vllm/csrc/quantization/gptq/qdq_util.cuh

/*
Copied from https://github.com/turboderp/exllamav2
*/

#ifndef _qdq_util_cuh
#define _qdq_util_cuh

namespace vllm {
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 vllm
#endif