// Auto-generated file. Do not edit! // Template: src/qs8-gemm/MRx8c8-avx2.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 #include #include #include #include void xnn_qs8_gemm_xw_minmax_ukernel_1x8c8__avx2( size_t mr, size_t nc, size_t kc, const int8_t* restrict a, size_t a_stride, const void* restrict w, int8_t* restrict c, size_t cm_stride, size_t cn_stride, const union xnn_qs8_gemm_xw_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN { 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); const int8_t* a0 = a; int8_t* c0 = c; do { const __m128i vbias0x0 = _mm_loadu_si32(w); const __m128i vbias0x1 = _mm_loadu_si32((const void*) ((uintptr_t) w + sizeof(int32_t))); __m256i vacc0x01 = _mm256_inserti128_si256(_mm256_castsi128_si256(vbias0x0), vbias0x1, 1); const __m128i vbias0x2 = _mm_loadu_si32((const void*) ((uintptr_t) w + 2 * sizeof(int32_t))); const __m128i vbias0x3 = _mm_loadu_si32((const void*) ((uintptr_t) w + 3 * sizeof(int32_t))); __m256i vacc0x23 = _mm256_inserti128_si256(_mm256_castsi128_si256(vbias0x2), vbias0x3, 1); const __m128i vbias0x4 = _mm_loadu_si32((const void*) ((uintptr_t) w + 4 * sizeof(int32_t))); const __m128i vbias0x5 = _mm_loadu_si32((const void*) ((uintptr_t) w + 5 * sizeof(int32_t))); __m256i vacc0x45 = _mm256_inserti128_si256(_mm256_castsi128_si256(vbias0x4), vbias0x5, 1); const __m128i vbias0x6 = _mm_loadu_si32((const void*) ((uintptr_t) w + 6 * sizeof(int32_t))); const __m128i vbias0x7 = _mm_loadu_si32((const void*) ((uintptr_t) w + 7 * sizeof(int32_t))); __m256i vacc0x67 = _mm256_inserti128_si256(_mm256_castsi128_si256(vbias0x6), vbias0x7, 1); w = (const void*) ((uintptr_t) w + 8 * sizeof(int32_t)); size_t k = 0; while (k < kc) { const __m128i va0 = _mm_broadcastq_epi64(_mm_loadl_epi64((const __m128i*) a0)); const __m256i vxa0 = _mm256_cvtepi8_epi16(va0); a0 += 8; const __m256i vxb01 = _mm256_load_si256((const __m256i*) w); vacc0x01 = _mm256_add_epi32(vacc0x01, _mm256_madd_epi16(vxa0, vxb01)); const __m256i vxb23 = _mm256_load_si256((const __m256i*) ((uintptr_t) w + 16 * sizeof(int16_t))); vacc0x23 = _mm256_add_epi32(vacc0x23, _mm256_madd_epi16(vxa0, vxb23)); const __m256i vxb45 = _mm256_load_si256((const __m256i*) ((uintptr_t) w + 32 * sizeof(int16_t))); vacc0x45 = _mm256_add_epi32(vacc0x45, _mm256_madd_epi16(vxa0, vxb45)); const __m256i vxb67 = _mm256_load_si256((const __m256i*) ((uintptr_t) w + 48 * sizeof(int16_t))); vacc0x67 = _mm256_add_epi32(vacc0x67, _mm256_madd_epi16(vxa0, vxb67)); w = (const void*) ((uintptr_t) w + 64 * sizeof(int16_t)); k += 8 * sizeof(int8_t); } const __m256i vacc0x0213 = _mm256_hadd_epi32(vacc0x01, vacc0x23); const __m256i vacc0x4657 = _mm256_hadd_epi32(vacc0x45, vacc0x67); const __m256i vacc0x02461357 = _mm256_hadd_epi32(vacc0x0213, vacc0x4657); const __m256i vpermute_mask = _mm256_set_epi32(7, 3, 6, 2, 5, 1, 4, 0); __m256i vacc0x01234567 = _mm256_permutevar8x32_epi32(vacc0x02461357, vpermute_mask); const __m256i vmultiplier = _mm256_broadcastsi128_si256(_mm_load_si128((const __m128i*) params->sse2.multiplier)); const __m256i vrounding = _mm256_broadcastsi128_si256(_mm_load_si128((const __m128i*) params->sse2.rounding)); const __m256i vacc0x11335577 = _mm256_shuffle_epi32(vacc0x01234567, _MM_SHUFFLE(3, 3, 1, 1)); const __m256i vprod0x0246 = _mm256_add_epi64(_mm256_mul_epi32(vacc0x01234567, vmultiplier), vrounding); const __m256i vprod0x1357 = _mm256_add_epi64(_mm256_mul_epi32(vacc0x11335577, vmultiplier), vrounding); const __m256i vq31prod0x0246 = _mm256_srli_epi64(vprod0x0246, 31); const __m256i vq31prod0x1357 = _mm256_add_epi64(vprod0x1357, vprod0x1357); const __m256i vq31prod0x01234567 = _mm256_blend_epi16(vq31prod0x0246, vq31prod0x1357, 0xCC); const __m256i vremainder_mask = _mm256_broadcastsi128_si256(_mm_load_si128((const __m128i*) params->sse2.remainder_mask)); const __m256i vrem0x01234567 = _mm256_add_epi32(_mm256_and_si256(vq31prod0x01234567, vremainder_mask), _mm256_cmpgt_epi32(_mm256_setzero_si256(), vq31prod0x01234567)); const __m256i vremainder_threshold = _mm256_broadcastsi128_si256(_mm_load_si128((const __m128i*) params->sse2.remainder_threshold)); const __m128i vshift = _mm_load_si128((const __m128i*) params->sse2.shift); vacc0x01234567 = _mm256_sub_epi32(_mm256_sra_epi32(vq31prod0x01234567, vshift), _mm256_cmpgt_epi32(vrem0x01234567, vremainder_threshold)); const __m256i voutput_zero_point = _mm256_broadcastsi128_si256(_mm_load_si128((const __m128i*) params->sse2.output_zero_point)); __m256i vacc00x01234567 = _mm256_adds_epi16(_mm256_packs_epi32(vacc0x01234567, vacc0x01234567), voutput_zero_point); vacc00x01234567 = _mm256_permute4x64_epi64(vacc00x01234567, _MM_SHUFFLE(3, 1, 2, 0)); const __m256i voutput_min = _mm256_broadcastsi128_si256(_mm_load_si128((const __m128i*) params->sse2.output_min)); const __m256i voutput_max = _mm256_broadcastsi128_si256(_mm_load_si128((const __m128i*) params->sse2.output_max)); vacc00x01234567 = _mm256_min_epi16(_mm256_max_epi16(vacc00x01234567, voutput_min), voutput_max); __m256i vout = _mm256_packs_epi16(vacc00x01234567, vacc00x01234567); __m128i vout_lo = _mm256_castsi256_si128(vout); __m128i vout_hi = _mm256_extracti128_si256(vout, 1); if (nc >= 8) { _mm_storel_epi64((__m128i*) c0, vout_lo); c0 = (int8_t*) ((uintptr_t) c0 + cn_stride); a0 = (const int8_t*) ((uintptr_t) a0 - kc); nc -= 8; } else { if (nc & 4) { _mm_storeu_si32(c0, vout_lo); c0 += 4; vout_lo = _mm_srli_epi64(vout_lo, 32); vout_hi = _mm_srli_epi64(vout_hi, 32); } if (nc & 2) { *((uint16_t*) c0) = (uint16_t) _mm_extract_epi16(vout_lo, 0); c0 += 2; vout_lo = _mm_srli_epi32(vout_lo, 16); vout_hi = _mm_srli_epi32(vout_hi, 16); } if (nc & 1) { *c0 = (int8_t) _mm_extract_epi8(vout_lo, 0); } nc = 0; } } while (nc != 0); }