// 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 #include #include #include void xnn_qs8_gemm_minmax_ukernel_3x4c8__ssse3_ld64( 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_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN { assert(mr != 0); assert(mr <= 3); 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; const int8_t* a1 = (const int8_t*) ((uintptr_t) a0 + a_stride); int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride); if XNN_UNPREDICTABLE(mr < 2) { a1 = a0; c1 = c0; } const int8_t* a2 = (const int8_t*) ((uintptr_t) a1 + a_stride); int8_t* c2 = (int8_t*) ((uintptr_t) c1 + cm_stride); if XNN_UNPREDICTABLE(mr <= 2) { a2 = a1; c2 = c1; } do { __m128i vacc0x0 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[0]); __m128i vacc0x1 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[1]); __m128i vacc0x2 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[2]); __m128i vacc0x3 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[3]); __m128i vacc1x0 = vacc0x0; __m128i vacc1x1 = vacc0x1; __m128i vacc1x2 = vacc0x2; __m128i vacc1x3 = vacc0x3; __m128i vacc2x0 = vacc0x0; __m128i vacc2x1 = vacc0x1; __m128i vacc2x2 = vacc0x2; __m128i vacc2x3 = vacc0x3; w = (const void*) ((uintptr_t) w + 4 * sizeof(int32_t)); size_t k = 0; while (k < kc) { const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0); const __m128i vxa0 = _mm_unpacklo_epi8(va0, _mm_cmpgt_epi8(_mm_setzero_si128(), va0)); a0 += 8; const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1); const __m128i vxa1 = _mm_unpacklo_epi8(va1, _mm_cmpgt_epi8(_mm_setzero_si128(), va1)); a1 += 8; const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2); const __m128i vxa2 = _mm_unpacklo_epi8(va2, _mm_cmpgt_epi8(_mm_setzero_si128(), va2)); a2 += 8; const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w); const __m128i vxb0 = _mm_unpacklo_epi8(vb0, _mm_cmpgt_epi8(_mm_setzero_si128(), vb0)); vacc0x0 = _mm_add_epi32(vacc0x0, _mm_madd_epi16(vxa0, vxb0)); vacc1x0 = _mm_add_epi32(vacc1x0, _mm_madd_epi16(vxa1, vxb0)); vacc2x0 = _mm_add_epi32(vacc2x0, _mm_madd_epi16(vxa2, vxb0)); const __m128i vb1 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int8_t))); const __m128i vxb1 = _mm_unpacklo_epi8(vb1, _mm_cmpgt_epi8(_mm_setzero_si128(), vb1)); vacc0x1 = _mm_add_epi32(vacc0x1, _mm_madd_epi16(vxa0, vxb1)); vacc1x1 = _mm_add_epi32(vacc1x1, _mm_madd_epi16(vxa1, vxb1)); vacc2x1 = _mm_add_epi32(vacc2x1, _mm_madd_epi16(vxa2, vxb1)); const __m128i vb2 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 16 * sizeof(int8_t))); const __m128i vxb2 = _mm_unpacklo_epi8(vb2, _mm_cmpgt_epi8(_mm_setzero_si128(), vb2)); vacc0x2 = _mm_add_epi32(vacc0x2, _mm_madd_epi16(vxa0, vxb2)); vacc1x2 = _mm_add_epi32(vacc1x2, _mm_madd_epi16(vxa1, vxb2)); vacc2x2 = _mm_add_epi32(vacc2x2, _mm_madd_epi16(vxa2, vxb2)); const __m128i vb3 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 24 * sizeof(int8_t))); const __m128i vxb3 = _mm_unpacklo_epi8(vb3, _mm_cmpgt_epi8(_mm_setzero_si128(), vb3)); vacc0x3 = _mm_add_epi32(vacc0x3, _mm_madd_epi16(vxa0, vxb3)); vacc1x3 = _mm_add_epi32(vacc1x3, _mm_madd_epi16(vxa1, vxb3)); vacc2x3 = _mm_add_epi32(vacc2x3, _mm_madd_epi16(vxa2, vxb3)); w = (const void*) ((uintptr_t) w + 32 * sizeof(int8_t)); k += 8 * sizeof(int8_t); } const __m128i vacc0x01 = _mm_hadd_epi32(vacc0x0, vacc0x1); const __m128i vacc0x23 = _mm_hadd_epi32(vacc0x2, vacc0x3); const __m128i vacc1x01 = _mm_hadd_epi32(vacc1x0, vacc1x1); const __m128i vacc1x23 = _mm_hadd_epi32(vacc1x2, vacc1x3); const __m128i vacc2x01 = _mm_hadd_epi32(vacc2x0, vacc2x1); const __m128i vacc2x23 = _mm_hadd_epi32(vacc2x2, vacc2x3); __m128i vacc0x0123 = _mm_hadd_epi32(vacc0x01, vacc0x23); __m128i vacc1x0123 = _mm_hadd_epi32(vacc1x01, vacc1x23); __m128i vacc2x0123 = _mm_hadd_epi32(vacc2x01, vacc2x23); const __m128i vmultiplier = _mm_load_si128((const __m128i*) params->sse2.multiplier); const __m128i vrounding = _mm_load_si128((const __m128i*) params->sse2.rounding); const __m128i vnmask0x0123 = _mm_cmpgt_epi32(_mm_setzero_si128(), vacc0x0123); const __m128i vnmask1x0123 = _mm_cmpgt_epi32(_mm_setzero_si128(), vacc1x0123); const __m128i vnmask2x0123 = _mm_cmpgt_epi32(_mm_setzero_si128(), vacc2x0123); const __m128i vabsacc0x0123 = _mm_abs_epi32(vacc0x0123); const __m128i vabsacc1x0123 = _mm_abs_epi32(vacc1x0123); const __m128i vabsacc2x0123 = _mm_abs_epi32(vacc2x0123); const __m128i vabsacc0x1133 = _mm_shuffle_epi32(vabsacc0x0123, _MM_SHUFFLE(3, 3, 1, 1)); const __m128i vabsacc1x1133 = _mm_shuffle_epi32(vabsacc1x0123, _MM_SHUFFLE(3, 3, 1, 1)); const __m128i vabsacc2x1133 = _mm_shuffle_epi32(vabsacc2x0123, _MM_SHUFFLE(3, 3, 1, 1)); const __m128i vabsprod0x02 = _mm_mul_epu32(vabsacc0x0123, vmultiplier); const __m128i vabsprod1x02 = _mm_mul_epu32(vabsacc1x0123, vmultiplier); const __m128i vabsprod2x02 = _mm_mul_epu32(vabsacc2x0123, vmultiplier); const __m128i vnmask0x02 = _mm_shuffle_epi32(vnmask0x0123, _MM_SHUFFLE(2, 2, 0, 0)); const __m128i vnmask1x02 = _mm_shuffle_epi32(vnmask1x0123, _MM_SHUFFLE(2, 2, 0, 0)); const __m128i vnmask2x02 = _mm_shuffle_epi32(vnmask2x0123, _MM_SHUFFLE(2, 2, 0, 0)); const __m128i vprod0x02 = _mm_sub_epi64(_mm_xor_si128(vabsprod0x02, vnmask0x02), vnmask0x02); const __m128i vprod1x02 = _mm_sub_epi64(_mm_xor_si128(vabsprod1x02, vnmask1x02), vnmask1x02); const __m128i vprod2x02 = _mm_sub_epi64(_mm_xor_si128(vabsprod2x02, vnmask2x02), vnmask2x02); const __m128i vq31prod0x02 = _mm_srli_epi64(_mm_add_epi64(vprod0x02, vrounding), 31); const __m128i vq31prod1x02 = _mm_srli_epi64(_mm_add_epi64(vprod1x02, vrounding), 31); const __m128i vq31prod2x02 = _mm_srli_epi64(_mm_add_epi64(vprod2x02, vrounding), 31); const __m128i vabsprod0x13 = _mm_mul_epu32(vabsacc0x1133, vmultiplier); const __m128i vabsprod1x13 = _mm_mul_epu32(vabsacc1x1133, vmultiplier); const __m128i vabsprod2x13 = _mm_mul_epu32(vabsacc2x1133, vmultiplier); const __m128i vnmask0x13 = _mm_shuffle_epi32(vnmask0x0123, _MM_SHUFFLE(3, 3, 1, 1)); const __m128i vnmask1x13 = _mm_shuffle_epi32(vnmask1x0123, _MM_SHUFFLE(3, 3, 1, 1)); const __m128i vnmask2x13 = _mm_shuffle_epi32(vnmask2x0123, _MM_SHUFFLE(3, 3, 1, 1)); const __m128i vprod0x13 = _mm_sub_epi64(_mm_xor_si128(vabsprod0x13, vnmask0x13), vnmask0x13); const __m128i vprod1x13 = _mm_sub_epi64(_mm_xor_si128(vabsprod1x13, vnmask1x13), vnmask1x13); const __m128i vprod2x13 = _mm_sub_epi64(_mm_xor_si128(vabsprod2x13, vnmask2x13), vnmask2x13); const __m128i vq31prod0x13 = _mm_srli_epi64(_mm_add_epi64(vprod0x13, vrounding), 31); const __m128i vq31prod1x13 = _mm_srli_epi64(_mm_add_epi64(vprod1x13, vrounding), 31); const __m128i vq31prod2x13 = _mm_srli_epi64(_mm_add_epi64(vprod2x13, vrounding), 31); const __m128i vq31prod0x0213 = _mm_castps_si128(_mm_shuffle_ps( _mm_castsi128_ps(vq31prod0x02), _mm_castsi128_ps(vq31prod0x13), _MM_SHUFFLE(2, 0, 2, 0))); const __m128i vq31prod1x0213 = _mm_castps_si128(_mm_shuffle_ps( _mm_castsi128_ps(vq31prod1x02), _mm_castsi128_ps(vq31prod1x13), _MM_SHUFFLE(2, 0, 2, 0))); const __m128i vq31prod2x0213 = _mm_castps_si128(_mm_shuffle_ps( _mm_castsi128_ps(vq31prod2x02), _mm_castsi128_ps(vq31prod2x13), _MM_SHUFFLE(2, 0, 2, 0))); const __m128i vq31prod0x0123 = _mm_shuffle_epi32(vq31prod0x0213, _MM_SHUFFLE(3, 1, 2, 0)); const __m128i vq31prod1x0123 = _mm_shuffle_epi32(vq31prod1x0213, _MM_SHUFFLE(3, 1, 2, 0)); const __m128i vq31prod2x0123 = _mm_shuffle_epi32(vq31prod2x0213, _MM_SHUFFLE(3, 1, 2, 0)); const __m128i vremainder_mask = _mm_load_si128((const __m128i*) params->sse2.remainder_mask); const __m128i vrem0x0123 = _mm_add_epi32(_mm_and_si128(vq31prod0x0123, vremainder_mask), _mm_cmpgt_epi32(_mm_setzero_si128(), vq31prod0x0123)); const __m128i vrem1x0123 = _mm_add_epi32(_mm_and_si128(vq31prod1x0123, vremainder_mask), _mm_cmpgt_epi32(_mm_setzero_si128(), vq31prod1x0123)); const __m128i vrem2x0123 = _mm_add_epi32(_mm_and_si128(vq31prod2x0123, vremainder_mask), _mm_cmpgt_epi32(_mm_setzero_si128(), vq31prod2x0123)); const __m128i vremainder_threshold = _mm_load_si128((const __m128i*) params->sse2.remainder_threshold); const __m128i vshift = _mm_load_si128((const __m128i*) params->sse2.shift); vacc0x0123 = _mm_sub_epi32(_mm_sra_epi32(vq31prod0x0123, vshift), _mm_cmpgt_epi32(vrem0x0123, vremainder_threshold)); vacc1x0123 = _mm_sub_epi32(_mm_sra_epi32(vq31prod1x0123, vshift), _mm_cmpgt_epi32(vrem1x0123, vremainder_threshold)); vacc2x0123 = _mm_sub_epi32(_mm_sra_epi32(vq31prod2x0123, vshift), _mm_cmpgt_epi32(vrem2x0123, vremainder_threshold)); const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse2.output_zero_point); __m128i vacc01x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc1x0123), voutput_zero_point); __m128i vacc22x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc2x0123, vacc2x0123), voutput_zero_point); const __m128i voutput_min = _mm_load_si128((const __m128i*) params->sse2.output_min); const __m128i voutput_max = _mm_load_si128((const __m128i*) params->sse2.output_max); vacc01x0123 = _mm_min_epi16(_mm_max_epi16(vacc01x0123, voutput_min), voutput_max); vacc22x0123 = _mm_min_epi16(_mm_max_epi16(vacc22x0123, voutput_min), voutput_max); __m128i vout = _mm_packs_epi16(vacc01x0123, vacc22x0123); if (nc >= 4) { *((uint32_t*) c0) = (uint32_t) _mm_cvtsi128_si32(vout); vout = _mm_srli_si128(vout, 4); *((uint32_t*) c1) = (uint32_t) _mm_cvtsi128_si32(vout); vout = _mm_srli_si128(vout, 4); *((uint32_t*) c2) = (uint32_t) _mm_cvtsi128_si32(vout); c0 = (int8_t*) ((uintptr_t) c0 + cn_stride); c1 = (int8_t*) ((uintptr_t) c1 + cn_stride); c2 = (int8_t*) ((uintptr_t) c2 + cn_stride); a0 = (const int8_t*) ((uintptr_t) a0 - kc); a1 = (const int8_t*) ((uintptr_t) a1 - kc); a2 = (const int8_t*) ((uintptr_t) a2 - kc); nc -= 4; } else { if (nc & 2) { *((uint16_t*) c0) = (uint16_t) _mm_extract_epi16(vout, 0); c0 += 2; *((uint16_t*) c1) = (uint16_t) _mm_extract_epi16(vout, 2); c1 += 2; *((uint16_t*) c2) = (uint16_t) _mm_extract_epi16(vout, 4); c2 += 2; vout = _mm_srli_epi32(vout, 16); } if (nc & 1) { *((int8_t*) c0) = (int8_t) _mm_cvtsi128_si32(vout); *((int8_t*) c1) = (int8_t) _mm_extract_epi16(vout, 2); *((int8_t*) c2) = (int8_t) _mm_extract_epi16(vout, 4); } nc = 0; } } while (nc != 0); }