ai-content-maker/.venv/Lib/site-packages/thinc/backends/_murmur3.cu

//-----------------------------------------------------------------------------
// MurmurHash3 was written by Austin Appleby, and is placed in the public
// domain. The author hereby disclaims copyright to this source code.

// Note - The x86 and x64 versions do _not_ produce the same results, as the
// algorithms are optimized for their respective platforms. You can still
// compile and run any of them on any platform, but your performance with the
// non-native version will be less than optimal.

/*
 * This version is taken from https://github.com/PeterScott/murmur3
 * and modified to work with CUDA.
 */
// Including stdint.h is a pain in cupy, so just put the declarations in.
// Beware that long int is not 64bit on all platforms!
// e.g. Windows requires a 'long long' to get to 64 bit.

typedef unsigned char           uint8_t;
typedef unsigned int            uint32_t;
typedef signed char             int8_t;
typedef int                     int32_t;

const unsigned long int test_var = 0;
const int size = sizeof(test_var);

#if size == 64

typedef unsigned long int      uint64_t;
typedef long int               int64_t;

#else

typedef unsigned long long      uint64_t;
typedef long long               int64_t;

#endif


//-----------------------------------------------------------------------------
// Platform-specific functions and macros

#define FORCE_INLINE

__device__ static inline FORCE_INLINE uint64_t rotl64 ( uint64_t x, int8_t r )
{
  return (x << r) | (x >> (64 - r));
}

#define ROTL64(x,y)	rotl64(x,y)
#define BIG_CONSTANT(x) (x##LLU)

//-----------------------------------------------------------------------------
// Block read - if your platform needs to do endian-swapping or can only
// handle aligned reads, do the conversion here

#define getblock(p, i) (p[i])

//-----------------------------------------------------------------------------
// Finalization mix - force all bits of a hash block to avalanche

__device__ static inline FORCE_INLINE uint32_t fmix32 ( uint32_t h )
{
  h ^= h >> 16;
  h *= 0x85ebca6b;
  h ^= h >> 13;
  h *= 0xc2b2ae35;
  h ^= h >> 16;

  return h;
}

//----------

__device__ static inline FORCE_INLINE uint64_t fmix64 ( uint64_t k )
{
  k ^= k >> 33;
  k *= BIG_CONSTANT(0xff51afd7ed558ccd);
  k ^= k >> 33;
  k *= BIG_CONSTANT(0xc4ceb9fe1a85ec53);
  k ^= k >> 33;

  return k;
}

//-----------------------------------------------------------------------------

__device__ void MurmurHash3_x64_128 ( const void * key, const int len,
                           const uint32_t seed, void * out )
{
  const uint8_t * data = (const uint8_t*)key;
  const int nblocks = len / 16;
  int i;

  uint64_t h1 = seed;
  uint64_t h2 = seed;

  uint64_t c1 = BIG_CONSTANT(0x87c37b91114253d5);
  uint64_t c2 = BIG_CONSTANT(0x4cf5ad432745937f);

  //----------
  // body

  const uint64_t * blocks = (const uint64_t *)(data);

  for(i = 0; i < nblocks; i++)
  {
    uint64_t k1 = getblock(blocks,i*2+0);
    uint64_t k2 = getblock(blocks,i*2+1);

    k1 *= c1; k1  = ROTL64(k1,31); k1 *= c2; h1 ^= k1;

    h1 = ROTL64(h1,27); h1 += h2; h1 = h1*5+0x52dce729;

    k2 *= c2; k2  = ROTL64(k2,33); k2 *= c1; h2 ^= k2;

    h2 = ROTL64(h2,31); h2 += h1; h2 = h2*5+0x38495ab5;
  }

  //----------
  // tail

  const uint8_t * tail = (const uint8_t*)(data + nblocks*16);

  uint64_t k1 = 0;
  uint64_t k2 = 0;

  switch(len & 15)
  {
  case 15: k2 ^= (uint64_t)(tail[14]) << 48;
  case 14: k2 ^= (uint64_t)(tail[13]) << 40;
  case 13: k2 ^= (uint64_t)(tail[12]) << 32;
  case 12: k2 ^= (uint64_t)(tail[11]) << 24;
  case 11: k2 ^= (uint64_t)(tail[10]) << 16;
  case 10: k2 ^= (uint64_t)(tail[ 9]) << 8;
  case  9: k2 ^= (uint64_t)(tail[ 8]) << 0;
           k2 *= c2; k2  = ROTL64(k2,33); k2 *= c1; h2 ^= k2;

  case  8: k1 ^= (uint64_t)(tail[ 7]) << 56;
  case  7: k1 ^= (uint64_t)(tail[ 6]) << 48;
  case  6: k1 ^= (uint64_t)(tail[ 5]) << 40;
  case  5: k1 ^= (uint64_t)(tail[ 4]) << 32;
  case  4: k1 ^= (uint64_t)(tail[ 3]) << 24;
  case  3: k1 ^= (uint64_t)(tail[ 2]) << 16;
  case  2: k1 ^= (uint64_t)(tail[ 1]) << 8;
  case  1: k1 ^= (uint64_t)(tail[ 0]) << 0;
           k1 *= c1; k1  = ROTL64(k1,31); k1 *= c2; h1 ^= k1;
  };

  //----------
  // finalization

  h1 ^= len; h2 ^= len;

  h1 += h2;
  h2 += h1;

  h1 = fmix64(h1);
  h2 = fmix64(h2);

  h1 += h2;
  h2 += h1;

  ((uint64_t*)out)[0] = h1;
  ((uint64_t*)out)[1] = h2;
}

//-----------------------------------------------------------------------------

// Write a stream of hash values for an input stream. Each output may have up to 128 bits
// of entropy. Input size should be specified in bytes.
extern "C" __global__
void hash_data(char* dest,
    const char* src, size_t out_size, size_t in_size, size_t n_items, uint32_t seed)
{
    char entropy[16]; // 128/8=16
    int _loop_start = blockIdx.x * blockDim.x + threadIdx.x;
    int _loop_stride = blockDim.x * gridDim.x;
    for (int i = _loop_start; i < n_items; i += _loop_stride)
    {
    
        const char* src_i = &src[i*in_size];
        char* dest_i = &dest[i*out_size];
    
        MurmurHash3_x64_128(src_i, in_size, seed, entropy);
        for (int j=0; j < out_size; ++j)
            dest_i[j] = entropy[j];	
    }
}