/* Copied from https://github.com/turboderp/exllamav2 */ #ifndef _qdq_util_cuh #define _qdq_util_cuh namespace aphrodite { namespace gptq { union half2_uint32 { uint32_t as_uint32; half2 as_half2; __device__ half2_uint32(uint32_t val) : as_uint32(val) {} __device__ half2_uint32(half2 val) : as_half2(val) {} }; union half_uint16 { uint16_t as_uint16; half as_half; __device__ half_uint16(uint16_t val) : as_uint16(val) {} __device__ half_uint16(half val) : as_half(val) {} }; // Max_scale premultiplied by 1/256 __forceinline__ __device__ half dq_scale(const int qs, const half max_scale) { int qs_i = qs + 1; half qs_h = __int2half_rn(qs_i * qs_i); qs_h = __hmul(qs_h, max_scale); return qs_h; } __forceinline__ __device__ half dq(const int q, const int qzero, const half scale) { return __hmul(__int2half_rn(q - qzero), scale); } __forceinline__ __device__ half dq_ns(const int q, const int qzero) { //return __hsub(__int2half_rn(q), __int2half_rn(qzero)); return __int2half_rn(q - qzero); } __forceinline__ __device__ int exb(const uint32_t q, const int shift, const int mask) { return (int)((q >> shift) & mask); } __forceinline__ __device__ int exb(const uint32_t q1, const uint32_t q0, const int shift, const int mask) { return (int)(__funnelshift_rc(q0, q1, shift) & mask); } } // namespace gptq } // namespace aphrodite #endif