attention_generic.cuh

#pragma once

#include <stdint.h>

namespace cacheflow {

// A vector type to store Q, K, V elements.
template<typename T, int VEC_SIZE>
struct Vec {};

// A vector type to store FP32 accumulators.
template<typename T>
struct FloatVec {};

// Template vector operations.
template<typename Acc, typename A, typename B>
inline __device__ Acc mul(A a, B b);

template<typename T>
inline __device__ float sum(T v);

template<typename T>
inline __device__ float dot(T a, T b) {
  return sum(mul<T, T, T>(a, b));
}

template<typename A, typename T>
inline __device__ float dot(T a, T b) {
  return sum(mul<A, T, T>(a, b));
}

template<typename T>
inline __device__ void zero(T& dst) {
  constexpr int WORDS = sizeof(T) / 4;
  union {
    T raw;
    uint32_t words[WORDS];
  } tmp;

#pragma unroll
  for (int ii = 0; ii < WORDS; ++ii) {
    tmp.words[ii] = 0u;
  }
  dst = tmp.raw;
}

} // namespace cacheflow