src/qs8-gavgpool/gen/7x-minmax-fp32-wasmsimd-c24.c - platform/external/XNNPACK - Gitiles

 // Auto-generated file. Do not edit!
 //   Template: src/qs8-gavgpool/unipass-wasmsimd.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 <wasm_simd128.h>

 #include <xnnpack/gavgpool.h>


 void xnn_qs8_gavgpool_minmax_fp32_ukernel_7x__wasmsimd_c24(
     size_t rows,
     size_t channels,
     const int8_t* input,
     size_t input_stride,
     const int8_t* zero,
     int8_t* output,
     const union xnn_qs8_avgpool_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
 {
   assert(rows != 0);
   assert(rows <= 7);
   assert(channels != 0);

   const int8_t* i0 = input;
   const int8_t* i1 = (const int8_t*) ((uintptr_t) i0 + input_stride);
   if XNN_UNPREDICTABLE(rows < 2) {
     i1 = zero;
   }
   const int8_t* i2 = (const int8_t*) ((uintptr_t) i1 + input_stride);
   if XNN_UNPREDICTABLE(rows <= 2) {
     i2 = zero;
   }
   const int8_t* i3 = (const int8_t*) ((uintptr_t) i2 + input_stride);
   if XNN_UNPREDICTABLE(rows < 4) {
     i3 = zero;
   }
   const int8_t* i4 = (const int8_t*) ((uintptr_t) i3 + input_stride);
   if XNN_UNPREDICTABLE(rows <= 4) {
     i4 = zero;
   }
   const int8_t* i5 = (const int8_t*) ((uintptr_t) i4 + input_stride);
   if XNN_UNPREDICTABLE(rows < 6) {
     i5 = zero;
   }
   const int8_t* i6 = (const int8_t*) ((uintptr_t) i5 + input_stride);
   if XNN_UNPREDICTABLE(rows <= 6) {
     i6 = zero;
   }

   const v128_t vinit_bias = wasm_v128_load64_splat(params->fp32_wasmsimd.init_bias);
   const v128_t vscale = wasm_v128_load64_splat(params->fp32_wasmsimd.scale);
   const v128_t vmagic_bias = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias);
   const v128_t vmagic_min = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_min);
   const v128_t vmagic_bias_less_output_zero_point = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias_less_output_zero_point);
   const v128_t voutput_max = wasm_v128_load64_splat(params->fp32_wasmsimd.output_max);
   for (; channels >= 24; channels -= 24) {
     const v128_t vxi0x01234567 = wasm_i16x8_load8x8(i0);
     const v128_t vxi0x89ABCDEF = wasm_i16x8_load8x8(i0 + 8);
     const v128_t vxi0xGHIJKLMN = wasm_i16x8_load8x8(i0 + 16);
     i0 += 24;
     const v128_t vxi1x01234567 = wasm_i16x8_load8x8(i1);
     const v128_t vxi1x89ABCDEF = wasm_i16x8_load8x8(i1 + 8);
     const v128_t vxi1xGHIJKLMN = wasm_i16x8_load8x8(i1 + 16);
     i1 += 24;

     v128_t vacc01234567 = wasm_i16x8_add(vxi0x01234567, vxi1x01234567);
     const v128_t vxi2x01234567 = wasm_i16x8_load8x8(i2);
     v128_t vacc89ABCDEF = wasm_i16x8_add(vxi0x89ABCDEF, vxi1x89ABCDEF);
     const v128_t vxi2x89ABCDEF = wasm_i16x8_load8x8(i2 + 8);
     v128_t vaccGHIJKLMN = wasm_i16x8_add(vxi0xGHIJKLMN, vxi1xGHIJKLMN);
     const v128_t vxi2xGHIJKLMN = wasm_i16x8_load8x8(i2 + 16);
     i2 += 24;

     vacc01234567 = wasm_i16x8_add(vacc01234567, vxi2x01234567);
     const v128_t vxi3x01234567 = wasm_i16x8_load8x8(i3);
     vacc89ABCDEF = wasm_i16x8_add(vacc89ABCDEF, vxi2x89ABCDEF);
     const v128_t vxi3x89ABCDEF = wasm_i16x8_load8x8(i3 + 8);
     vaccGHIJKLMN = wasm_i16x8_add(vaccGHIJKLMN, vxi2xGHIJKLMN);
     const v128_t vxi3xGHIJKLMN = wasm_i16x8_load8x8(i3 + 16);
     i3 += 24;
     vacc01234567 = wasm_i16x8_add(vacc01234567, vxi3x01234567);
     const v128_t vxi4x01234567 = wasm_i16x8_load8x8(i4);
     vacc89ABCDEF = wasm_i16x8_add(vacc89ABCDEF, vxi3x89ABCDEF);
     const v128_t vxi4x89ABCDEF = wasm_i16x8_load8x8(i4 + 8);
     vaccGHIJKLMN = wasm_i16x8_add(vaccGHIJKLMN, vxi3xGHIJKLMN);
     const v128_t vxi4xGHIJKLMN = wasm_i16x8_load8x8(i4 + 16);
     i4 += 24;
     vacc01234567 = wasm_i16x8_add(vacc01234567, vxi4x01234567);
     const v128_t vxi5x01234567 = wasm_i16x8_load8x8(i5);
     vacc89ABCDEF = wasm_i16x8_add(vacc89ABCDEF, vxi4x89ABCDEF);
     const v128_t vxi5x89ABCDEF = wasm_i16x8_load8x8(i5 + 8);
     vaccGHIJKLMN = wasm_i16x8_add(vaccGHIJKLMN, vxi4xGHIJKLMN);
     const v128_t vxi5xGHIJKLMN = wasm_i16x8_load8x8(i5 + 16);
     i5 += 24;
     vacc01234567 = wasm_i16x8_add(vacc01234567, vxi5x01234567);
     const v128_t vxi6x01234567 = wasm_i16x8_load8x8(i6);
     vacc89ABCDEF = wasm_i16x8_add(vacc89ABCDEF, vxi5x89ABCDEF);
     const v128_t vxi6x89ABCDEF = wasm_i16x8_load8x8(i6 + 8);
     vaccGHIJKLMN = wasm_i16x8_add(vaccGHIJKLMN, vxi5xGHIJKLMN);
     const v128_t vxi6xGHIJKLMN = wasm_i16x8_load8x8(i6 + 16);
     i6 += 24;

     vacc01234567 = wasm_i16x8_add(vacc01234567, vxi6x01234567);
     vacc89ABCDEF = wasm_i16x8_add(vacc89ABCDEF, vxi6x89ABCDEF);
     vaccGHIJKLMN = wasm_i16x8_add(vaccGHIJKLMN, vxi6xGHIJKLMN);

     v128_t vacc0123 = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_low_i16x8(vacc01234567));
     v128_t vacc4567 = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_high_i16x8(vacc01234567));
     v128_t vacc89AB = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_low_i16x8(vacc89ABCDEF));
     v128_t vaccCDEF = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_high_i16x8(vacc89ABCDEF));
     v128_t vaccGHIJ = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_low_i16x8(vaccGHIJKLMN));
     v128_t vaccKLMN = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_high_i16x8(vaccGHIJKLMN));

     vacc0123 = wasm_f32x4_convert_i32x4(vacc0123);
     vacc4567 = wasm_f32x4_convert_i32x4(vacc4567);
     vacc89AB = wasm_f32x4_convert_i32x4(vacc89AB);
     vaccCDEF = wasm_f32x4_convert_i32x4(vaccCDEF);
     vaccGHIJ = wasm_f32x4_convert_i32x4(vaccGHIJ);
     vaccKLMN = wasm_f32x4_convert_i32x4(vaccKLMN);

     vacc0123 = wasm_f32x4_mul(vacc0123, vscale);
     vacc4567 = wasm_f32x4_mul(vacc4567, vscale);
     vacc89AB = wasm_f32x4_mul(vacc89AB, vscale);
     vaccCDEF = wasm_f32x4_mul(vaccCDEF, vscale);
     vaccGHIJ = wasm_f32x4_mul(vaccGHIJ, vscale);
     vaccKLMN = wasm_f32x4_mul(vaccKLMN, vscale);

     vacc0123 = wasm_f32x4_add(vacc0123, vmagic_bias);
     vacc4567 = wasm_f32x4_add(vacc4567, vmagic_bias);
     vacc89AB = wasm_f32x4_add(vacc89AB, vmagic_bias);
     vaccCDEF = wasm_f32x4_add(vaccCDEF, vmagic_bias);
     vaccGHIJ = wasm_f32x4_add(vaccGHIJ, vmagic_bias);
     vaccKLMN = wasm_f32x4_add(vaccKLMN, vmagic_bias);

     vacc0123 = wasm_i32x4_max(vacc0123, vmagic_min);
     vacc4567 = wasm_i32x4_max(vacc4567, vmagic_min);
     vacc89AB = wasm_i32x4_max(vacc89AB, vmagic_min);
     vaccCDEF = wasm_i32x4_max(vaccCDEF, vmagic_min);
     vaccGHIJ = wasm_i32x4_max(vaccGHIJ, vmagic_min);
     vaccKLMN = wasm_i32x4_max(vaccKLMN, vmagic_min);

     vacc0123 = wasm_i32x4_sub(vacc0123, vmagic_bias_less_output_zero_point);
     vacc4567 = wasm_i32x4_sub(vacc4567, vmagic_bias_less_output_zero_point);
     vacc89AB = wasm_i32x4_sub(vacc89AB, vmagic_bias_less_output_zero_point);
     vaccCDEF = wasm_i32x4_sub(vaccCDEF, vmagic_bias_less_output_zero_point);
     vaccGHIJ = wasm_i32x4_sub(vaccGHIJ, vmagic_bias_less_output_zero_point);
     vaccKLMN = wasm_i32x4_sub(vaccKLMN, vmagic_bias_less_output_zero_point);

     v128_t vout01234567 = wasm_i16x8_narrow_i32x4(vacc0123, vacc4567);
     v128_t vout89ABCDEF = wasm_i16x8_narrow_i32x4(vacc89AB, vaccCDEF);
     v128_t voutGHIJKLMN = wasm_i16x8_narrow_i32x4(vaccGHIJ, vaccKLMN);

     v128_t vout0123456789ABCDEF = wasm_i8x16_narrow_i16x8(vout01234567, vout89ABCDEF);
     v128_t voutGHIJKLMNGHIJKLMN = wasm_i8x16_narrow_i16x8(voutGHIJKLMN, voutGHIJKLMN);

     vout0123456789ABCDEF = wasm_i8x16_min(vout0123456789ABCDEF, voutput_max);
     voutGHIJKLMNGHIJKLMN = wasm_i8x16_min(voutGHIJKLMNGHIJKLMN, voutput_max);

     wasm_v128_store(output, vout0123456789ABCDEF);
     *((double*) (output + 16)) = wasm_f64x2_extract_lane(voutGHIJKLMNGHIJKLMN, 0);
     output += 24;
   }
   if XNN_UNLIKELY(channels != 0) {
     do {
       const v128_t vxi0x01234567 = wasm_i16x8_load8x8(i0);
       i0 += 8;
       const v128_t vxi1x01234567 = wasm_i16x8_load8x8(i1);
       i1 += 8;

       v128_t vacc01234567 = wasm_i16x8_add(vxi0x01234567, vxi1x01234567);
       const v128_t vxi2x01234567 = wasm_i16x8_load8x8(i2);
       i2 += 8;

       vacc01234567 = wasm_i16x8_add(vacc01234567, vxi2x01234567);
       const v128_t vxi3x01234567 = wasm_i16x8_load8x8(i3);
       i3 += 8;
       vacc01234567 = wasm_i16x8_add(vacc01234567, vxi3x01234567);
       const v128_t vxi4x01234567 = wasm_i16x8_load8x8(i4);
       i4 += 8;
       vacc01234567 = wasm_i16x8_add(vacc01234567, vxi4x01234567);
       const v128_t vxi5x01234567 = wasm_i16x8_load8x8(i5);
       i5 += 8;
       vacc01234567 = wasm_i16x8_add(vacc01234567, vxi5x01234567);
       const v128_t vxi6x01234567 = wasm_i16x8_load8x8(i6);
       i6 += 8;

       vacc01234567 = wasm_i16x8_add(vacc01234567, vxi6x01234567);

       v128_t vacc0123 = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_low_i16x8(vacc01234567));
       v128_t vacc4567 = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_high_i16x8(vacc01234567));

       vacc0123 = wasm_f32x4_convert_i32x4(vacc0123);
       vacc4567 = wasm_f32x4_convert_i32x4(vacc4567);

       vacc0123 = wasm_f32x4_mul(vacc0123, vscale);
       vacc4567 = wasm_f32x4_mul(vacc4567, vscale);

       vacc0123 = wasm_f32x4_add(vacc0123, vmagic_bias);
       vacc4567 = wasm_f32x4_add(vacc4567, vmagic_bias);

       vacc0123 = wasm_i32x4_max(vacc0123, vmagic_min);
       vacc4567 = wasm_i32x4_max(vacc4567, vmagic_min);

       vacc0123 = wasm_i32x4_sub(vacc0123, vmagic_bias_less_output_zero_point);
       vacc4567 = wasm_i32x4_sub(vacc4567, vmagic_bias_less_output_zero_point);

       const v128_t vout01234567 = wasm_i16x8_narrow_i32x4(vacc0123, vacc4567);
       v128_t vout0123456701234567 = wasm_i8x16_narrow_i16x8(vout01234567, vout01234567);
       vout0123456701234567 = wasm_i8x16_min(vout0123456701234567, voutput_max);

       if XNN_LIKELY(channels >= 8) {
         *((double*) output) = wasm_f64x2_extract_lane(vout0123456701234567, 0);
         output += 8;
         channels -= 8;
       } else {
         if (channels & 4) {
           *((float*) output) = wasm_f32x4_extract_lane(vout0123456701234567, 0);
           vout0123456701234567 = wasm_u64x2_shr(vout0123456701234567, 32);
           output += 4;
         }
         uint32_t vout0123 = wasm_i32x4_extract_lane(vout0123456701234567, 0);
         if (channels & 2) {
           *((uint16_t*) output) = (uint16_t) vout0123;
           vout0123 >>= 16;
           output += 2;
         }
         if (channels & 1) {
           *output = (int8_t) vout0123;
           output += 1;
         }
         channels = 0;
       }
     } while (channels != 0);
   }
 }
	// Auto-generated file. Do not edit!
	// Template: src/qs8-gavgpool/unipass-wasmsimd.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 <wasm_simd128.h>

	#include <xnnpack/gavgpool.h>


	void xnn_qs8_gavgpool_minmax_fp32_ukernel_7x__wasmsimd_c24(
	size_t rows,
	size_t channels,
	const int8_t* input,
	size_t input_stride,
	const int8_t* zero,
	int8_t* output,
	const union xnn_qs8_avgpool_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
	{
	assert(rows != 0);
	assert(rows <= 7);
	assert(channels != 0);

	const int8_t* i0 = input;
	const int8_t* i1 = (const int8_t*) ((uintptr_t) i0 + input_stride);
	if XNN_UNPREDICTABLE(rows < 2) {
	i1 = zero;
	}
	const int8_t* i2 = (const int8_t*) ((uintptr_t) i1 + input_stride);
	if XNN_UNPREDICTABLE(rows <= 2) {
	i2 = zero;
	}
	const int8_t* i3 = (const int8_t*) ((uintptr_t) i2 + input_stride);
	if XNN_UNPREDICTABLE(rows < 4) {
	i3 = zero;
	}
	const int8_t* i4 = (const int8_t*) ((uintptr_t) i3 + input_stride);
	if XNN_UNPREDICTABLE(rows <= 4) {
	i4 = zero;
	}
	const int8_t* i5 = (const int8_t*) ((uintptr_t) i4 + input_stride);
	if XNN_UNPREDICTABLE(rows < 6) {
	i5 = zero;
	}
	const int8_t* i6 = (const int8_t*) ((uintptr_t) i5 + input_stride);
	if XNN_UNPREDICTABLE(rows <= 6) {
	i6 = zero;
	}

	const v128_t vinit_bias = wasm_v128_load64_splat(params->fp32_wasmsimd.init_bias);
	const v128_t vscale = wasm_v128_load64_splat(params->fp32_wasmsimd.scale);
	const v128_t vmagic_bias = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias);
	const v128_t vmagic_min = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_min);
	const v128_t vmagic_bias_less_output_zero_point = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias_less_output_zero_point);
	const v128_t voutput_max = wasm_v128_load64_splat(params->fp32_wasmsimd.output_max);
	for (; channels >= 24; channels -= 24) {
	const v128_t vxi0x01234567 = wasm_i16x8_load8x8(i0);
	const v128_t vxi0x89ABCDEF = wasm_i16x8_load8x8(i0 + 8);
	const v128_t vxi0xGHIJKLMN = wasm_i16x8_load8x8(i0 + 16);
	i0 += 24;
	const v128_t vxi1x01234567 = wasm_i16x8_load8x8(i1);
	const v128_t vxi1x89ABCDEF = wasm_i16x8_load8x8(i1 + 8);
	const v128_t vxi1xGHIJKLMN = wasm_i16x8_load8x8(i1 + 16);
	i1 += 24;

	v128_t vacc01234567 = wasm_i16x8_add(vxi0x01234567, vxi1x01234567);
	const v128_t vxi2x01234567 = wasm_i16x8_load8x8(i2);
	v128_t vacc89ABCDEF = wasm_i16x8_add(vxi0x89ABCDEF, vxi1x89ABCDEF);
	const v128_t vxi2x89ABCDEF = wasm_i16x8_load8x8(i2 + 8);
	v128_t vaccGHIJKLMN = wasm_i16x8_add(vxi0xGHIJKLMN, vxi1xGHIJKLMN);
	const v128_t vxi2xGHIJKLMN = wasm_i16x8_load8x8(i2 + 16);
	i2 += 24;

	vacc01234567 = wasm_i16x8_add(vacc01234567, vxi2x01234567);
	const v128_t vxi3x01234567 = wasm_i16x8_load8x8(i3);
	vacc89ABCDEF = wasm_i16x8_add(vacc89ABCDEF, vxi2x89ABCDEF);
	const v128_t vxi3x89ABCDEF = wasm_i16x8_load8x8(i3 + 8);
	vaccGHIJKLMN = wasm_i16x8_add(vaccGHIJKLMN, vxi2xGHIJKLMN);
	const v128_t vxi3xGHIJKLMN = wasm_i16x8_load8x8(i3 + 16);
	i3 += 24;
	vacc01234567 = wasm_i16x8_add(vacc01234567, vxi3x01234567);
	const v128_t vxi4x01234567 = wasm_i16x8_load8x8(i4);
	vacc89ABCDEF = wasm_i16x8_add(vacc89ABCDEF, vxi3x89ABCDEF);
	const v128_t vxi4x89ABCDEF = wasm_i16x8_load8x8(i4 + 8);
	vaccGHIJKLMN = wasm_i16x8_add(vaccGHIJKLMN, vxi3xGHIJKLMN);
	const v128_t vxi4xGHIJKLMN = wasm_i16x8_load8x8(i4 + 16);
	i4 += 24;
	vacc01234567 = wasm_i16x8_add(vacc01234567, vxi4x01234567);
	const v128_t vxi5x01234567 = wasm_i16x8_load8x8(i5);
	vacc89ABCDEF = wasm_i16x8_add(vacc89ABCDEF, vxi4x89ABCDEF);
	const v128_t vxi5x89ABCDEF = wasm_i16x8_load8x8(i5 + 8);
	vaccGHIJKLMN = wasm_i16x8_add(vaccGHIJKLMN, vxi4xGHIJKLMN);
	const v128_t vxi5xGHIJKLMN = wasm_i16x8_load8x8(i5 + 16);
	i5 += 24;
	vacc01234567 = wasm_i16x8_add(vacc01234567, vxi5x01234567);
	const v128_t vxi6x01234567 = wasm_i16x8_load8x8(i6);
	vacc89ABCDEF = wasm_i16x8_add(vacc89ABCDEF, vxi5x89ABCDEF);
	const v128_t vxi6x89ABCDEF = wasm_i16x8_load8x8(i6 + 8);
	vaccGHIJKLMN = wasm_i16x8_add(vaccGHIJKLMN, vxi5xGHIJKLMN);
	const v128_t vxi6xGHIJKLMN = wasm_i16x8_load8x8(i6 + 16);
	i6 += 24;

	vacc01234567 = wasm_i16x8_add(vacc01234567, vxi6x01234567);
	vacc89ABCDEF = wasm_i16x8_add(vacc89ABCDEF, vxi6x89ABCDEF);
	vaccGHIJKLMN = wasm_i16x8_add(vaccGHIJKLMN, vxi6xGHIJKLMN);

	v128_t vacc0123 = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_low_i16x8(vacc01234567));
	v128_t vacc4567 = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_high_i16x8(vacc01234567));
	v128_t vacc89AB = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_low_i16x8(vacc89ABCDEF));
	v128_t vaccCDEF = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_high_i16x8(vacc89ABCDEF));
	v128_t vaccGHIJ = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_low_i16x8(vaccGHIJKLMN));
	v128_t vaccKLMN = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_high_i16x8(vaccGHIJKLMN));

	vacc0123 = wasm_f32x4_convert_i32x4(vacc0123);
	vacc4567 = wasm_f32x4_convert_i32x4(vacc4567);
	vacc89AB = wasm_f32x4_convert_i32x4(vacc89AB);
	vaccCDEF = wasm_f32x4_convert_i32x4(vaccCDEF);
	vaccGHIJ = wasm_f32x4_convert_i32x4(vaccGHIJ);
	vaccKLMN = wasm_f32x4_convert_i32x4(vaccKLMN);

	vacc0123 = wasm_f32x4_mul(vacc0123, vscale);
	vacc4567 = wasm_f32x4_mul(vacc4567, vscale);
	vacc89AB = wasm_f32x4_mul(vacc89AB, vscale);
	vaccCDEF = wasm_f32x4_mul(vaccCDEF, vscale);
	vaccGHIJ = wasm_f32x4_mul(vaccGHIJ, vscale);
	vaccKLMN = wasm_f32x4_mul(vaccKLMN, vscale);

	vacc0123 = wasm_f32x4_add(vacc0123, vmagic_bias);
	vacc4567 = wasm_f32x4_add(vacc4567, vmagic_bias);
	vacc89AB = wasm_f32x4_add(vacc89AB, vmagic_bias);
	vaccCDEF = wasm_f32x4_add(vaccCDEF, vmagic_bias);
	vaccGHIJ = wasm_f32x4_add(vaccGHIJ, vmagic_bias);
	vaccKLMN = wasm_f32x4_add(vaccKLMN, vmagic_bias);

	vacc0123 = wasm_i32x4_max(vacc0123, vmagic_min);
	vacc4567 = wasm_i32x4_max(vacc4567, vmagic_min);
	vacc89AB = wasm_i32x4_max(vacc89AB, vmagic_min);
	vaccCDEF = wasm_i32x4_max(vaccCDEF, vmagic_min);
	vaccGHIJ = wasm_i32x4_max(vaccGHIJ, vmagic_min);
	vaccKLMN = wasm_i32x4_max(vaccKLMN, vmagic_min);

	vacc0123 = wasm_i32x4_sub(vacc0123, vmagic_bias_less_output_zero_point);
	vacc4567 = wasm_i32x4_sub(vacc4567, vmagic_bias_less_output_zero_point);
	vacc89AB = wasm_i32x4_sub(vacc89AB, vmagic_bias_less_output_zero_point);
	vaccCDEF = wasm_i32x4_sub(vaccCDEF, vmagic_bias_less_output_zero_point);
	vaccGHIJ = wasm_i32x4_sub(vaccGHIJ, vmagic_bias_less_output_zero_point);
	vaccKLMN = wasm_i32x4_sub(vaccKLMN, vmagic_bias_less_output_zero_point);

	v128_t vout01234567 = wasm_i16x8_narrow_i32x4(vacc0123, vacc4567);
	v128_t vout89ABCDEF = wasm_i16x8_narrow_i32x4(vacc89AB, vaccCDEF);
	v128_t voutGHIJKLMN = wasm_i16x8_narrow_i32x4(vaccGHIJ, vaccKLMN);

	v128_t vout0123456789ABCDEF = wasm_i8x16_narrow_i16x8(vout01234567, vout89ABCDEF);
	v128_t voutGHIJKLMNGHIJKLMN = wasm_i8x16_narrow_i16x8(voutGHIJKLMN, voutGHIJKLMN);

	vout0123456789ABCDEF = wasm_i8x16_min(vout0123456789ABCDEF, voutput_max);
	voutGHIJKLMNGHIJKLMN = wasm_i8x16_min(voutGHIJKLMNGHIJKLMN, voutput_max);

	wasm_v128_store(output, vout0123456789ABCDEF);
	((double) (output + 16)) = wasm_f64x2_extract_lane(voutGHIJKLMNGHIJKLMN, 0);
	output += 24;
	}
	if XNN_UNLIKELY(channels != 0) {
	do {
	const v128_t vxi0x01234567 = wasm_i16x8_load8x8(i0);
	i0 += 8;
	const v128_t vxi1x01234567 = wasm_i16x8_load8x8(i1);
	i1 += 8;

	v128_t vacc01234567 = wasm_i16x8_add(vxi0x01234567, vxi1x01234567);
	const v128_t vxi2x01234567 = wasm_i16x8_load8x8(i2);
	i2 += 8;

	vacc01234567 = wasm_i16x8_add(vacc01234567, vxi2x01234567);
	const v128_t vxi3x01234567 = wasm_i16x8_load8x8(i3);
	i3 += 8;
	vacc01234567 = wasm_i16x8_add(vacc01234567, vxi3x01234567);
	const v128_t vxi4x01234567 = wasm_i16x8_load8x8(i4);
	i4 += 8;
	vacc01234567 = wasm_i16x8_add(vacc01234567, vxi4x01234567);
	const v128_t vxi5x01234567 = wasm_i16x8_load8x8(i5);
	i5 += 8;
	vacc01234567 = wasm_i16x8_add(vacc01234567, vxi5x01234567);
	const v128_t vxi6x01234567 = wasm_i16x8_load8x8(i6);
	i6 += 8;

	vacc01234567 = wasm_i16x8_add(vacc01234567, vxi6x01234567);

	v128_t vacc0123 = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_low_i16x8(vacc01234567));
	v128_t vacc4567 = wasm_i32x4_add(vinit_bias, wasm_i32x4_extend_high_i16x8(vacc01234567));

	vacc0123 = wasm_f32x4_convert_i32x4(vacc0123);
	vacc4567 = wasm_f32x4_convert_i32x4(vacc4567);

	vacc0123 = wasm_f32x4_mul(vacc0123, vscale);
	vacc4567 = wasm_f32x4_mul(vacc4567, vscale);

	vacc0123 = wasm_f32x4_add(vacc0123, vmagic_bias);
	vacc4567 = wasm_f32x4_add(vacc4567, vmagic_bias);

	vacc0123 = wasm_i32x4_max(vacc0123, vmagic_min);
	vacc4567 = wasm_i32x4_max(vacc4567, vmagic_min);

	vacc0123 = wasm_i32x4_sub(vacc0123, vmagic_bias_less_output_zero_point);
	vacc4567 = wasm_i32x4_sub(vacc4567, vmagic_bias_less_output_zero_point);

	const v128_t vout01234567 = wasm_i16x8_narrow_i32x4(vacc0123, vacc4567);
	v128_t vout0123456701234567 = wasm_i8x16_narrow_i16x8(vout01234567, vout01234567);
	vout0123456701234567 = wasm_i8x16_min(vout0123456701234567, voutput_max);

	if XNN_LIKELY(channels >= 8) {
	((double) output) = wasm_f64x2_extract_lane(vout0123456701234567, 0);
	output += 8;
	channels -= 8;
	} else {
	if (channels & 4) {
	((float) output) = wasm_f32x4_extract_lane(vout0123456701234567, 0);
	vout0123456701234567 = wasm_u64x2_shr(vout0123456701234567, 32);
	output += 4;
	}
	uint32_t vout0123 = wasm_i32x4_extract_lane(vout0123456701234567, 0);
	if (channels & 2) {
	((uint16_t) output) = (uint16_t) vout0123;
	vout0123 >>= 16;
	output += 2;
	}
	if (channels & 1) {
	*output = (int8_t) vout0123;
	output += 1;
	}
	channels = 0;
	}
	} while (channels != 0);
	}
	}