/* * Adapted from https://github.com/turboderp/exllamav2 * Copyright (c) 2024 turboderp * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #ifndef _qdq_util_cuh #define _qdq_util_cuh namespace aphrodite { namespace exl2 { 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) {} __device__ half2_uint32() : as_uint32(0) {} }; 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) {} __device__ half_uint16() : as_uint16(0) {} }; // 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 exl2 } // namespace aphrodite #endif