src/qs8-gemm/gen/3x4c2-minmax-gemmlowp-sse41-ld128.c - platform/external/XNNPACK - Gitiles

 // Auto-generated file. Do not edit!
 //   Template: src/qs8-gemm/MRx4c2-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 <assert.h>

 #include <smmintrin.h>

 #include <xnnpack/gemm.h>
 #include <xnnpack/math.h>


 void xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x4c2__sse41_ld128(
     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_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN XNN_DISABLE_MSAN
 {
   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, 2);
   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 vacc0x0123 = _mm_loadu_si128((const __m128i*) w);
     __m128i vacc1x0123 = vacc0x0123;
     __m128i vacc2x0123 = vacc0x0123;
     w = (const void*) ((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 va1 = _mm_loadl_epi64((const __m128i*) a1);
       const __m128i vxa1 = _mm_cvtepi8_epi16(va1);
       a1 += 8;
       const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2);
       const __m128i vxa2 = _mm_cvtepi8_epi16(va2);
       a2 += 8;

       const __m128i vb01 = _mm_loadu_si128((const __m128i*) w);
       const __m128i vsb01 = _mm_cmpgt_epi8(_mm_setzero_si128(), vb01);
       const __m128i vxb0 = _mm_unpacklo_epi8(vb01, vsb01);
       const __m128i vxb1 = _mm_unpackhi_epi8(vb01, vsb01);

       vacc0x0123 = _mm_add_epi32(vacc0x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
       vacc1x0123 = _mm_add_epi32(vacc1x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
       vacc2x0123 = _mm_add_epi32(vacc2x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));

       vacc0x0123 = _mm_add_epi32(vacc0x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
       vacc1x0123 = _mm_add_epi32(vacc1x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
       vacc2x0123 = _mm_add_epi32(vacc2x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
       const __m128i vb23 = _mm_loadu_si128((const __m128i*) ((const int8_t*) w + 16));
       const __m128i vsb23 = _mm_cmpgt_epi8(_mm_setzero_si128(), vb23);
       const __m128i vxb2 = _mm_unpacklo_epi8(vb23, vsb23);
       const __m128i vxb3 = _mm_unpackhi_epi8(vb23, vsb23);

       vacc0x0123 = _mm_add_epi32(vacc0x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
       vacc1x0123 = _mm_add_epi32(vacc1x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
       vacc2x0123 = _mm_add_epi32(vacc2x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));

       vacc0x0123 = _mm_add_epi32(vacc0x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));
       vacc1x0123 = _mm_add_epi32(vacc1x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));
       vacc2x0123 = _mm_add_epi32(vacc2x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));

       w = (const void*) ((const int8_t*) w + 32);
       k -= 8 * sizeof(int8_t);
     }
     if (k != 0) {
       const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
       const __m128i vxa0 = _mm_cvtepi8_epi16(va0);
       a0 = (const int8_t*) ((uintptr_t) a0 + k);
       const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1);
       const __m128i vxa1 = _mm_cvtepi8_epi16(va1);
       a1 = (const int8_t*) ((uintptr_t) a1 + k);
       const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2);
       const __m128i vxa2 = _mm_cvtepi8_epi16(va2);
       a2 = (const int8_t*) ((uintptr_t) a2 + k);

       const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w);
       const __m128i vxb0 = _mm_cvtepi8_epi16(vb0);
       w = (const void*) ((const int8_t*) w + 8);

       vacc0x0123 = _mm_add_epi32(vacc0x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
       vacc1x0123 = _mm_add_epi32(vacc1x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
       vacc2x0123 = _mm_add_epi32(vacc2x0123,
         _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));

       if (k > 2 * sizeof(int8_t)) {
         const __m128i vb1 = _mm_loadl_epi64((const __m128i*) w);
         const __m128i vxb1 = _mm_cvtepi8_epi16(vb1);
         w = (const void*) ((const int8_t*) w + 8);

         vacc0x0123 = _mm_add_epi32(vacc0x0123,
           _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
         vacc1x0123 = _mm_add_epi32(vacc1x0123,
           _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
         vacc2x0123 = _mm_add_epi32(vacc2x0123,
           _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));

         if (k > 4 * sizeof(int8_t)) {
           const __m128i vb2 = _mm_loadl_epi64((const __m128i*) w);
           const __m128i vxb2 = _mm_cvtepi8_epi16(vb2);
           w = (const void*) ((const int8_t*) w + 8);

           vacc0x0123 = _mm_add_epi32(vacc0x0123,
             _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
           vacc1x0123 = _mm_add_epi32(vacc1x0123,
             _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
           vacc2x0123 = _mm_add_epi32(vacc2x0123,
             _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
         }
       }
     }

     const __m128i vmultiplier = _mm_load_si128((const __m128i*) params->gemmlowp_sse4.multiplier);
     const __m128i vrounding = _mm_load_si128((const __m128i*) params->gemmlowp_sse4.rounding);

     const __m128i vacc0x1133 = _mm_shuffle_epi32(vacc0x0123, _MM_SHUFFLE(3, 3, 1, 1));
     const __m128i vacc1x1133 = _mm_shuffle_epi32(vacc1x0123, _MM_SHUFFLE(3, 3, 1, 1));
     const __m128i vacc2x1133 = _mm_shuffle_epi32(vacc2x0123, _MM_SHUFFLE(3, 3, 1, 1));

     const __m128i vprod0x02 = _mm_add_epi64(_mm_mul_epi32(vacc0x0123, vmultiplier), vrounding);
     const __m128i vprod1x02 = _mm_add_epi64(_mm_mul_epi32(vacc1x0123, vmultiplier), vrounding);
     const __m128i vprod2x02 = _mm_add_epi64(_mm_mul_epi32(vacc2x0123, vmultiplier), vrounding);

     const __m128i vprod0x13 = _mm_add_epi64(_mm_mul_epi32(vacc0x1133, vmultiplier), vrounding);
     const __m128i vprod1x13 = _mm_add_epi64(_mm_mul_epi32(vacc1x1133, vmultiplier), vrounding);
     const __m128i vprod2x13 = _mm_add_epi64(_mm_mul_epi32(vacc2x1133, vmultiplier), vrounding);

     const __m128i vq31prod0x02 = _mm_srli_epi64(vprod0x02, 31);
     const __m128i vq31prod0x13 = _mm_add_epi64(vprod0x13, vprod0x13);
     const __m128i vq31prod1x02 = _mm_srli_epi64(vprod1x02, 31);
     const __m128i vq31prod1x13 = _mm_add_epi64(vprod1x13, vprod1x13);
     const __m128i vq31prod2x02 = _mm_srli_epi64(vprod2x02, 31);
     const __m128i vq31prod2x13 = _mm_add_epi64(vprod2x13, vprod2x13);

     const __m128i vq31prod0x0123 = _mm_blend_epi16(vq31prod0x02, vq31prod0x13, 0xCC);
     const __m128i vq31prod1x0123 = _mm_blend_epi16(vq31prod1x02, vq31prod1x13, 0xCC);
     const __m128i vq31prod2x0123 = _mm_blend_epi16(vq31prod2x02, vq31prod2x13, 0xCC);

     const __m128i vremainder_mask = _mm_load_si128((const __m128i*) params->gemmlowp_sse4.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->gemmlowp_sse4.remainder_threshold);
     const __m128i vshift = _mm_loadl_epi64((const __m128i*) params->gemmlowp_sse4.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->gemmlowp_sse4.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);


     __m128i vout = _mm_packs_epi16(vacc01x0123, vacc22x0123);

     vout = _mm_max_epi8(vout, _mm_load_si128((const __m128i*) params->gemmlowp_sse4.output_min));
     vout = _mm_min_epi8(vout, _mm_load_si128((const __m128i*) params->gemmlowp_sse4.output_max));

     if (nc >= 4) {
       *((uint32_t*) c0) = (uint32_t) _mm_cvtsi128_si32(vout);
       *((uint32_t*) c1) = (uint32_t) _mm_extract_epi32(vout, 1);
       *((uint32_t*) c2) = (uint32_t) _mm_extract_epi32(vout, 2);

       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) {
         *c0 = (int8_t) _mm_extract_epi8(vout, 0);
         *c1 = (int8_t) _mm_extract_epi8(vout, 4);
         *c2 = (int8_t) _mm_extract_epi8(vout, 8);
       }

       nc = 0;
     }
   } while (nc != 0);
 }
	// Auto-generated file. Do not edit!
	// Template: src/qs8-gemm/MRx4c2-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 <assert.h>

	#include <smmintrin.h>

	#include <xnnpack/gemm.h>
	#include <xnnpack/math.h>



	void xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x4c2__sse41_ld128(
	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_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN XNN_DISABLE_MSAN
	{
	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, 2);
	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 vacc0x0123 = _mm_loadu_si128((const __m128i*) w);
	__m128i vacc1x0123 = vacc0x0123;
	__m128i vacc2x0123 = vacc0x0123;
	w = (const void) ((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 va1 = _mm_loadl_epi64((const __m128i*) a1);
	const __m128i vxa1 = _mm_cvtepi8_epi16(va1);
	a1 += 8;
	const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2);
	const __m128i vxa2 = _mm_cvtepi8_epi16(va2);
	a2 += 8;

	const __m128i vb01 = _mm_loadu_si128((const __m128i*) w);
	const __m128i vsb01 = _mm_cmpgt_epi8(_mm_setzero_si128(), vb01);
	const __m128i vxb0 = _mm_unpacklo_epi8(vb01, vsb01);
	const __m128i vxb1 = _mm_unpackhi_epi8(vb01, vsb01);

	vacc0x0123 = _mm_add_epi32(vacc0x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
	vacc1x0123 = _mm_add_epi32(vacc1x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
	vacc2x0123 = _mm_add_epi32(vacc2x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));

	vacc0x0123 = _mm_add_epi32(vacc0x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
	vacc1x0123 = _mm_add_epi32(vacc1x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
	vacc2x0123 = _mm_add_epi32(vacc2x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
	const __m128i vb23 = _mm_loadu_si128((const __m128i) ((const int8_t) w + 16));
	const __m128i vsb23 = _mm_cmpgt_epi8(_mm_setzero_si128(), vb23);
	const __m128i vxb2 = _mm_unpacklo_epi8(vb23, vsb23);
	const __m128i vxb3 = _mm_unpackhi_epi8(vb23, vsb23);

	vacc0x0123 = _mm_add_epi32(vacc0x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
	vacc1x0123 = _mm_add_epi32(vacc1x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
	vacc2x0123 = _mm_add_epi32(vacc2x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));

	vacc0x0123 = _mm_add_epi32(vacc0x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));
	vacc1x0123 = _mm_add_epi32(vacc1x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));
	vacc2x0123 = _mm_add_epi32(vacc2x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));

	w = (const void) ((const int8_t) w + 32);
	k -= 8 * sizeof(int8_t);
	}
	if (k != 0) {
	const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
	const __m128i vxa0 = _mm_cvtepi8_epi16(va0);
	a0 = (const int8_t*) ((uintptr_t) a0 + k);
	const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1);
	const __m128i vxa1 = _mm_cvtepi8_epi16(va1);
	a1 = (const int8_t*) ((uintptr_t) a1 + k);
	const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2);
	const __m128i vxa2 = _mm_cvtepi8_epi16(va2);
	a2 = (const int8_t*) ((uintptr_t) a2 + k);

	const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w);
	const __m128i vxb0 = _mm_cvtepi8_epi16(vb0);
	w = (const void) ((const int8_t) w + 8);

	vacc0x0123 = _mm_add_epi32(vacc0x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
	vacc1x0123 = _mm_add_epi32(vacc1x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
	vacc2x0123 = _mm_add_epi32(vacc2x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));

	if (k > 2 * sizeof(int8_t)) {
	const __m128i vb1 = _mm_loadl_epi64((const __m128i*) w);
	const __m128i vxb1 = _mm_cvtepi8_epi16(vb1);
	w = (const void) ((const int8_t) w + 8);

	vacc0x0123 = _mm_add_epi32(vacc0x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
	vacc1x0123 = _mm_add_epi32(vacc1x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
	vacc2x0123 = _mm_add_epi32(vacc2x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));

	if (k > 4 * sizeof(int8_t)) {
	const __m128i vb2 = _mm_loadl_epi64((const __m128i*) w);
	const __m128i vxb2 = _mm_cvtepi8_epi16(vb2);
	w = (const void) ((const int8_t) w + 8);

	vacc0x0123 = _mm_add_epi32(vacc0x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
	vacc1x0123 = _mm_add_epi32(vacc1x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
	vacc2x0123 = _mm_add_epi32(vacc2x0123,
	_mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
	}
	}
	}

	const __m128i vmultiplier = _mm_load_si128((const __m128i*) params->gemmlowp_sse4.multiplier);
	const __m128i vrounding = _mm_load_si128((const __m128i*) params->gemmlowp_sse4.rounding);

	const __m128i vacc0x1133 = _mm_shuffle_epi32(vacc0x0123, _MM_SHUFFLE(3, 3, 1, 1));
	const __m128i vacc1x1133 = _mm_shuffle_epi32(vacc1x0123, _MM_SHUFFLE(3, 3, 1, 1));
	const __m128i vacc2x1133 = _mm_shuffle_epi32(vacc2x0123, _MM_SHUFFLE(3, 3, 1, 1));

	const __m128i vprod0x02 = _mm_add_epi64(_mm_mul_epi32(vacc0x0123, vmultiplier), vrounding);
	const __m128i vprod1x02 = _mm_add_epi64(_mm_mul_epi32(vacc1x0123, vmultiplier), vrounding);
	const __m128i vprod2x02 = _mm_add_epi64(_mm_mul_epi32(vacc2x0123, vmultiplier), vrounding);

	const __m128i vprod0x13 = _mm_add_epi64(_mm_mul_epi32(vacc0x1133, vmultiplier), vrounding);
	const __m128i vprod1x13 = _mm_add_epi64(_mm_mul_epi32(vacc1x1133, vmultiplier), vrounding);
	const __m128i vprod2x13 = _mm_add_epi64(_mm_mul_epi32(vacc2x1133, vmultiplier), vrounding);

	const __m128i vq31prod0x02 = _mm_srli_epi64(vprod0x02, 31);
	const __m128i vq31prod0x13 = _mm_add_epi64(vprod0x13, vprod0x13);
	const __m128i vq31prod1x02 = _mm_srli_epi64(vprod1x02, 31);
	const __m128i vq31prod1x13 = _mm_add_epi64(vprod1x13, vprod1x13);
	const __m128i vq31prod2x02 = _mm_srli_epi64(vprod2x02, 31);
	const __m128i vq31prod2x13 = _mm_add_epi64(vprod2x13, vprod2x13);

	const __m128i vq31prod0x0123 = _mm_blend_epi16(vq31prod0x02, vq31prod0x13, 0xCC);
	const __m128i vq31prod1x0123 = _mm_blend_epi16(vq31prod1x02, vq31prod1x13, 0xCC);
	const __m128i vq31prod2x0123 = _mm_blend_epi16(vq31prod2x02, vq31prod2x13, 0xCC);

	const __m128i vremainder_mask = _mm_load_si128((const __m128i*) params->gemmlowp_sse4.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->gemmlowp_sse4.remainder_threshold);
	const __m128i vshift = _mm_loadl_epi64((const __m128i*) params->gemmlowp_sse4.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->gemmlowp_sse4.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);


	__m128i vout = _mm_packs_epi16(vacc01x0123, vacc22x0123);

	vout = _mm_max_epi8(vout, _mm_load_si128((const __m128i*) params->gemmlowp_sse4.output_min));
	vout = _mm_min_epi8(vout, _mm_load_si128((const __m128i*) params->gemmlowp_sse4.output_max));

	if (nc >= 4) {
	((uint32_t) c0) = (uint32_t) _mm_cvtsi128_si32(vout);
	((uint32_t) c1) = (uint32_t) _mm_extract_epi32(vout, 1);
	((uint32_t) c2) = (uint32_t) _mm_extract_epi32(vout, 2);

	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) {
	*c0 = (int8_t) _mm_extract_epi8(vout, 0);
	*c1 = (int8_t) _mm_extract_epi8(vout, 4);
	*c2 = (int8_t) _mm_extract_epi8(vout, 8);
	}

	nc = 0;
	}
	} while (nc != 0);
	}