src/f16-gemm/6x8-neonfp16arith-ld64.c - platform/external/XNNPACK - Gitiles

 // Auto-generated file. Do not edit!
 //   Template: src/f16-gemm/neonfp16arith-ld64.c.in
 //   Generator: tools/xngen
 //
 // Copyright (c) Facebook, Inc. and its affiliates.
 // All rights reserved.
 //
 // Copyright 2019 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/gemm.h>


 void xnn_f16_gemm_ukernel_6x8__neonfp16arith_ld64(
     size_t mr,
     size_t nc,
     size_t kc,
     const void* restrict a,
     size_t a_stride,
     const void* restrict w,
     void* restrict c,
     size_t cm_stride,
     size_t cn_stride,
     const struct xnn_f16_output_params params[restrict static 1])
 {
   assert(mr != 0);
   assert(mr <= 6);
   assert(nc != 0);
   assert(kc != 0);
   assert(kc % sizeof(__fp16) == 0);

   const __fp16* a0 = a;
   __fp16* c0 = c;
   const __fp16* a1 = (const __fp16*) ((uintptr_t) a0 + a_stride);
   __fp16* c1 = (__fp16*) ((uintptr_t) c0 + cm_stride);
   if XNN_UNPREDICTABLE(mr < 2) {
     a1 = a0;
     c1 = c0;
   }
   const __fp16* a2 = (const __fp16*) ((uintptr_t) a1 + a_stride);
   __fp16* c2 = (__fp16*) ((uintptr_t) c1 + cm_stride);
   if XNN_UNPREDICTABLE(mr <= 2) {
     a2 = a1;
     c2 = c1;
   }
   const __fp16* a3 = (const __fp16*) ((uintptr_t) a2 + a_stride);
   __fp16* c3 = (__fp16*) ((uintptr_t) c2 + cm_stride);
   if XNN_UNPREDICTABLE(mr < 4) {
     a3 = a2;
     c3 = c2;
   }
   const __fp16* a4 = (const __fp16*) ((uintptr_t) a3 + a_stride);
   __fp16* c4 = (__fp16*) ((uintptr_t) c3 + cm_stride);
   if XNN_UNPREDICTABLE(mr <= 4) {
     a4 = a3;
     c4 = c3;
   }
   const __fp16* a5 = (const __fp16*) ((uintptr_t) a4 + a_stride);
   __fp16* c5 = (__fp16*) ((uintptr_t) c4 + cm_stride);
   if XNN_UNPREDICTABLE(mr != 6) {
     a5 = a4;
     c5 = c4;
   }

   do {
     float16x8_t vacc0x01234567 = vld1q_f16(w); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t));
     float16x8_t vacc1x01234567 = vacc0x01234567;
     float16x8_t vacc2x01234567 = vacc0x01234567;
     float16x8_t vacc3x01234567 = vacc0x01234567;
     float16x8_t vacc4x01234567 = vacc0x01234567;
     float16x8_t vacc5x01234567 = vacc0x01234567;

     size_t k = kc;
     while (k >= 4 * sizeof(__fp16)) {
       const float16x4_t va0 = vld1_f16(a0); a0 += 4;
       const float16x4_t va1 = vld1_f16(a1); a1 += 4;
       const float16x4_t va2 = vld1_f16(a2); a2 += 4;
       const float16x4_t va3 = vld1_f16(a3); a3 += 4;
       const float16x4_t va4 = vld1_f16(a4); a4 += 4;
       const float16x4_t va5 = vld1_f16(a5); a5 += 4;

       const float16x8_t vb01234567c0 = vld1q_f16(w); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t));

       #if defined(__aarch64__)
           vacc0x01234567 = vfmaq_lane_f16(vacc0x01234567, vb01234567c0, va0, 0);
           vacc1x01234567 = vfmaq_lane_f16(vacc1x01234567, vb01234567c0, va1, 0);
           vacc2x01234567 = vfmaq_lane_f16(vacc2x01234567, vb01234567c0, va2, 0);
           vacc3x01234567 = vfmaq_lane_f16(vacc3x01234567, vb01234567c0, va3, 0);
           vacc4x01234567 = vfmaq_lane_f16(vacc4x01234567, vb01234567c0, va4, 0);
           vacc5x01234567 = vfmaq_lane_f16(vacc5x01234567, vb01234567c0, va5, 0);
       #else
         const float16x8_t va0c0 = vdupq_lane_f16(va0, 0);
         const float16x8_t va1c0 = vdupq_lane_f16(va1, 0);
         const float16x8_t va2c0 = vdupq_lane_f16(va2, 0);
         const float16x8_t va3c0 = vdupq_lane_f16(va3, 0);
         const float16x8_t va4c0 = vdupq_lane_f16(va4, 0);
         const float16x8_t va5c0 = vdupq_lane_f16(va5, 0);

         vacc0x01234567 = vfmaq_f16(vacc0x01234567, va0c0, vb01234567c0);
         vacc1x01234567 = vfmaq_f16(vacc1x01234567, va1c0, vb01234567c0);
         vacc2x01234567 = vfmaq_f16(vacc2x01234567, va2c0, vb01234567c0);
         vacc3x01234567 = vfmaq_f16(vacc3x01234567, va3c0, vb01234567c0);
         vacc4x01234567 = vfmaq_f16(vacc4x01234567, va4c0, vb01234567c0);
         vacc5x01234567 = vfmaq_f16(vacc5x01234567, va5c0, vb01234567c0);
       #endif
       const float16x8_t vb01234567c1 = vld1q_f16(w); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t));

       #if defined(__aarch64__)
           vacc0x01234567 = vfmaq_lane_f16(vacc0x01234567, vb01234567c1, va0, 1);
           vacc1x01234567 = vfmaq_lane_f16(vacc1x01234567, vb01234567c1, va1, 1);
           vacc2x01234567 = vfmaq_lane_f16(vacc2x01234567, vb01234567c1, va2, 1);
           vacc3x01234567 = vfmaq_lane_f16(vacc3x01234567, vb01234567c1, va3, 1);
           vacc4x01234567 = vfmaq_lane_f16(vacc4x01234567, vb01234567c1, va4, 1);
           vacc5x01234567 = vfmaq_lane_f16(vacc5x01234567, vb01234567c1, va5, 1);
       #else
         const float16x8_t va0c1 = vdupq_lane_f16(va0, 1);
         const float16x8_t va1c1 = vdupq_lane_f16(va1, 1);
         const float16x8_t va2c1 = vdupq_lane_f16(va2, 1);
         const float16x8_t va3c1 = vdupq_lane_f16(va3, 1);
         const float16x8_t va4c1 = vdupq_lane_f16(va4, 1);
         const float16x8_t va5c1 = vdupq_lane_f16(va5, 1);

         vacc0x01234567 = vfmaq_f16(vacc0x01234567, va0c1, vb01234567c1);
         vacc1x01234567 = vfmaq_f16(vacc1x01234567, va1c1, vb01234567c1);
         vacc2x01234567 = vfmaq_f16(vacc2x01234567, va2c1, vb01234567c1);
         vacc3x01234567 = vfmaq_f16(vacc3x01234567, va3c1, vb01234567c1);
         vacc4x01234567 = vfmaq_f16(vacc4x01234567, va4c1, vb01234567c1);
         vacc5x01234567 = vfmaq_f16(vacc5x01234567, va5c1, vb01234567c1);
       #endif
       const float16x8_t vb01234567c2 = vld1q_f16(w); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t));

       #if defined(__aarch64__)
           vacc0x01234567 = vfmaq_lane_f16(vacc0x01234567, vb01234567c2, va0, 2);
           vacc1x01234567 = vfmaq_lane_f16(vacc1x01234567, vb01234567c2, va1, 2);
           vacc2x01234567 = vfmaq_lane_f16(vacc2x01234567, vb01234567c2, va2, 2);
           vacc3x01234567 = vfmaq_lane_f16(vacc3x01234567, vb01234567c2, va3, 2);
           vacc4x01234567 = vfmaq_lane_f16(vacc4x01234567, vb01234567c2, va4, 2);
           vacc5x01234567 = vfmaq_lane_f16(vacc5x01234567, vb01234567c2, va5, 2);
       #else
         const float16x8_t va0c2 = vdupq_lane_f16(va0, 2);
         const float16x8_t va1c2 = vdupq_lane_f16(va1, 2);
         const float16x8_t va2c2 = vdupq_lane_f16(va2, 2);
         const float16x8_t va3c2 = vdupq_lane_f16(va3, 2);
         const float16x8_t va4c2 = vdupq_lane_f16(va4, 2);
         const float16x8_t va5c2 = vdupq_lane_f16(va5, 2);

         vacc0x01234567 = vfmaq_f16(vacc0x01234567, va0c2, vb01234567c2);
         vacc1x01234567 = vfmaq_f16(vacc1x01234567, va1c2, vb01234567c2);
         vacc2x01234567 = vfmaq_f16(vacc2x01234567, va2c2, vb01234567c2);
         vacc3x01234567 = vfmaq_f16(vacc3x01234567, va3c2, vb01234567c2);
         vacc4x01234567 = vfmaq_f16(vacc4x01234567, va4c2, vb01234567c2);
         vacc5x01234567 = vfmaq_f16(vacc5x01234567, va5c2, vb01234567c2);
       #endif
       const float16x8_t vb01234567c3 = vld1q_f16(w); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t));

       #if defined(__aarch64__)
           vacc0x01234567 = vfmaq_lane_f16(vacc0x01234567, vb01234567c3, va0, 3);
           vacc1x01234567 = vfmaq_lane_f16(vacc1x01234567, vb01234567c3, va1, 3);
           vacc2x01234567 = vfmaq_lane_f16(vacc2x01234567, vb01234567c3, va2, 3);
           vacc3x01234567 = vfmaq_lane_f16(vacc3x01234567, vb01234567c3, va3, 3);
           vacc4x01234567 = vfmaq_lane_f16(vacc4x01234567, vb01234567c3, va4, 3);
           vacc5x01234567 = vfmaq_lane_f16(vacc5x01234567, vb01234567c3, va5, 3);
       #else
         const float16x8_t va0c3 = vdupq_lane_f16(va0, 3);
         const float16x8_t va1c3 = vdupq_lane_f16(va1, 3);
         const float16x8_t va2c3 = vdupq_lane_f16(va2, 3);
         const float16x8_t va3c3 = vdupq_lane_f16(va3, 3);
         const float16x8_t va4c3 = vdupq_lane_f16(va4, 3);
         const float16x8_t va5c3 = vdupq_lane_f16(va5, 3);

         vacc0x01234567 = vfmaq_f16(vacc0x01234567, va0c3, vb01234567c3);
         vacc1x01234567 = vfmaq_f16(vacc1x01234567, va1c3, vb01234567c3);
         vacc2x01234567 = vfmaq_f16(vacc2x01234567, va2c3, vb01234567c3);
         vacc3x01234567 = vfmaq_f16(vacc3x01234567, va3c3, vb01234567c3);
         vacc4x01234567 = vfmaq_f16(vacc4x01234567, va4c3, vb01234567c3);
         vacc5x01234567 = vfmaq_f16(vacc5x01234567, va5c3, vb01234567c3);
       #endif

       k -= 4 * sizeof(__fp16);
     }
     if XNN_UNLIKELY(k != 0) {
       do {
         const float16x8_t va0 = vld1q_dup_f16(a0); a0 += 1;
         const float16x8_t va1 = vld1q_dup_f16(a1); a1 += 1;
         const float16x8_t va2 = vld1q_dup_f16(a2); a2 += 1;
         const float16x8_t va3 = vld1q_dup_f16(a3); a3 += 1;
         const float16x8_t va4 = vld1q_dup_f16(a4); a4 += 1;
         const float16x8_t va5 = vld1q_dup_f16(a5); a5 += 1;

         const float16x8_t vb01234567 = vld1q_f16(w); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t));

         vacc0x01234567 = vfmaq_f16(vacc0x01234567, va0, vb01234567);
         vacc1x01234567 = vfmaq_f16(vacc1x01234567, va1, vb01234567);
         vacc2x01234567 = vfmaq_f16(vacc2x01234567, va2, vb01234567);
         vacc3x01234567 = vfmaq_f16(vacc3x01234567, va3, vb01234567);
         vacc4x01234567 = vfmaq_f16(vacc4x01234567, va4, vb01234567);
         vacc5x01234567 = vfmaq_f16(vacc5x01234567, va5, vb01234567);

         k -= sizeof(__fp16);
       } while (k != 0);
     }

     const float16x8_t vscale = vld1q_dup_f16((const __fp16*) &params->scale);
     vacc0x01234567 = vmulq_f16(vacc0x01234567, vscale);
     vacc1x01234567 = vmulq_f16(vacc1x01234567, vscale);
     vacc2x01234567 = vmulq_f16(vacc2x01234567, vscale);
     vacc3x01234567 = vmulq_f16(vacc3x01234567, vscale);
     vacc4x01234567 = vmulq_f16(vacc4x01234567, vscale);
     vacc5x01234567 = vmulq_f16(vacc5x01234567, vscale);

     const float16x8_t vmax = vld1q_dup_f16((const __fp16*) &params->max);
     vacc0x01234567 = vminq_f16(vacc0x01234567, vmax);
     vacc1x01234567 = vminq_f16(vacc1x01234567, vmax);
     vacc2x01234567 = vminq_f16(vacc2x01234567, vmax);
     vacc3x01234567 = vminq_f16(vacc3x01234567, vmax);
     vacc4x01234567 = vminq_f16(vacc4x01234567, vmax);
     vacc5x01234567 = vminq_f16(vacc5x01234567, vmax);

     const float16x8_t vmin = vld1q_dup_f16((const __fp16*) &params->min);
     vacc0x01234567 = vmaxq_f16(vacc0x01234567, vmin);
     vacc1x01234567 = vmaxq_f16(vacc1x01234567, vmin);
     vacc2x01234567 = vmaxq_f16(vacc2x01234567, vmin);
     vacc3x01234567 = vmaxq_f16(vacc3x01234567, vmin);
     vacc4x01234567 = vmaxq_f16(vacc4x01234567, vmin);
     vacc5x01234567 = vmaxq_f16(vacc5x01234567, vmin);

     if XNN_LIKELY(nc >= 8) {
       vst1q_f16(c0, vacc0x01234567);
       c0 = (__fp16*) ((uintptr_t) c0 + cn_stride);
       vst1q_f16(c1, vacc1x01234567);
       c1 = (__fp16*) ((uintptr_t) c1 + cn_stride);
       vst1q_f16(c2, vacc2x01234567);
       c2 = (__fp16*) ((uintptr_t) c2 + cn_stride);
       vst1q_f16(c3, vacc3x01234567);
       c3 = (__fp16*) ((uintptr_t) c3 + cn_stride);
       vst1q_f16(c4, vacc4x01234567);
       c4 = (__fp16*) ((uintptr_t) c4 + cn_stride);
       vst1q_f16(c5, vacc5x01234567);
       c5 = (__fp16*) ((uintptr_t) c5 + cn_stride);

       a0 = (const __fp16*) ((uintptr_t) a0 - kc);
       a1 = (const __fp16*) ((uintptr_t) a1 - kc);
       a2 = (const __fp16*) ((uintptr_t) a2 - kc);
       a3 = (const __fp16*) ((uintptr_t) a3 - kc);
       a4 = (const __fp16*) ((uintptr_t) a4 - kc);
       a5 = (const __fp16*) ((uintptr_t) a5 - kc);

       nc -= 8;
     } else {
       float16x4_t vacc0x0123 = vget_low_f16(vacc0x01234567);
       float16x4_t vacc1x0123 = vget_low_f16(vacc1x01234567);
       float16x4_t vacc2x0123 = vget_low_f16(vacc2x01234567);
       float16x4_t vacc3x0123 = vget_low_f16(vacc3x01234567);
       float16x4_t vacc4x0123 = vget_low_f16(vacc4x01234567);
       float16x4_t vacc5x0123 = vget_low_f16(vacc5x01234567);
       if (nc & 4) {
         vst1_f16(c0, vacc0x0123); c0 += 4;
         vst1_f16(c1, vacc1x0123); c1 += 4;
         vst1_f16(c2, vacc2x0123); c2 += 4;
         vst1_f16(c3, vacc3x0123); c3 += 4;
         vst1_f16(c4, vacc4x0123); c4 += 4;
         vst1_f16(c5, vacc5x0123); c5 += 4;

         vacc0x0123 = vget_high_f16(vacc0x01234567);
         vacc1x0123 = vget_high_f16(vacc1x01234567);
         vacc2x0123 = vget_high_f16(vacc2x01234567);
         vacc3x0123 = vget_high_f16(vacc3x01234567);
         vacc4x0123 = vget_high_f16(vacc4x01234567);
         vacc5x0123 = vget_high_f16(vacc5x01234567);
       }
       if (nc & 2) {
         vst1_lane_u32(__builtin_assume_aligned(c0, 1), vreinterpret_u32_f16(vacc0x0123), 0); c0 += 2;
         vst1_lane_u32(__builtin_assume_aligned(c1, 1), vreinterpret_u32_f16(vacc1x0123), 0); c1 += 2;
         vst1_lane_u32(__builtin_assume_aligned(c2, 1), vreinterpret_u32_f16(vacc2x0123), 0); c2 += 2;
         vst1_lane_u32(__builtin_assume_aligned(c3, 1), vreinterpret_u32_f16(vacc3x0123), 0); c3 += 2;
         vst1_lane_u32(__builtin_assume_aligned(c4, 1), vreinterpret_u32_f16(vacc4x0123), 0); c4 += 2;
         vst1_lane_u32(__builtin_assume_aligned(c5, 1), vreinterpret_u32_f16(vacc5x0123), 0); c5 += 2;

         vacc0x0123 = vext_f16(vacc0x0123, vacc0x0123, 2);
         vacc1x0123 = vext_f16(vacc1x0123, vacc1x0123, 2);
         vacc2x0123 = vext_f16(vacc2x0123, vacc2x0123, 2);
         vacc3x0123 = vext_f16(vacc3x0123, vacc3x0123, 2);
         vacc4x0123 = vext_f16(vacc4x0123, vacc4x0123, 2);
         vacc5x0123 = vext_f16(vacc5x0123, vacc5x0123, 2);
       }
       if (nc & 1) {
         vst1_lane_f16(c0, vacc0x0123, 0);
         vst1_lane_f16(c1, vacc1x0123, 0);
         vst1_lane_f16(c2, vacc2x0123, 0);
         vst1_lane_f16(c3, vacc3x0123, 0);
         vst1_lane_f16(c4, vacc4x0123, 0);
         vst1_lane_f16(c5, vacc5x0123, 0);
       }

       nc = 0;
     }
   } while (nc != 0);
 }
	// Auto-generated file. Do not edit!
	// Template: src/f16-gemm/neonfp16arith-ld64.c.in
	// Generator: tools/xngen
	//
	// Copyright (c) Facebook, Inc. and its affiliates.
	// All rights reserved.
	//
	// Copyright 2019 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/gemm.h>


	void xnn_f16_gemm_ukernel_6x8__neonfp16arith_ld64(
	size_t mr,
	size_t nc,
	size_t kc,
	const void* restrict a,
	size_t a_stride,
	const void* restrict w,
	void* restrict c,
	size_t cm_stride,
	size_t cn_stride,
	const struct xnn_f16_output_params params[restrict static 1])
	{
	assert(mr != 0);
	assert(mr <= 6);
	assert(nc != 0);
	assert(kc != 0);
	assert(kc % sizeof(__fp16) == 0);

	const __fp16* a0 = a;
	__fp16* c0 = c;
	const __fp16* a1 = (const __fp16*) ((uintptr_t) a0 + a_stride);
	__fp16* c1 = (__fp16*) ((uintptr_t) c0 + cm_stride);
	if XNN_UNPREDICTABLE(mr < 2) {
	a1 = a0;
	c1 = c0;
	}
	const __fp16* a2 = (const __fp16*) ((uintptr_t) a1 + a_stride);
	__fp16* c2 = (__fp16*) ((uintptr_t) c1 + cm_stride);
	if XNN_UNPREDICTABLE(mr <= 2) {
	a2 = a1;
	c2 = c1;
	}
	const __fp16* a3 = (const __fp16*) ((uintptr_t) a2 + a_stride);
	__fp16* c3 = (__fp16*) ((uintptr_t) c2 + cm_stride);
	if XNN_UNPREDICTABLE(mr < 4) {
	a3 = a2;
	c3 = c2;
	}
	const __fp16* a4 = (const __fp16*) ((uintptr_t) a3 + a_stride);
	__fp16* c4 = (__fp16*) ((uintptr_t) c3 + cm_stride);
	if XNN_UNPREDICTABLE(mr <= 4) {
	a4 = a3;
	c4 = c3;
	}
	const __fp16* a5 = (const __fp16*) ((uintptr_t) a4 + a_stride);
	__fp16* c5 = (__fp16*) ((uintptr_t) c4 + cm_stride);
	if XNN_UNPREDICTABLE(mr != 6) {
	a5 = a4;
	c5 = c4;
	}

	do {
	float16x8_t vacc0x01234567 = vld1q_f16(w); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t));
	float16x8_t vacc1x01234567 = vacc0x01234567;
	float16x8_t vacc2x01234567 = vacc0x01234567;
	float16x8_t vacc3x01234567 = vacc0x01234567;
	float16x8_t vacc4x01234567 = vacc0x01234567;
	float16x8_t vacc5x01234567 = vacc0x01234567;

	size_t k = kc;
	while (k >= 4 * sizeof(__fp16)) {
	const float16x4_t va0 = vld1_f16(a0); a0 += 4;
	const float16x4_t va1 = vld1_f16(a1); a1 += 4;
	const float16x4_t va2 = vld1_f16(a2); a2 += 4;
	const float16x4_t va3 = vld1_f16(a3); a3 += 4;
	const float16x4_t va4 = vld1_f16(a4); a4 += 4;
	const float16x4_t va5 = vld1_f16(a5); a5 += 4;

	const float16x8_t vb01234567c0 = vld1q_f16(w); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t));

	#if defined(__aarch64__)
	vacc0x01234567 = vfmaq_lane_f16(vacc0x01234567, vb01234567c0, va0, 0);
	vacc1x01234567 = vfmaq_lane_f16(vacc1x01234567, vb01234567c0, va1, 0);
	vacc2x01234567 = vfmaq_lane_f16(vacc2x01234567, vb01234567c0, va2, 0);
	vacc3x01234567 = vfmaq_lane_f16(vacc3x01234567, vb01234567c0, va3, 0);
	vacc4x01234567 = vfmaq_lane_f16(vacc4x01234567, vb01234567c0, va4, 0);
	vacc5x01234567 = vfmaq_lane_f16(vacc5x01234567, vb01234567c0, va5, 0);
	#else
	const float16x8_t va0c0 = vdupq_lane_f16(va0, 0);
	const float16x8_t va1c0 = vdupq_lane_f16(va1, 0);
	const float16x8_t va2c0 = vdupq_lane_f16(va2, 0);
	const float16x8_t va3c0 = vdupq_lane_f16(va3, 0);
	const float16x8_t va4c0 = vdupq_lane_f16(va4, 0);
	const float16x8_t va5c0 = vdupq_lane_f16(va5, 0);

	vacc0x01234567 = vfmaq_f16(vacc0x01234567, va0c0, vb01234567c0);
	vacc1x01234567 = vfmaq_f16(vacc1x01234567, va1c0, vb01234567c0);
	vacc2x01234567 = vfmaq_f16(vacc2x01234567, va2c0, vb01234567c0);
	vacc3x01234567 = vfmaq_f16(vacc3x01234567, va3c0, vb01234567c0);
	vacc4x01234567 = vfmaq_f16(vacc4x01234567, va4c0, vb01234567c0);
	vacc5x01234567 = vfmaq_f16(vacc5x01234567, va5c0, vb01234567c0);
	#endif
	const float16x8_t vb01234567c1 = vld1q_f16(w); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t));

	#if defined(__aarch64__)
	vacc0x01234567 = vfmaq_lane_f16(vacc0x01234567, vb01234567c1, va0, 1);
	vacc1x01234567 = vfmaq_lane_f16(vacc1x01234567, vb01234567c1, va1, 1);
	vacc2x01234567 = vfmaq_lane_f16(vacc2x01234567, vb01234567c1, va2, 1);
	vacc3x01234567 = vfmaq_lane_f16(vacc3x01234567, vb01234567c1, va3, 1);
	vacc4x01234567 = vfmaq_lane_f16(vacc4x01234567, vb01234567c1, va4, 1);
	vacc5x01234567 = vfmaq_lane_f16(vacc5x01234567, vb01234567c1, va5, 1);
	#else
	const float16x8_t va0c1 = vdupq_lane_f16(va0, 1);
	const float16x8_t va1c1 = vdupq_lane_f16(va1, 1);
	const float16x8_t va2c1 = vdupq_lane_f16(va2, 1);
	const float16x8_t va3c1 = vdupq_lane_f16(va3, 1);
	const float16x8_t va4c1 = vdupq_lane_f16(va4, 1);
	const float16x8_t va5c1 = vdupq_lane_f16(va5, 1);

	vacc0x01234567 = vfmaq_f16(vacc0x01234567, va0c1, vb01234567c1);
	vacc1x01234567 = vfmaq_f16(vacc1x01234567, va1c1, vb01234567c1);
	vacc2x01234567 = vfmaq_f16(vacc2x01234567, va2c1, vb01234567c1);
	vacc3x01234567 = vfmaq_f16(vacc3x01234567, va3c1, vb01234567c1);
	vacc4x01234567 = vfmaq_f16(vacc4x01234567, va4c1, vb01234567c1);
	vacc5x01234567 = vfmaq_f16(vacc5x01234567, va5c1, vb01234567c1);
	#endif
	const float16x8_t vb01234567c2 = vld1q_f16(w); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t));

	#if defined(__aarch64__)
	vacc0x01234567 = vfmaq_lane_f16(vacc0x01234567, vb01234567c2, va0, 2);
	vacc1x01234567 = vfmaq_lane_f16(vacc1x01234567, vb01234567c2, va1, 2);
	vacc2x01234567 = vfmaq_lane_f16(vacc2x01234567, vb01234567c2, va2, 2);
	vacc3x01234567 = vfmaq_lane_f16(vacc3x01234567, vb01234567c2, va3, 2);
	vacc4x01234567 = vfmaq_lane_f16(vacc4x01234567, vb01234567c2, va4, 2);
	vacc5x01234567 = vfmaq_lane_f16(vacc5x01234567, vb01234567c2, va5, 2);
	#else
	const float16x8_t va0c2 = vdupq_lane_f16(va0, 2);
	const float16x8_t va1c2 = vdupq_lane_f16(va1, 2);
	const float16x8_t va2c2 = vdupq_lane_f16(va2, 2);
	const float16x8_t va3c2 = vdupq_lane_f16(va3, 2);
	const float16x8_t va4c2 = vdupq_lane_f16(va4, 2);
	const float16x8_t va5c2 = vdupq_lane_f16(va5, 2);

	vacc0x01234567 = vfmaq_f16(vacc0x01234567, va0c2, vb01234567c2);
	vacc1x01234567 = vfmaq_f16(vacc1x01234567, va1c2, vb01234567c2);
	vacc2x01234567 = vfmaq_f16(vacc2x01234567, va2c2, vb01234567c2);
	vacc3x01234567 = vfmaq_f16(vacc3x01234567, va3c2, vb01234567c2);
	vacc4x01234567 = vfmaq_f16(vacc4x01234567, va4c2, vb01234567c2);
	vacc5x01234567 = vfmaq_f16(vacc5x01234567, va5c2, vb01234567c2);
	#endif
	const float16x8_t vb01234567c3 = vld1q_f16(w); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t));

	#if defined(__aarch64__)
	vacc0x01234567 = vfmaq_lane_f16(vacc0x01234567, vb01234567c3, va0, 3);
	vacc1x01234567 = vfmaq_lane_f16(vacc1x01234567, vb01234567c3, va1, 3);
	vacc2x01234567 = vfmaq_lane_f16(vacc2x01234567, vb01234567c3, va2, 3);
	vacc3x01234567 = vfmaq_lane_f16(vacc3x01234567, vb01234567c3, va3, 3);
	vacc4x01234567 = vfmaq_lane_f16(vacc4x01234567, vb01234567c3, va4, 3);
	vacc5x01234567 = vfmaq_lane_f16(vacc5x01234567, vb01234567c3, va5, 3);
	#else
	const float16x8_t va0c3 = vdupq_lane_f16(va0, 3);
	const float16x8_t va1c3 = vdupq_lane_f16(va1, 3);
	const float16x8_t va2c3 = vdupq_lane_f16(va2, 3);
	const float16x8_t va3c3 = vdupq_lane_f16(va3, 3);
	const float16x8_t va4c3 = vdupq_lane_f16(va4, 3);
	const float16x8_t va5c3 = vdupq_lane_f16(va5, 3);

	vacc0x01234567 = vfmaq_f16(vacc0x01234567, va0c3, vb01234567c3);
	vacc1x01234567 = vfmaq_f16(vacc1x01234567, va1c3, vb01234567c3);
	vacc2x01234567 = vfmaq_f16(vacc2x01234567, va2c3, vb01234567c3);
	vacc3x01234567 = vfmaq_f16(vacc3x01234567, va3c3, vb01234567c3);
	vacc4x01234567 = vfmaq_f16(vacc4x01234567, va4c3, vb01234567c3);
	vacc5x01234567 = vfmaq_f16(vacc5x01234567, va5c3, vb01234567c3);
	#endif

	k -= 4 * sizeof(__fp16);
	}
	if XNN_UNLIKELY(k != 0) {
	do {
	const float16x8_t va0 = vld1q_dup_f16(a0); a0 += 1;
	const float16x8_t va1 = vld1q_dup_f16(a1); a1 += 1;
	const float16x8_t va2 = vld1q_dup_f16(a2); a2 += 1;
	const float16x8_t va3 = vld1q_dup_f16(a3); a3 += 1;
	const float16x8_t va4 = vld1q_dup_f16(a4); a4 += 1;
	const float16x8_t va5 = vld1q_dup_f16(a5); a5 += 1;

	const float16x8_t vb01234567 = vld1q_f16(w); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t));

	vacc0x01234567 = vfmaq_f16(vacc0x01234567, va0, vb01234567);
	vacc1x01234567 = vfmaq_f16(vacc1x01234567, va1, vb01234567);
	vacc2x01234567 = vfmaq_f16(vacc2x01234567, va2, vb01234567);
	vacc3x01234567 = vfmaq_f16(vacc3x01234567, va3, vb01234567);
	vacc4x01234567 = vfmaq_f16(vacc4x01234567, va4, vb01234567);
	vacc5x01234567 = vfmaq_f16(vacc5x01234567, va5, vb01234567);

	k -= sizeof(__fp16);
	} while (k != 0);
	}

	const float16x8_t vscale = vld1q_dup_f16((const __fp16*) &params->scale);
	vacc0x01234567 = vmulq_f16(vacc0x01234567, vscale);
	vacc1x01234567 = vmulq_f16(vacc1x01234567, vscale);
	vacc2x01234567 = vmulq_f16(vacc2x01234567, vscale);
	vacc3x01234567 = vmulq_f16(vacc3x01234567, vscale);
	vacc4x01234567 = vmulq_f16(vacc4x01234567, vscale);
	vacc5x01234567 = vmulq_f16(vacc5x01234567, vscale);

	const float16x8_t vmax = vld1q_dup_f16((const __fp16*) &params->max);
	vacc0x01234567 = vminq_f16(vacc0x01234567, vmax);
	vacc1x01234567 = vminq_f16(vacc1x01234567, vmax);
	vacc2x01234567 = vminq_f16(vacc2x01234567, vmax);
	vacc3x01234567 = vminq_f16(vacc3x01234567, vmax);
	vacc4x01234567 = vminq_f16(vacc4x01234567, vmax);
	vacc5x01234567 = vminq_f16(vacc5x01234567, vmax);

	const float16x8_t vmin = vld1q_dup_f16((const __fp16*) &params->min);
	vacc0x01234567 = vmaxq_f16(vacc0x01234567, vmin);
	vacc1x01234567 = vmaxq_f16(vacc1x01234567, vmin);
	vacc2x01234567 = vmaxq_f16(vacc2x01234567, vmin);
	vacc3x01234567 = vmaxq_f16(vacc3x01234567, vmin);
	vacc4x01234567 = vmaxq_f16(vacc4x01234567, vmin);
	vacc5x01234567 = vmaxq_f16(vacc5x01234567, vmin);

	if XNN_LIKELY(nc >= 8) {
	vst1q_f16(c0, vacc0x01234567);
	c0 = (__fp16*) ((uintptr_t) c0 + cn_stride);
	vst1q_f16(c1, vacc1x01234567);
	c1 = (__fp16*) ((uintptr_t) c1 + cn_stride);
	vst1q_f16(c2, vacc2x01234567);
	c2 = (__fp16*) ((uintptr_t) c2 + cn_stride);
	vst1q_f16(c3, vacc3x01234567);
	c3 = (__fp16*) ((uintptr_t) c3 + cn_stride);
	vst1q_f16(c4, vacc4x01234567);
	c4 = (__fp16*) ((uintptr_t) c4 + cn_stride);
	vst1q_f16(c5, vacc5x01234567);
	c5 = (__fp16*) ((uintptr_t) c5 + cn_stride);

	a0 = (const __fp16*) ((uintptr_t) a0 - kc);
	a1 = (const __fp16*) ((uintptr_t) a1 - kc);
	a2 = (const __fp16*) ((uintptr_t) a2 - kc);
	a3 = (const __fp16*) ((uintptr_t) a3 - kc);
	a4 = (const __fp16*) ((uintptr_t) a4 - kc);
	a5 = (const __fp16*) ((uintptr_t) a5 - kc);

	nc -= 8;
	} else {
	float16x4_t vacc0x0123 = vget_low_f16(vacc0x01234567);
	float16x4_t vacc1x0123 = vget_low_f16(vacc1x01234567);
	float16x4_t vacc2x0123 = vget_low_f16(vacc2x01234567);
	float16x4_t vacc3x0123 = vget_low_f16(vacc3x01234567);
	float16x4_t vacc4x0123 = vget_low_f16(vacc4x01234567);
	float16x4_t vacc5x0123 = vget_low_f16(vacc5x01234567);
	if (nc & 4) {
	vst1_f16(c0, vacc0x0123); c0 += 4;
	vst1_f16(c1, vacc1x0123); c1 += 4;
	vst1_f16(c2, vacc2x0123); c2 += 4;
	vst1_f16(c3, vacc3x0123); c3 += 4;
	vst1_f16(c4, vacc4x0123); c4 += 4;
	vst1_f16(c5, vacc5x0123); c5 += 4;

	vacc0x0123 = vget_high_f16(vacc0x01234567);
	vacc1x0123 = vget_high_f16(vacc1x01234567);
	vacc2x0123 = vget_high_f16(vacc2x01234567);
	vacc3x0123 = vget_high_f16(vacc3x01234567);
	vacc4x0123 = vget_high_f16(vacc4x01234567);
	vacc5x0123 = vget_high_f16(vacc5x01234567);
	}
	if (nc & 2) {
	vst1_lane_u32(__builtin_assume_aligned(c0, 1), vreinterpret_u32_f16(vacc0x0123), 0); c0 += 2;
	vst1_lane_u32(__builtin_assume_aligned(c1, 1), vreinterpret_u32_f16(vacc1x0123), 0); c1 += 2;
	vst1_lane_u32(__builtin_assume_aligned(c2, 1), vreinterpret_u32_f16(vacc2x0123), 0); c2 += 2;
	vst1_lane_u32(__builtin_assume_aligned(c3, 1), vreinterpret_u32_f16(vacc3x0123), 0); c3 += 2;
	vst1_lane_u32(__builtin_assume_aligned(c4, 1), vreinterpret_u32_f16(vacc4x0123), 0); c4 += 2;
	vst1_lane_u32(__builtin_assume_aligned(c5, 1), vreinterpret_u32_f16(vacc5x0123), 0); c5 += 2;

	vacc0x0123 = vext_f16(vacc0x0123, vacc0x0123, 2);
	vacc1x0123 = vext_f16(vacc1x0123, vacc1x0123, 2);
	vacc2x0123 = vext_f16(vacc2x0123, vacc2x0123, 2);
	vacc3x0123 = vext_f16(vacc3x0123, vacc3x0123, 2);
	vacc4x0123 = vext_f16(vacc4x0123, vacc4x0123, 2);
	vacc5x0123 = vext_f16(vacc5x0123, vacc5x0123, 2);
	}
	if (nc & 1) {
	vst1_lane_f16(c0, vacc0x0123, 0);
	vst1_lane_f16(c1, vacc1x0123, 0);
	vst1_lane_f16(c2, vacc2x0123, 0);
	vst1_lane_f16(c3, vacc3x0123, 0);
	vst1_lane_f16(c4, vacc4x0123, 0);
	vst1_lane_f16(c5, vacc5x0123, 0);
	}

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