// Auto-generated file. Do not edit! // Template: src/qs8-gemm/MRx4c2s4-sse.c.in // Generator: tools/xngen // // Copyright 2022 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 #include #include "xnnpack/gemm.h" #include "xnnpack/math.h" #include "xnnpack/unaligned.h" void xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld128( size_t mr, size_t nc, size_t kc, const uint8_t* restrict a, size_t a_stride, const void* restrict w, uint8_t* restrict c, size_t cm_stride, size_t cn_stride, const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(mr != 0); assert(mr <= 1); assert(nc != 0); assert(kc != 0); assert(kc % sizeof(uint8_t) == 0); assert(a != NULL); assert(w != NULL); assert(c != NULL); kc = round_up_po2(kc, 8 * sizeof(uint8_t)); const uint8_t* a0 = a; uint8_t* c0 = c; const __m128i vb_zero_point = _mm_set1_epi16(params->fp32_scalar.kernel_zero_point); XNN_FORCE_REALIZATION(vb_zero_point); const __m128 vscale = _mm_set1_ps(params->fp32_scalar.scale); XNN_FORCE_REALIZATION(vscale); const __m128 voutput_max_less_zero_point = _mm_set1_ps((int32_t) params->fp32_scalar.output_max - (int32_t) params->fp32_scalar.output_zero_point); const __m128i voutput_zero_point = _mm_set1_epi16(params->fp32_scalar.output_zero_point); const __m128i voutput_min = _mm_set1_epi8(params->fp32_scalar.output_min); XNN_FORCE_REALIZATION(voutput_max_less_zero_point); XNN_FORCE_REALIZATION(voutput_zero_point); XNN_FORCE_REALIZATION(voutput_min); do { __m128i vacc0x0123 = _mm_loadu_si128((const __m128i*) w); w = (const void*) ((const int32_t*) w + 4); size_t k = kc; const __m128i vzero = _mm_setzero_si128(); do { const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0); __m128i vxa0 = _mm_cvtepu8_epi16(va0); a0 += 8; const __m128i vb01 = _mm_loadu_si128((const __m128i*) w); const __m128i vxb0 = _mm_sub_epi16(_mm_unpacklo_epi8(vb01, vzero), vb_zero_point); const __m128i vxb1 = _mm_sub_epi16(_mm_unpackhi_epi8(vb01, vzero), vb_zero_point); vacc0x0123 = _mm_add_epi32(vacc0x0123, _mm_madd_epi16(vxa0, vxb0)); vxa0 = _mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 3, 2, 1)); vacc0x0123 = _mm_add_epi32(vacc0x0123, _mm_madd_epi16(vxa0, vxb1)); vxa0 = _mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 3, 2, 1)); const __m128i vb23 = _mm_loadu_si128((const __m128i*) ((const uint8_t*) w + 16)); const __m128i vxb2 = _mm_sub_epi16(_mm_unpacklo_epi8(vb23, vzero), vb_zero_point); const __m128i vxb3 = _mm_sub_epi16(_mm_unpackhi_epi8(vb23, vzero), vb_zero_point); vacc0x0123 = _mm_add_epi32(vacc0x0123, _mm_madd_epi16(vxa0, vxb2)); vxa0 = _mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 3, 2, 1)); vacc0x0123 = _mm_add_epi32(vacc0x0123, _mm_madd_epi16(vxa0, vxb3)); w = (const void*) ((const uint8_t*) w + 32); k -= 8 * sizeof(uint8_t); } while (k != 0); __m128 vscaled0x0123 = _mm_cvtepi32_ps(vacc0x0123); vscaled0x0123 = _mm_mul_ps(vscaled0x0123, vscale); vscaled0x0123 = _mm_min_ps(vscaled0x0123, voutput_max_less_zero_point); vacc0x0123 = _mm_cvtps_epi32(vscaled0x0123); __m128i vacc00x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc0x0123), voutput_zero_point); __m128i vout = _mm_packus_epi16(vacc00x0123, vacc00x0123); vout = _mm_max_epu8(vout, voutput_min); if (nc >= 4) { unaligned_store_u32(c0, (uint32_t) _mm_cvtsi128_si32(vout)); c0 = (uint8_t*) ((uintptr_t) c0 + cn_stride); a0 = (const uint8_t*) ((uintptr_t) a0 - kc); nc -= 4; } else { if (nc & 2) { unaligned_store_u16(c0, (uint16_t) _mm_extract_epi16(vout, 0)); c0 += 2; vout = _mm_srli_epi32(vout, 16); } if (nc & 1) { *c0 = (uint8_t) _mm_extract_epi8(vout, 0); } nc = 0; } } while (nc != 0); }