#include "common.cuh" static __device__ __forceinline__ void dequantize_q1_0(const void * vx, const int64_t ib, const int iqs, float2 & v){ const block_q1_0 * x = (const block_q1_0 *) vx; const float d = x[ib].d; const float neg_d = -d; const int bit_index_0 = iqs; const int bit_index_1 = iqs + 1; const int byte_index_0 = bit_index_0 / 8; const int bit_offset_0 = bit_index_0 % 8; const int byte_index_1 = bit_index_1 / 8; const int bit_offset_1 = bit_index_1 % 8; // Extract bits: 1 = +d, 0 = -d const uint8_t bit_0 = (x[ib].qs[byte_index_0] >> bit_offset_0) & 1; const uint8_t bit_1 = (x[ib].qs[byte_index_1] >> bit_offset_1) & 1; v.x = bit_0 ? d : neg_d; v.y = bit_1 ? d : neg_d; } static __device__ __forceinline__ void dequantize_q1_0_g128(const void * vx, const int64_t ib, const int iqs, float2 & v){ const block_q1_0_g128 * x = (const block_q1_0_g128 *) vx; const float d = x[ib].d; const float neg_d = -d; const int bit_index_0 = iqs; const int bit_index_1 = iqs + 1; const int byte_index_0 = bit_index_0 / 8; const int bit_offset_0 = bit_index_0 % 8; const int byte_index_1 = bit_index_1 / 8; const int bit_offset_1 = bit_index_1 % 8; // Extract bits: 1 = +d, 0 = -d const uint8_t bit_0 = (x[ib].qs[byte_index_0] >> bit_offset_0) & 1; const uint8_t bit_1 = (x[ib].qs[byte_index_1] >> bit_offset_1) & 1; v.x = bit_0 ? d : neg_d; v.y = bit_1 ? d : neg_d; } static __device__ __forceinline__ void dequantize_q4_0(const void * vx, const int64_t ib, const int iqs, float2 & v){ const block_q4_0 * x = (const block_q4_0 *) vx; const float d = x[ib].d; const int vui = x[ib].qs[iqs]; v.x = vui & 0xF; v.y = vui >> 4; v.x = (v.x - 8.0f) * d; v.y = (v.y - 8.0f) * d; } static __device__ __forceinline__ void dequantize_q4_1(const void * vx, const int64_t ib, const int iqs, float2 & v){ const block_q4_1 * x = (const block_q4_1 *) vx; const float2 dm = __half22float2(x[ib].dm); const int vui = x[ib].qs[iqs]; v.x = vui & 0xF; v.y = vui >> 4; v.x = (v.x * dm.x) + dm.y; v.y = (v.y * dm.x) + dm.y; } static __device__ __forceinline__ void dequantize_q5_0(const void * vx, const int64_t ib, const int iqs, float2 & v){ const block_q5_0 * x = (const block_q5_0 *) vx; const float d = x[ib].d; uint32_t qh; memcpy(&qh, x[ib].qh, sizeof(qh)); const int xh_0 = ((qh >> (iqs + 0)) << 4) & 0x10; const int xh_1 = ((qh >> (iqs + 12)) ) & 0x10; v.x = ((x[ib].qs[iqs] & 0xf) | xh_0); v.y = ((x[ib].qs[iqs] >> 4) | xh_1); v.x = (v.x - 16.0f) * d; v.y = (v.y - 16.0f) * d; } static __device__ __forceinline__ void dequantize_q5_1(const void * vx, const int64_t ib, const int iqs, float2 & v){ const block_q5_1 * x = (const block_q5_1 *) vx; const float2 dm = __half22float2(x[ib].dm); uint32_t qh; memcpy(&qh, x[ib].qh, sizeof(qh)); const int xh_0 = ((qh >> (iqs + 0)) << 4) & 0x10; const int xh_1 = ((qh >> (iqs + 12)) ) & 0x10; v.x = ((x[ib].qs[iqs] & 0xf) | xh_0); v.y = ((x[ib].qs[iqs] >> 4) | xh_1); v.x = (v.x * dm.x) + dm.y; v.y = (v.y * dm.x) + dm.y; } static __device__ __forceinline__ void dequantize_q8_0(const void * vx, const int64_t ib, const int iqs, float2 & v){ const block_q8_0 * x = (const block_q8_0 *) vx; const float d = x[ib].d; v.x = x[ib].qs[iqs + 0]; v.y = x[ib].qs[iqs + 1]; v.x *= d; v.y *= d; }