// Auto-generated file. Do not edit! // Template: src/qs8-gemm/MRx4c8-sse.c.in // Generator: tools/xngen // // Copyright 2020 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. #include #ifdef _MSC_VER #include #else #include #endif #include "xnnpack/common.h" #include "xnnpack/gemm.h" #include "xnnpack/math.h" void xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c8__avx_ld64( size_t mr, size_t nc, size_t kc, const int8_t* restrict a, size_t a_stride, const void* restrict w, float* restrict c, size_t cm_stride, size_t cn_stride, const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)], const struct xnn_qd8_quantization_params quantization_params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(mr != 0); assert(mr <= 1); assert(nc != 0); assert(kc != 0); assert(kc % sizeof(int8_t) == 0); assert(a != NULL); assert(w != NULL); assert(c != NULL); kc = round_up_po2(kc, 8 * sizeof(int8_t)); const int8_t* a0 = a; float* c0 = c; const __m128 vmin = _mm_set1_ps(params->scalar.min); const __m128 vmax = _mm_set1_ps(params->scalar.max); XNN_FORCE_REALIZATION(vmin); XNN_FORCE_REALIZATION(vmax); do { const __m128i vksum = _mm_load_si128((const __m128i*) w); const __m128i vinput_zero_point0 = _mm_castps_si128(_mm_broadcast_ss((const float*) &quantization_params[0].zero_point)); const __m128i vzero = _mm_setzero_si128(); const __m128i vinit0 = _mm_mullo_epi32(vksum, vinput_zero_point0); __m128i vacc0x0 = _mm_blend_epi16(vinit0, vzero, 0xFC); __m128i vacc0x1 = _mm_blend_epi16(vinit0, vzero, 0xF3); __m128i vacc0x2 = _mm_blend_epi16(vinit0, vzero, 0xCF); __m128i vacc0x3 = _mm_blend_epi16(vinit0, vzero, 0x3F); w = (const int32_t*) w + 4; size_t k = kc; while (k >= 8 * sizeof(int8_t)) { const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0); const __m128i vxa0 = _mm_cvtepi8_epi16(va0); a0 += 8; const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w); const __m128i vxb0 = _mm_cvtepi8_epi16(vb0); vacc0x0 = _mm_add_epi32(vacc0x0, _mm_madd_epi16(vxa0, vxb0)); const __m128i vb1 = _mm_loadl_epi64((const __m128i*) ((const int8_t*) w + 8)); const __m128i vxb1 = _mm_cvtepi8_epi16(vb1); vacc0x1 = _mm_add_epi32(vacc0x1, _mm_madd_epi16(vxa0, vxb1)); const __m128i vb2 = _mm_loadl_epi64((const __m128i*) ((const int8_t*) w + 16)); const __m128i vxb2 = _mm_cvtepi8_epi16(vb2); vacc0x2 = _mm_add_epi32(vacc0x2, _mm_madd_epi16(vxa0, vxb2)); const __m128i vb3 = _mm_loadl_epi64((const __m128i*) ((const int8_t*) w + 24)); const __m128i vxb3 = _mm_cvtepi8_epi16(vb3); vacc0x3 = _mm_add_epi32(vacc0x3, _mm_madd_epi16(vxa0, vxb3)); w = (const int8_t*) w + 32; k -= 8 * sizeof(int8_t); } const __m128i vacc0x01 = _mm_hadd_epi32(vacc0x0, vacc0x1); const __m128i vacc0x23 = _mm_hadd_epi32(vacc0x2, vacc0x3); __m128i vacc0x0123 = _mm_hadd_epi32(vacc0x01, vacc0x23); __m128 vout0x0123 = _mm_cvtepi32_ps(vacc0x0123); const __m128 vinput_scale0 = _mm_broadcast_ss(&quantization_params[0].inv_scale); vout0x0123 = _mm_mul_ps(vout0x0123, vinput_scale0); const __m128 vfilter_output_scale0123 = _mm_load_ps((const float*) w); vout0x0123 = _mm_mul_ps(vout0x0123, vfilter_output_scale0123); const __m128 vbias0123 = _mm_load_ps((const float*) w + 4); w = (const float*) w + 8; vout0x0123 = _mm_add_ps(vout0x0123, vbias0123); vout0x0123 = _mm_max_ps(vout0x0123, vmin); vout0x0123 = _mm_min_ps(vout0x0123, vmax); if XNN_LIKELY(nc >= 4) { _mm_storeu_ps(c0, vout0x0123); a0 = (const int8_t*) ((uintptr_t) a0 - kc); c0 = (float*) ((uintptr_t) c0 + cn_stride); nc -= 4; } else { if (nc & 2) { _mm_storel_pi((__m64*) c0, vout0x0123); vout0x0123 = _mm_unpackhi_ps(vout0x0123, vout0x0123); c0 += 2; } if (nc & 1) { _mm_store_ss(c0, vout0x0123); } nc = 0; } } while (nc != 0); }