diff --git a/ggml-cuda.cu b/ggml-cuda.cu index e62891d60f47a..f19c7c7c71ead 100644 --- a/ggml-cuda.cu +++ b/ggml-cuda.cu @@ -472,8 +472,8 @@ static __device__ __forceinline__ void dequantize_q4_0(const void * vx, const in static __device__ __forceinline__ void dequantize_q4_1(const void * vx, const int ib, const int iqs, dfloat2 & v){ const block_q4_1 * x = (const block_q4_1 *) vx; - const dfloat d = x[ib].dm.x; - const dfloat m = x[ib].dm.y; + const dfloat d = __low2half(x[ib].dm); + const dfloat m = __high2half(x[ib].dm); const int vui = x[ib].qs[iqs]; @@ -515,8 +515,8 @@ static __device__ __forceinline__ void dequantize_q5_0(const void * vx, const in static __device__ __forceinline__ void dequantize_q5_1(const void * vx, const int ib, const int iqs, dfloat2 & v){ const block_q5_1 * x = (const block_q5_1 *) vx; - const dfloat d = x[ib].dm.x; - const dfloat m = x[ib].dm.y; + const dfloat d = __low2half(x[ib].dm); + const dfloat m = __high2half(x[ib].dm); uint32_t qh; memcpy(&qh, x[ib].qh, sizeof(qh)); @@ -568,8 +568,8 @@ static __global__ void dequantize_block_q2_K(const void * __restrict__ vx, float const uint8_t q = x[i].qs[32*n + l]; float * y = yy + i*QK_K + 128*n; - float dall = x[i].dm.x; - float dmin = x[i].dm.y; + float dall = __low2half(x[i].dm); + float dmin = __high2half(x[i].dm); y[l+ 0] = dall * (x[i].scales[is+0] & 0xF) * ((q >> 0) & 3) - dmin * (x[i].scales[is+0] >> 4); y[l+32] = dall * (x[i].scales[is+2] & 0xF) * ((q >> 2) & 3) - dmin * (x[i].scales[is+2] >> 4); y[l+64] = dall * (x[i].scales[is+4] & 0xF) * ((q >> 4) & 3) - dmin * (x[i].scales[is+4] >> 4); @@ -579,8 +579,8 @@ static __global__ void dequantize_block_q2_K(const void * __restrict__ vx, float const int il = tid%16; // 0...15 const uint8_t q = x[i].qs[il] >> (2*is); float * y = yy + i*QK_K + 16*is + il; - float dall = x[i].dm.x; - float dmin = x[i].dm.y; + float dall = __low2half(x[i].dm); + float dmin = __high2half(x[i].dm); y[ 0] = dall * (x[i].scales[is+0] & 0xF) * ((q >> 0) & 3) - dmin * (x[i].scales[is+0] >> 4); y[32] = dall * (x[i].scales[is+2] & 0xF) * ((q >> 4) & 3) - dmin * (x[i].scales[is+2] >> 4); #endif @@ -666,8 +666,8 @@ static __global__ void dequantize_block_q4_K(const void * __restrict__ vx, float float * y = yy + i*QK_K + 64*il + n*ir; - const float dall = x[i].dm.x; - const float dmin = x[i].dm.y; + const float dall = __low2half(x[i].dm); + const float dmin = __high2half(x[i].dm); const uint8_t * q = x[i].qs + 32*il + n*ir; @@ -705,8 +705,8 @@ static __global__ void dequantize_block_q5_K(const void * __restrict__ vx, float float * y = yy + i*QK_K + 64*il + 2*ir; - const float dall = x[i].dm.x; - const float dmin = x[i].dm.y; + const float dall = __low2half(x[i].dm); + const float dmin = __high2half(x[i].dm); const uint8_t * ql = x[i].qs + 32*il + 2*ir; const uint8_t * qh = x[i].qh + 2*ir; @@ -818,8 +818,8 @@ static __global__ void dequantize_mul_mat_vec_q2_k(const void * __restrict__ vx, const float * y = yy + i * QK_K + y_offset; const uint8_t * q = x[i].qs + q_offset; - const float dall = x[i].dm.x; - const float dmin = x[i].dm.y; + const float dall = __low2half(x[i].dm); + const float dmin = __high2half(x[i].dm); const uint32_t * a = (const uint32_t *)(x[i].scales + s_offset); aux[0] = a[0] & 0x0f0f0f0f; @@ -1039,8 +1039,8 @@ static __global__ void dequantize_mul_mat_vec_q4_k(const void * __restrict__ vx, const float * y1 = yy + i*QK_K + y_offset; const float * y2 = y1 + 128; - const float dall = x[i].dm.x; - const float dmin = x[i].dm.y; + const float dall = __low2half(x[i].dm); + const float dmin = __high2half(x[i].dm); const uint16_t * a = (const uint16_t *)x[i].scales; aux[0] = a[im+0] & kmask1; @@ -1172,8 +1172,8 @@ static __global__ void dequantize_mul_mat_vec_q5_k(const void * __restrict__ vx, const float * y1 = yy + i*QK_K + y_offset; const float * y2 = y1 + 128; - const float dall = x[i].dm.x; - const float dmin = x[i].dm.y; + const float dall = __low2half(x[i].dm); + const float dmin = __high2half(x[i].dm); const uint16_t * a = (const uint16_t *)x[i].scales; aux[0] = a[im+0] & kmask1;