency tolerance // this needs to be defines rather than queried to be used for __launch_bounds__ #if __CUDA_ARCH__ == 800 || __CUDA_ARCH__ >= 900 #define MAX_1024_THREADS_BLOCKS 2 #else #define MAX_1024_THREADS_BLOCKS 1 #endif // convenience macro for calculating grid/block dimensions for kernels #define CEIL_DIV(M, N) (((M) + (N)-1) / (N)) // ---------------------------------------------------------------------------- // Error checking // CUDA error checking void inline cudaCheck(cudaError_t error, const char *file, int line) { if (error != cudaSuccess) { printf("[CUDA ERROR] at file %s:%d:\n%s\n", file, line, cudaGetErrorString(error)); exit(EXIT_FAILURE); } }; #define cudaCheck(err) (cudaCheck(err, __FILE__, __LINE__)) // ---------------------------------------------------------------------------- // CUDA Precision settings and defines enum PrecisionMode { PRECISION_FP32, PRECISION_FP16, PRECISION_BF16 }; // Specific configurations based on the enabled precision #if defined(ENABLE_FP32) typedef float floatX; #define PRECISION_MODE PRECISION_FP32 // use fp16 (note: this may require gradient scaler, currently not implemented!) #elif defined(ENABLE_FP16) typedef half floatX; #define PRECISION_MODE PRECISION_FP16 #else // Default to bfloat16 typedef __nv_bfloat16 floatX; #define PRECISION_MODE PRECISION_BF16 #endif // ---------------------------------------------------------------------------- // Load and store with streaming cache hints // Older nvcc does not provide __ldcs and __stcs for bfloat16, despite these // actually just being unsigned shorts. We need to be careful here to only define // our own versions if none already exist, otherwise the compiler will complain. // If not, you easily get "no viable overload" (for sm52) and "function already exists" (sm_80) #if defined(ENABLE_BF16) && (__CUDACC_VER_MAJOR__ < 12) && !((__CUDA_ARCH__ >= 800) || !defined(__CUDA_ARCH__)) __device__ floatX __ldcs(const floatX* address) { unsigned short bf = __ldcs(reinterpret_cast(address)); return __nv_bfloat16_raw{bf}; } __device__ void __stcs(floatX* address, floatX value) { __stcs(reinterpret_cast(address), ((__nv_bfloat16_raw)value).x); } #endif // ---------------------------------------------------------------------------- // Profiler utils class NvtxRange { public: NvtxRange(const char* s) { nvtxRangePush(s); } NvtxRange(const std::string& base_str, int number) { std::string range_string = base_str + " " + std::to_string(number); nvtxRangePush(range_string.c_str()); } ~NvtxRange() { nvtxRangePop(); } }; #define NVTX_RANGE_FN() NvtxRange nvtx_range(__FUNCTION__) #endif // CUDA_COMMON_H