// Auto-generated file. Do not edit! // Template: src/qs8-igemm/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 "xnnpack/igemm.h" #include "xnnpack/intrinsics-polyfill.h" #include "xnnpack/math.h" #include "xnnpack/unaligned.h" void xnn_qs8_qc8w_igemm_minmax_fp32_ukernel_1x8c8__avx2( size_t mr, size_t nc, size_t kc, size_t ks, const int8_t** restrict a, const void* restrict w, int8_t* restrict c, size_t cm_stride, size_t cn_stride, size_t a_offset, const int8_t* zero, const union xnn_qs8_qc8w_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(ks != 0); assert(ks % (1 * sizeof(void*)) == 0); assert(a_offset % sizeof(int8_t) == 0); assert(a != NULL); assert(w != NULL); assert(c != NULL); kc = round_up_po2(kc, 8 * sizeof(int8_t)); int8_t* c0 = c; const __m256 voutput_max_less_zero_point = _mm256_set1_ps((int32_t) params->fp32_scalar.output_max - (int32_t) params->fp32_scalar.output_zero_point); const __m256i voutput_zero_point = _mm256_set1_epi16(params->fp32_scalar.output_zero_point); const __m256i voutput_min = _mm256_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 { const __m128i vbias0x0 = _mm_cvtsi32_si128(((const int*) w)[0]); const __m128i vbias0x1 = _mm_cvtsi32_si128(((const int*) w)[1]); __m256i vacc0x01 = _mm256_inserti128_si256(_mm256_castsi128_si256(vbias0x0), vbias0x1, 1); const __m128i vbias0x2 = _mm_cvtsi32_si128(((const int*) w)[2]); const __m128i vbias0x3 = _mm_cvtsi32_si128(((const int*) w)[3]); __m256i vacc0x23 = _mm256_inserti128_si256(_mm256_castsi128_si256(vbias0x2), vbias0x3, 1); const __m128i vbias0x4 = _mm_cvtsi32_si128(((const int*) w)[4]); const __m128i vbias0x5 = _mm_cvtsi32_si128(((const int*) w)[5]); __m256i vacc0x45 = _mm256_inserti128_si256(_mm256_castsi128_si256(vbias0x4), vbias0x5, 1); const __m128i vbias0x6 = _mm_cvtsi32_si128(((const int*) w)[6]); const __m128i vbias0x7 = _mm_cvtsi32_si128(((const int*) w)[7]); __m256i vacc0x67 = _mm256_inserti128_si256(_mm256_castsi128_si256(vbias0x6), vbias0x7, 1); w = (const int32_t*) w + 8; size_t p = ks; do { const int8_t* restrict a0 = a[0]; if XNN_UNPREDICTABLE(a0 != zero) { a0 = (const int8_t*) ((uintptr_t) a0 + a_offset); } a += 1; 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 __m128i vb01 = _mm_load_si128((const __m128i*) w); const __m256i vxb01 = _mm256_cvtepi8_epi16(vb01); vacc0x01 = _mm256_add_epi32(vacc0x01, _mm256_madd_epi16(vxa0, vxb01)); const __m128i vb23 = _mm_load_si128((const __m128i*) ((const int8_t*) w + 16)); const __m256i vxb23 = _mm256_cvtepi8_epi16(vb23); vacc0x23 = _mm256_add_epi32(vacc0x23, _mm256_madd_epi16(vxa0, vxb23)); const __m128i vb45 = _mm_load_si128((const __m128i*) ((const int8_t*) w + 32)); const __m256i vxb45 = _mm256_cvtepi8_epi16(vb45); vacc0x45 = _mm256_add_epi32(vacc0x45, _mm256_madd_epi16(vxa0, vxb45)); const __m128i vb67 = _mm_load_si128((const __m128i*) ((const int8_t*) w + 48)); const __m256i vxb67 = _mm256_cvtepi8_epi16(vb67); vacc0x67 = _mm256_add_epi32(vacc0x67, _mm256_madd_epi16(vxa0, vxb67)); w = (const void*) ((const int8_t*) w + 64); k += 8 * sizeof(int8_t); } p -= 1 * sizeof(void*); } while (p != 0); 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); __m256 vscaled0x01234567 = _mm256_cvtepi32_ps(vacc0x01234567); const __m256 vscale01234567 = _mm256_load_ps(w); w = (const void*) ((const float*) w + 8); vscaled0x01234567 = _mm256_mul_ps(vscaled0x01234567, vscale01234567); vscaled0x01234567 = _mm256_min_ps(vscaled0x01234567, voutput_max_less_zero_point); vacc0x01234567 = _mm256_cvtps_epi32(vscaled0x01234567); __m256i vacc00x01234567 = _mm256_adds_epi16(_mm256_packs_epi32(vacc0x01234567, vacc0x01234567), voutput_zero_point); vacc00x01234567 = _mm256_permute4x64_epi64(vacc00x01234567, _MM_SHUFFLE(3, 1, 2, 0)); __m256i vout = _mm256_packs_epi16(vacc00x01234567, vacc00x01234567); vout = _mm256_max_epi8(vout, voutput_min); __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); a = (const int8_t**restrict) ((uintptr_t) a - ks); 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) { unaligned_store_u16(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); }