src/qu8-gavgpool/gen/7p7x-minmax-fp32-neonv8-c8.c - platform/external/XNNPACK - Gitiles

 // Auto-generated file. Do not edit!
 //   Template: src/qs8-gavgpool/multipass-neon.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 <arm_neon.h>

 #include <xnnpack/gavgpool.h>
 #include <xnnpack/intrinsics-polyfill.h>
 #include <xnnpack/math.h>


 void xnn_qu8_gavgpool_minmax_fp32_ukernel_7p7x__neonv8_c8(
     size_t rows,
     size_t channels,
     const uint8_t* input,
     size_t input_stride,
     const uint8_t* zero,
     int32_t* buffer,
     uint8_t* output,
     const union xnn_qu8_avgpool_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
 {
   assert(rows > 7);
   assert(channels != 0);

   const uint8_t* i0 = input;
   const uint8_t* i1 = (const uint8_t*) ((uintptr_t) i0 + input_stride);
   const uint8_t* i2 = (const uint8_t*) ((uintptr_t) i1 + input_stride);
   const uint8_t* i3 = (const uint8_t*) ((uintptr_t) i2 + input_stride);
   const uint8_t* i4 = (const uint8_t*) ((uintptr_t) i3 + input_stride);
   const uint8_t* i5 = (const uint8_t*) ((uintptr_t) i4 + input_stride);
   const uint8_t* i6 = (const uint8_t*) ((uintptr_t) i5 + input_stride);
   const size_t input_increment = 7 * input_stride - round_up_po2(channels, 8);

   const int32x4_t vinit_bias = vld1q_dup_s32(&params->fp32_neonv8.init_bias);
   int32_t* b = buffer;
   size_t c = channels;
   for (; c != 0; c = doz(c, 8)) {
     const uint8x8_t vi0x01234567 = vld1_u8(i0); i0 += 8;
     const uint8x8_t vi1x01234567 = vld1_u8(i1); i1 += 8;

     const uint8x8_t vi2x01234567 = vld1_u8(i2); i2 += 8;
     uint16x8_t vsum01234567 = vaddl_u8(vi0x01234567, vi1x01234567);

     const uint8x8_t vi3x01234567 = vld1_u8(i3); i3 += 8;
     vsum01234567 = vaddw_u8(vsum01234567, vi2x01234567);
     const uint8x8_t vi4x01234567 = vld1_u8(i4); i4 += 8;
     vsum01234567 = vaddw_u8(vsum01234567, vi3x01234567);
     const uint8x8_t vi5x01234567 = vld1_u8(i5); i5 += 8;
     vsum01234567 = vaddw_u8(vsum01234567, vi4x01234567);
     const uint8x8_t vi6x01234567 = vld1_u8(i6); i6 += 8;
     vsum01234567 = vaddw_u8(vsum01234567, vi5x01234567);
     vsum01234567 = vaddw_u8(vsum01234567, vi6x01234567);

     const int32x4_t vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vinit_bias), vget_low_u16(vsum01234567)));
     const int32x4_t vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vinit_bias), vget_high_u16(vsum01234567)));

     vst1q_s32(b, vacc0123); b += 4;
     vst1q_s32(b, vacc4567); b += 4;
   }

   for (rows -= 7; rows > 7; rows -= 7) {
     i0 = (const uint8_t*) ((uintptr_t) i0 + input_increment);
     i1 = (const uint8_t*) ((uintptr_t) i1 + input_increment);
     i2 = (const uint8_t*) ((uintptr_t) i2 + input_increment);
     i3 = (const uint8_t*) ((uintptr_t) i3 + input_increment);
     i4 = (const uint8_t*) ((uintptr_t) i4 + input_increment);
     i5 = (const uint8_t*) ((uintptr_t) i5 + input_increment);
     i6 = (const uint8_t*) ((uintptr_t) i6 + input_increment);

     int32_t* b = buffer;
     size_t c = channels;
     for (; c != 0; c = doz(c, 8)) {
       const uint8x8_t vi0x01234567 = vld1_u8(i0); i0 += 8;
       const uint8x8_t vi1x01234567 = vld1_u8(i1); i1 += 8;

       const uint8x8_t vi2x01234567 = vld1_u8(i2); i2 += 8;
       uint16x8_t vsum01234567 = vaddl_u8(vi0x01234567, vi1x01234567);

       const uint8x8_t vi3x01234567 = vld1_u8(i3); i3 += 8;
       vsum01234567 = vaddw_u8(vsum01234567, vi2x01234567);
       const uint8x8_t vi4x01234567 = vld1_u8(i4); i4 += 8;
       vsum01234567 = vaddw_u8(vsum01234567, vi3x01234567);
       const uint8x8_t vi5x01234567 = vld1_u8(i5); i5 += 8;
       vsum01234567 = vaddw_u8(vsum01234567, vi4x01234567);
       const uint8x8_t vi6x01234567 = vld1_u8(i6); i6 += 8;
       vsum01234567 = vaddw_u8(vsum01234567, vi5x01234567);
       int32x4_t vacc0123 = vld1q_s32(b);
       int32x4_t vacc4567 = vld1q_s32(b + 4);
       vsum01234567 = vaddw_u8(vsum01234567, vi6x01234567);

       vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vsum01234567)));
       vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vsum01234567)));

       vst1q_s32(b, vacc0123); b += 4;
       vst1q_s32(b, vacc4567); b += 4;
     }
   }

   i0 = (const uint8_t*) ((uintptr_t) i0 + input_increment);
   i1 = (const uint8_t*) ((uintptr_t) i1 + input_increment);
   if XNN_UNPREDICTABLE(rows < 2) {
     i1 = zero;
   }
   i2 = (const uint8_t*) ((uintptr_t) i2 + input_increment);
   if XNN_UNPREDICTABLE(rows <= 2) {
     i2 = zero;
   }
   i3 = (const uint8_t*) ((uintptr_t) i3 + input_increment);
   if XNN_UNPREDICTABLE(rows < 4) {
     i3 = zero;
   }
   i4 = (const uint8_t*) ((uintptr_t) i4 + input_increment);
   if XNN_UNPREDICTABLE(rows <= 4) {
     i4 = zero;
   }
   i5 = (const uint8_t*) ((uintptr_t) i5 + input_increment);
   if XNN_UNPREDICTABLE(rows < 6) {
     i5 = zero;
   }
   i6 = (const uint8_t*) ((uintptr_t) i6 + input_increment);
   if XNN_UNPREDICTABLE(rows <= 6) {
     i6 = zero;
   }

   const float32x4_t vscale = vld1q_dup_f32(&params->fp32_neonv8.scale);
   const int16x8_t voutput_zero_point = vld1q_dup_s16(&params->fp32_neonv8.output_zero_point);
   const uint8x8_t voutput_min = vld1_dup_u8(&params->fp32_neonv8.output_min);
   const uint8x8_t voutput_max = vld1_dup_u8(&params->fp32_neonv8.output_max);
   for (; channels >= 8; channels -= 8) {
     const uint8x8_t vi0x01234567 = vld1_u8(i0); i0 += 8;
     const uint8x8_t vi1x01234567 = vld1_u8(i1); i1 += 8;

     const uint8x8_t vi2x01234567 = vld1_u8(i2); i2 += 8;
     uint16x8_t vsum01234567 = vaddl_u8(vi0x01234567, vi1x01234567);

     const uint8x8_t vi3x01234567 = vld1_u8(i3); i3 += 8;
     vsum01234567 = vaddw_u8(vsum01234567, vi2x01234567);
     const uint8x8_t vi4x01234567 = vld1_u8(i4); i4 += 8;
     vsum01234567 = vaddw_u8(vsum01234567, vi3x01234567);
     const uint8x8_t vi5x01234567 = vld1_u8(i5); i5 += 8;
     vsum01234567 = vaddw_u8(vsum01234567, vi4x01234567);
     const uint8x8_t vi6x01234567 = vld1_u8(i6); i6 += 8;
     vsum01234567 = vaddw_u8(vsum01234567, vi5x01234567);
     int32x4_t vacc0123 = vld1q_s32(buffer); buffer += 4;
     int32x4_t vacc4567 = vld1q_s32(buffer); buffer += 4;
     vsum01234567 = vaddw_u8(vsum01234567, vi6x01234567);

     vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vsum01234567)));
     vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vsum01234567)));

     float32x4_t vfpacc0123 = vcvtq_f32_s32(vacc0123);
     float32x4_t vfpacc4567 = vcvtq_f32_s32(vacc4567);

     vfpacc0123 = vmulq_f32(vfpacc0123, vscale);
     vfpacc4567 = vmulq_f32(vfpacc4567, vscale);

     vacc0123 = vcvtnq_s32_f32(vfpacc0123);
     vacc4567 = vcvtnq_s32_f32(vfpacc4567);

     #if XNN_ARCH_ARM64
       int16x8_t vacc01234567 = vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567);
     #else  // !XNN_ARCH_ARM64
       int16x8_t vacc01234567 = vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567));
     #endif  // !XNN_ARCH_ARM64

     vacc01234567 = vqaddq_s16(vacc01234567, voutput_zero_point);

     #if XNN_ARCH_ARM64
       uint8x8_t vout01234567 = vqmovun_s16(vacc01234567);
     #else  // !XNN_ARCH_ARM64
       uint8x8_t vout01234567 = vqmovun_s16(vacc01234567);
     #endif  // !XNN_ARCH_ARM64

     vout01234567 = vmax_u8(vout01234567, voutput_min);

     vout01234567 = vmin_u8(vout01234567, voutput_max);

     vst1_u8(output, vout01234567); output += 8;
   }
   if XNN_UNLIKELY(channels != 0) {
     {
       const uint8x8_t vi0x01234567 = vld1_u8(i0);
       const uint8x8_t vi1x01234567 = vld1_u8(i1);
       const uint8x8_t vi2x01234567 = vld1_u8(i2);
       uint16x8_t vsum01234567 = vaddl_u8(vi0x01234567, vi1x01234567);

       const uint8x8_t vi3x01234567 = vld1_u8(i3);
       vsum01234567 = vaddw_u8(vsum01234567, vi2x01234567);
       const uint8x8_t vi4x01234567 = vld1_u8(i4);
       vsum01234567 = vaddw_u8(vsum01234567, vi3x01234567);
       const uint8x8_t vi5x01234567 = vld1_u8(i5);
       vsum01234567 = vaddw_u8(vsum01234567, vi4x01234567);
       const uint8x8_t vi6x01234567 = vld1_u8(i6);
       vsum01234567 = vaddw_u8(vsum01234567, vi5x01234567);
       int32x4_t vacc0123 = vld1q_s32(buffer); buffer += 4;
       int32x4_t vacc4567 = vld1q_s32(buffer); buffer += 4;
       vsum01234567 = vaddw_u8(vsum01234567, vi6x01234567);

       vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vsum01234567)));
       vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vsum01234567)));

       float32x4_t vfpacc0123 = vcvtq_f32_s32(vacc0123);
       float32x4_t vfpacc4567 = vcvtq_f32_s32(vacc4567);

       vfpacc0123 = vmulq_f32(vfpacc0123, vscale);
       vfpacc4567 = vmulq_f32(vfpacc4567, vscale);

       vacc0123 = vcvtnq_s32_f32(vfpacc0123);
       vacc4567 = vcvtnq_s32_f32(vfpacc4567);

       #if XNN_ARCH_ARM64
         int16x8_t vacc01234567 = vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567);
       #else
         int16x8_t vacc01234567 = vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567));
       #endif
       vacc01234567 = vqaddq_s16(vacc01234567, voutput_zero_point);

       uint8x8_t vout01234567 = vqmovun_s16(vacc01234567);
       vout01234567 = vmax_u8(vout01234567, voutput_min);
       vout01234567 = vmin_u8(vout01234567, voutput_max);

       if (channels & 4) {
         vst1_lane_u32((void*) output, vreinterpret_u32_u8(vout01234567), 0); output += 4;
         vout01234567 = vext_u8(vout01234567, vout01234567, 4);
       }
       if (channels & 2) {
         vst1_lane_u16((void*) output, vreinterpret_u16_u8(vout01234567), 0); output += 2;
         vout01234567 = vext_u8(vout01234567, vout01234567, 2);
       }
       if (channels & 1) {
         vst1_lane_u8(output, vout01234567, 0);
       }
     }
   }
 }
	// Auto-generated file. Do not edit!
	// Template: src/qs8-gavgpool/multipass-neon.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 <arm_neon.h>

	#include <xnnpack/gavgpool.h>
	#include <xnnpack/intrinsics-polyfill.h>
	#include <xnnpack/math.h>


	void xnn_qu8_gavgpool_minmax_fp32_ukernel_7p7x__neonv8_c8(
	size_t rows,
	size_t channels,
	const uint8_t* input,
	size_t input_stride,
	const uint8_t* zero,
	int32_t* buffer,
	uint8_t* output,
	const union xnn_qu8_avgpool_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
	{
	assert(rows > 7);
	assert(channels != 0);

	const uint8_t* i0 = input;
	const uint8_t* i1 = (const uint8_t*) ((uintptr_t) i0 + input_stride);
	const uint8_t* i2 = (const uint8_t*) ((uintptr_t) i1 + input_stride);
	const uint8_t* i3 = (const uint8_t*) ((uintptr_t) i2 + input_stride);
	const uint8_t* i4 = (const uint8_t*) ((uintptr_t) i3 + input_stride);
	const uint8_t* i5 = (const uint8_t*) ((uintptr_t) i4 + input_stride);
	const uint8_t* i6 = (const uint8_t*) ((uintptr_t) i5 + input_stride);
	const size_t input_increment = 7 * input_stride - round_up_po2(channels, 8);

	const int32x4_t vinit_bias = vld1q_dup_s32(&params->fp32_neonv8.init_bias);
	int32_t* b = buffer;
	size_t c = channels;
	for (; c != 0; c = doz(c, 8)) {
	const uint8x8_t vi0x01234567 = vld1_u8(i0); i0 += 8;
	const uint8x8_t vi1x01234567 = vld1_u8(i1); i1 += 8;

	const uint8x8_t vi2x01234567 = vld1_u8(i2); i2 += 8;
	uint16x8_t vsum01234567 = vaddl_u8(vi0x01234567, vi1x01234567);

	const uint8x8_t vi3x01234567 = vld1_u8(i3); i3 += 8;
	vsum01234567 = vaddw_u8(vsum01234567, vi2x01234567);
	const uint8x8_t vi4x01234567 = vld1_u8(i4); i4 += 8;
	vsum01234567 = vaddw_u8(vsum01234567, vi3x01234567);
	const uint8x8_t vi5x01234567 = vld1_u8(i5); i5 += 8;
	vsum01234567 = vaddw_u8(vsum01234567, vi4x01234567);
	const uint8x8_t vi6x01234567 = vld1_u8(i6); i6 += 8;
	vsum01234567 = vaddw_u8(vsum01234567, vi5x01234567);
	vsum01234567 = vaddw_u8(vsum01234567, vi6x01234567);

	const int32x4_t vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vinit_bias), vget_low_u16(vsum01234567)));
	const int32x4_t vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vinit_bias), vget_high_u16(vsum01234567)));

	vst1q_s32(b, vacc0123); b += 4;
	vst1q_s32(b, vacc4567); b += 4;
	}

	for (rows -= 7; rows > 7; rows -= 7) {
	i0 = (const uint8_t*) ((uintptr_t) i0 + input_increment);
	i1 = (const uint8_t*) ((uintptr_t) i1 + input_increment);
	i2 = (const uint8_t*) ((uintptr_t) i2 + input_increment);
	i3 = (const uint8_t*) ((uintptr_t) i3 + input_increment);
	i4 = (const uint8_t*) ((uintptr_t) i4 + input_increment);
	i5 = (const uint8_t*) ((uintptr_t) i5 + input_increment);
	i6 = (const uint8_t*) ((uintptr_t) i6 + input_increment);

	int32_t* b = buffer;
	size_t c = channels;
	for (; c != 0; c = doz(c, 8)) {
	const uint8x8_t vi0x01234567 = vld1_u8(i0); i0 += 8;
	const uint8x8_t vi1x01234567 = vld1_u8(i1); i1 += 8;

	const uint8x8_t vi2x01234567 = vld1_u8(i2); i2 += 8;
	uint16x8_t vsum01234567 = vaddl_u8(vi0x01234567, vi1x01234567);

	const uint8x8_t vi3x01234567 = vld1_u8(i3); i3 += 8;
	vsum01234567 = vaddw_u8(vsum01234567, vi2x01234567);
	const uint8x8_t vi4x01234567 = vld1_u8(i4); i4 += 8;
	vsum01234567 = vaddw_u8(vsum01234567, vi3x01234567);
	const uint8x8_t vi5x01234567 = vld1_u8(i5); i5 += 8;
	vsum01234567 = vaddw_u8(vsum01234567, vi4x01234567);
	const uint8x8_t vi6x01234567 = vld1_u8(i6); i6 += 8;
	vsum01234567 = vaddw_u8(vsum01234567, vi5x01234567);
	int32x4_t vacc0123 = vld1q_s32(b);
	int32x4_t vacc4567 = vld1q_s32(b + 4);
	vsum01234567 = vaddw_u8(vsum01234567, vi6x01234567);

	vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vsum01234567)));
	vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vsum01234567)));

	vst1q_s32(b, vacc0123); b += 4;
	vst1q_s32(b, vacc4567); b += 4;
	}
	}

	i0 = (const uint8_t*) ((uintptr_t) i0 + input_increment);
	i1 = (const uint8_t*) ((uintptr_t) i1 + input_increment);
	if XNN_UNPREDICTABLE(rows < 2) {
	i1 = zero;
	}
	i2 = (const uint8_t*) ((uintptr_t) i2 + input_increment);
	if XNN_UNPREDICTABLE(rows <= 2) {
	i2 = zero;
	}
	i3 = (const uint8_t*) ((uintptr_t) i3 + input_increment);
	if XNN_UNPREDICTABLE(rows < 4) {
	i3 = zero;
	}
	i4 = (const uint8_t*) ((uintptr_t) i4 + input_increment);
	if XNN_UNPREDICTABLE(rows <= 4) {
	i4 = zero;
	}
	i5 = (const uint8_t*) ((uintptr_t) i5 + input_increment);
	if XNN_UNPREDICTABLE(rows < 6) {
	i5 = zero;
	}
	i6 = (const uint8_t*) ((uintptr_t) i6 + input_increment);
	if XNN_UNPREDICTABLE(rows <= 6) {
	i6 = zero;
	}

	const float32x4_t vscale = vld1q_dup_f32(&params->fp32_neonv8.scale);
	const int16x8_t voutput_zero_point = vld1q_dup_s16(&params->fp32_neonv8.output_zero_point);
	const uint8x8_t voutput_min = vld1_dup_u8(&params->fp32_neonv8.output_min);
	const uint8x8_t voutput_max = vld1_dup_u8(&params->fp32_neonv8.output_max);
	for (; channels >= 8; channels -= 8) {
	const uint8x8_t vi0x01234567 = vld1_u8(i0); i0 += 8;
	const uint8x8_t vi1x01234567 = vld1_u8(i1); i1 += 8;

	const uint8x8_t vi2x01234567 = vld1_u8(i2); i2 += 8;
	uint16x8_t vsum01234567 = vaddl_u8(vi0x01234567, vi1x01234567);

	const uint8x8_t vi3x01234567 = vld1_u8(i3); i3 += 8;
	vsum01234567 = vaddw_u8(vsum01234567, vi2x01234567);
	const uint8x8_t vi4x01234567 = vld1_u8(i4); i4 += 8;
	vsum01234567 = vaddw_u8(vsum01234567, vi3x01234567);
	const uint8x8_t vi5x01234567 = vld1_u8(i5); i5 += 8;
	vsum01234567 = vaddw_u8(vsum01234567, vi4x01234567);
	const uint8x8_t vi6x01234567 = vld1_u8(i6); i6 += 8;
	vsum01234567 = vaddw_u8(vsum01234567, vi5x01234567);
	int32x4_t vacc0123 = vld1q_s32(buffer); buffer += 4;
	int32x4_t vacc4567 = vld1q_s32(buffer); buffer += 4;
	vsum01234567 = vaddw_u8(vsum01234567, vi6x01234567);

	vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vsum01234567)));
	vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vsum01234567)));

	float32x4_t vfpacc0123 = vcvtq_f32_s32(vacc0123);
	float32x4_t vfpacc4567 = vcvtq_f32_s32(vacc4567);

	vfpacc0123 = vmulq_f32(vfpacc0123, vscale);
	vfpacc4567 = vmulq_f32(vfpacc4567, vscale);

	vacc0123 = vcvtnq_s32_f32(vfpacc0123);
	vacc4567 = vcvtnq_s32_f32(vfpacc4567);

	#if XNN_ARCH_ARM64
	int16x8_t vacc01234567 = vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567);
	#else // !XNN_ARCH_ARM64
	int16x8_t vacc01234567 = vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567));
	#endif // !XNN_ARCH_ARM64

	vacc01234567 = vqaddq_s16(vacc01234567, voutput_zero_point);

	#if XNN_ARCH_ARM64
	uint8x8_t vout01234567 = vqmovun_s16(vacc01234567);
	#else // !XNN_ARCH_ARM64
	uint8x8_t vout01234567 = vqmovun_s16(vacc01234567);
	#endif // !XNN_ARCH_ARM64

	vout01234567 = vmax_u8(vout01234567, voutput_min);

	vout01234567 = vmin_u8(vout01234567, voutput_max);

	vst1_u8(output, vout01234567); output += 8;
	}
	if XNN_UNLIKELY(channels != 0) {
	{
	const uint8x8_t vi0x01234567 = vld1_u8(i0);
	const uint8x8_t vi1x01234567 = vld1_u8(i1);
	const uint8x8_t vi2x01234567 = vld1_u8(i2);
	uint16x8_t vsum01234567 = vaddl_u8(vi0x01234567, vi1x01234567);

	const uint8x8_t vi3x01234567 = vld1_u8(i3);
	vsum01234567 = vaddw_u8(vsum01234567, vi2x01234567);
	const uint8x8_t vi4x01234567 = vld1_u8(i4);
	vsum01234567 = vaddw_u8(vsum01234567, vi3x01234567);
	const uint8x8_t vi5x01234567 = vld1_u8(i5);
	vsum01234567 = vaddw_u8(vsum01234567, vi4x01234567);
	const uint8x8_t vi6x01234567 = vld1_u8(i6);
	vsum01234567 = vaddw_u8(vsum01234567, vi5x01234567);
	int32x4_t vacc0123 = vld1q_s32(buffer); buffer += 4;
	int32x4_t vacc4567 = vld1q_s32(buffer); buffer += 4;
	vsum01234567 = vaddw_u8(vsum01234567, vi6x01234567);

	vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vsum01234567)));
	vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vsum01234567)));

	float32x4_t vfpacc0123 = vcvtq_f32_s32(vacc0123);
	float32x4_t vfpacc4567 = vcvtq_f32_s32(vacc4567);

	vfpacc0123 = vmulq_f32(vfpacc0123, vscale);
	vfpacc4567 = vmulq_f32(vfpacc4567, vscale);

	vacc0123 = vcvtnq_s32_f32(vfpacc0123);
	vacc4567 = vcvtnq_s32_f32(vfpacc4567);

	#if XNN_ARCH_ARM64
	int16x8_t vacc01234567 = vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567);
	#else
	int16x8_t vacc01234567 = vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567));
	#endif
	vacc01234567 = vqaddq_s16(vacc01234567, voutput_zero_point);

	uint8x8_t vout01234567 = vqmovun_s16(vacc01234567);
	vout01234567 = vmax_u8(vout01234567, voutput_min);
	vout01234567 = vmin_u8(vout01234567, voutput_max);

	if (channels & 4) {
	vst1_lane_u32((void*) output, vreinterpret_u32_u8(vout01234567), 0); output += 4;
	vout01234567 = vext_u8(vout01234567, vout01234567, 4);
	}
	if (channels & 2) {
	vst1_lane_u16((void*) output, vreinterpret_u16_u8(vout01234567), 0); output += 2;
	vout01234567 = vext_u8(vout01234567, vout01234567, 2);
	}
	if (channels & 1) {
	vst1_lane_u8(output, vout01234567, 0);
	}
	}
	}
	}