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// Auto-generated file. Do not edit!
// Template: src/qs8-gemm/c4-neondot.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/gemm.h>
#include <xnnpack/math.h>
void xnn_qs8_gemm_minmax_rndnu_ukernel_8x16c4__neondot(
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_OOB_READS
{
assert(mr != 0);
assert(mr <= 8);
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, 4 * sizeof(int8_t));
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;
}
const int8_t* a3 = (const int8_t*) ((uintptr_t) a2 + a_stride);
int8_t* c3 = (int8_t*) ((uintptr_t) c2 + cm_stride);
if XNN_UNPREDICTABLE(mr < 4) {
a3 = a2;
c3 = c2;
}
const int8_t* a4 = (const int8_t*) ((uintptr_t) a3 + a_stride);
int8_t* c4 = (int8_t*) ((uintptr_t) c3 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 4) {
a4 = a3;
c4 = c3;
}
const int8_t* a5 = (const int8_t*) ((uintptr_t) a4 + a_stride);
int8_t* c5 = (int8_t*) ((uintptr_t) c4 + cm_stride);
if XNN_UNPREDICTABLE(mr < 6) {
a5 = a4;
c5 = c4;
}
const int8_t* a6 = (const int8_t*) ((uintptr_t) a5 + a_stride);
int8_t* c6 = (int8_t*) ((uintptr_t) c5 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 6) {
a6 = a5;
c6 = c5;
}
const int8_t* a7 = (const int8_t*) ((uintptr_t) a6 + a_stride);
int8_t* c7 = (int8_t*) ((uintptr_t) c6 + cm_stride);
if XNN_UNPREDICTABLE(mr != 8) {
a7 = a6;
c7 = c6;
}
// Loop over groups of 16 columns.
do {
// Initialize accumulators with bias. 16 bias values are loaded from the
// weight matrix, at the start of the group of 16 columns.
int32x4_t vacc0x0123 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
int32x4_t vacc0x4567 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
int32x4_t vacc0x89AB = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
int32x4_t vacc0xCDEF = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
int32x4_t vacc1x0123 = vacc0x0123;
int32x4_t vacc1x4567 = vacc0x4567;
int32x4_t vacc1x89AB = vacc0x89AB;
int32x4_t vacc1xCDEF = vacc0xCDEF;
int32x4_t vacc2x0123 = vacc0x0123;
int32x4_t vacc2x4567 = vacc0x4567;
int32x4_t vacc2x89AB = vacc0x89AB;
int32x4_t vacc2xCDEF = vacc0xCDEF;
int32x4_t vacc3x0123 = vacc0x0123;
int32x4_t vacc3x4567 = vacc0x4567;
int32x4_t vacc3x89AB = vacc0x89AB;
int32x4_t vacc3xCDEF = vacc0xCDEF;
int32x4_t vacc4x0123 = vacc0x0123;
int32x4_t vacc4x4567 = vacc0x4567;
int32x4_t vacc4x89AB = vacc0x89AB;
int32x4_t vacc4xCDEF = vacc0xCDEF;
int32x4_t vacc5x0123 = vacc0x0123;
int32x4_t vacc5x4567 = vacc0x4567;
int32x4_t vacc5x89AB = vacc0x89AB;
int32x4_t vacc5xCDEF = vacc0xCDEF;
int32x4_t vacc6x0123 = vacc0x0123;
int32x4_t vacc6x4567 = vacc0x4567;
int32x4_t vacc6x89AB = vacc0x89AB;
int32x4_t vacc6xCDEF = vacc0xCDEF;
int32x4_t vacc7x0123 = vacc0x0123;
int32x4_t vacc7x4567 = vacc0x4567;
int32x4_t vacc7x89AB = vacc0x89AB;
int32x4_t vacc7xCDEF = vacc0xCDEF;
// Inner accumulation loop along the 16 columns.
size_t k = kc;
// 2x partial unrolled loop to load 8 bytes at a time.
while (k >= 8 * sizeof(int8_t)) {
// Load a 8x8 block of activations.
const int8x8_t va0x01234567 = vld1_s8(a0); a0 += 8;
const int8x8_t va1x01234567 = vld1_s8(a1); a1 += 8;
const int8x8_t va2x01234567 = vld1_s8(a2); a2 += 8;
const int8x8_t va3x01234567 = vld1_s8(a3); a3 += 8;
const int8x8_t va4x01234567 = vld1_s8(a4); a4 += 8;
const int8x8_t va5x01234567 = vld1_s8(a5); a5 += 8;
const int8x8_t va6x01234567 = vld1_s8(a6); a6 += 8;
const int8x8_t va7x01234567 = vld1_s8(a7); a7 += 8;
// Load a 8x16 block of weights.
const int8x16_t vb0123x0123 = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
const int8x16_t vb0123x4567 = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
const int8x16_t vb0123x89AB = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
const int8x16_t vb0123xCDEF = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
const int8x16_t vb4567x0123 = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
const int8x16_t vb4567x4567 = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
const int8x16_t vb4567x89AB = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
const int8x16_t vb4567xCDEF = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
// Multiply-accumulate: 8x8 * 8x16 --> 8x16.
vacc0x0123 = vdotq_lane_s32(vacc0x0123, vb0123x0123, va0x01234567, 0);
vacc0x4567 = vdotq_lane_s32(vacc0x4567, vb0123x4567, va0x01234567, 0);
vacc0x89AB = vdotq_lane_s32(vacc0x89AB, vb0123x89AB, va0x01234567, 0);
vacc0xCDEF = vdotq_lane_s32(vacc0xCDEF, vb0123xCDEF, va0x01234567, 0);
vacc1x0123 = vdotq_lane_s32(vacc1x0123, vb0123x0123, va1x01234567, 0);
vacc1x4567 = vdotq_lane_s32(vacc1x4567, vb0123x4567, va1x01234567, 0);
vacc1x89AB = vdotq_lane_s32(vacc1x89AB, vb0123x89AB, va1x01234567, 0);
vacc1xCDEF = vdotq_lane_s32(vacc1xCDEF, vb0123xCDEF, va1x01234567, 0);
vacc2x0123 = vdotq_lane_s32(vacc2x0123, vb0123x0123, va2x01234567, 0);
vacc2x4567 = vdotq_lane_s32(vacc2x4567, vb0123x4567, va2x01234567, 0);
vacc2x89AB = vdotq_lane_s32(vacc2x89AB, vb0123x89AB, va2x01234567, 0);
vacc2xCDEF = vdotq_lane_s32(vacc2xCDEF, vb0123xCDEF, va2x01234567, 0);
vacc3x0123 = vdotq_lane_s32(vacc3x0123, vb0123x0123, va3x01234567, 0);
vacc3x4567 = vdotq_lane_s32(vacc3x4567, vb0123x4567, va3x01234567, 0);
vacc3x89AB = vdotq_lane_s32(vacc3x89AB, vb0123x89AB, va3x01234567, 0);
vacc3xCDEF = vdotq_lane_s32(vacc3xCDEF, vb0123xCDEF, va3x01234567, 0);
vacc4x0123 = vdotq_lane_s32(vacc4x0123, vb0123x0123, va4x01234567, 0);
vacc4x4567 = vdotq_lane_s32(vacc4x4567, vb0123x4567, va4x01234567, 0);
vacc4x89AB = vdotq_lane_s32(vacc4x89AB, vb0123x89AB, va4x01234567, 0);
vacc4xCDEF = vdotq_lane_s32(vacc4xCDEF, vb0123xCDEF, va4x01234567, 0);
vacc5x0123 = vdotq_lane_s32(vacc5x0123, vb0123x0123, va5x01234567, 0);
vacc5x4567 = vdotq_lane_s32(vacc5x4567, vb0123x4567, va5x01234567, 0);
vacc5x89AB = vdotq_lane_s32(vacc5x89AB, vb0123x89AB, va5x01234567, 0);
vacc5xCDEF = vdotq_lane_s32(vacc5xCDEF, vb0123xCDEF, va5x01234567, 0);
vacc6x0123 = vdotq_lane_s32(vacc6x0123, vb0123x0123, va6x01234567, 0);
vacc6x4567 = vdotq_lane_s32(vacc6x4567, vb0123x4567, va6x01234567, 0);
vacc6x89AB = vdotq_lane_s32(vacc6x89AB, vb0123x89AB, va6x01234567, 0);
vacc6xCDEF = vdotq_lane_s32(vacc6xCDEF, vb0123xCDEF, va6x01234567, 0);
vacc7x0123 = vdotq_lane_s32(vacc7x0123, vb0123x0123, va7x01234567, 0);
vacc7x4567 = vdotq_lane_s32(vacc7x4567, vb0123x4567, va7x01234567, 0);
vacc7x89AB = vdotq_lane_s32(vacc7x89AB, vb0123x89AB, va7x01234567, 0);
vacc7xCDEF = vdotq_lane_s32(vacc7xCDEF, vb0123xCDEF, va7x01234567, 0);
vacc0x0123 = vdotq_lane_s32(vacc0x0123, vb4567x0123, va0x01234567, 1);
vacc0x4567 = vdotq_lane_s32(vacc0x4567, vb4567x4567, va0x01234567, 1);
vacc0x89AB = vdotq_lane_s32(vacc0x89AB, vb4567x89AB, va0x01234567, 1);
vacc0xCDEF = vdotq_lane_s32(vacc0xCDEF, vb4567xCDEF, va0x01234567, 1);
vacc1x0123 = vdotq_lane_s32(vacc1x0123, vb4567x0123, va1x01234567, 1);
vacc1x4567 = vdotq_lane_s32(vacc1x4567, vb4567x4567, va1x01234567, 1);
vacc1x89AB = vdotq_lane_s32(vacc1x89AB, vb4567x89AB, va1x01234567, 1);
vacc1xCDEF = vdotq_lane_s32(vacc1xCDEF, vb4567xCDEF, va1x01234567, 1);
vacc2x0123 = vdotq_lane_s32(vacc2x0123, vb4567x0123, va2x01234567, 1);
vacc2x4567 = vdotq_lane_s32(vacc2x4567, vb4567x4567, va2x01234567, 1);
vacc2x89AB = vdotq_lane_s32(vacc2x89AB, vb4567x89AB, va2x01234567, 1);
vacc2xCDEF = vdotq_lane_s32(vacc2xCDEF, vb4567xCDEF, va2x01234567, 1);
vacc3x0123 = vdotq_lane_s32(vacc3x0123, vb4567x0123, va3x01234567, 1);
vacc3x4567 = vdotq_lane_s32(vacc3x4567, vb4567x4567, va3x01234567, 1);
vacc3x89AB = vdotq_lane_s32(vacc3x89AB, vb4567x89AB, va3x01234567, 1);
vacc3xCDEF = vdotq_lane_s32(vacc3xCDEF, vb4567xCDEF, va3x01234567, 1);
vacc4x0123 = vdotq_lane_s32(vacc4x0123, vb4567x0123, va4x01234567, 1);
vacc4x4567 = vdotq_lane_s32(vacc4x4567, vb4567x4567, va4x01234567, 1);
vacc4x89AB = vdotq_lane_s32(vacc4x89AB, vb4567x89AB, va4x01234567, 1);
vacc4xCDEF = vdotq_lane_s32(vacc4xCDEF, vb4567xCDEF, va4x01234567, 1);
vacc5x0123 = vdotq_lane_s32(vacc5x0123, vb4567x0123, va5x01234567, 1);
vacc5x4567 = vdotq_lane_s32(vacc5x4567, vb4567x4567, va5x01234567, 1);
vacc5x89AB = vdotq_lane_s32(vacc5x89AB, vb4567x89AB, va5x01234567, 1);
vacc5xCDEF = vdotq_lane_s32(vacc5xCDEF, vb4567xCDEF, va5x01234567, 1);
vacc6x0123 = vdotq_lane_s32(vacc6x0123, vb4567x0123, va6x01234567, 1);
vacc6x4567 = vdotq_lane_s32(vacc6x4567, vb4567x4567, va6x01234567, 1);
vacc6x89AB = vdotq_lane_s32(vacc6x89AB, vb4567x89AB, va6x01234567, 1);
vacc6xCDEF = vdotq_lane_s32(vacc6xCDEF, vb4567xCDEF, va6x01234567, 1);
vacc7x0123 = vdotq_lane_s32(vacc7x0123, vb4567x0123, va7x01234567, 1);
vacc7x4567 = vdotq_lane_s32(vacc7x4567, vb4567x4567, va7x01234567, 1);
vacc7x89AB = vdotq_lane_s32(vacc7x89AB, vb4567x89AB, va7x01234567, 1);
vacc7xCDEF = vdotq_lane_s32(vacc7xCDEF, vb4567xCDEF, va7x01234567, 1);
k -= 8 * sizeof(int8_t);
}
// Handle up to 4 final positions of `k`
if XNN_UNLIKELY(k != 0) {
// Load a 8x4 block of activations.
const int8x8_t va0x01234567 = vld1_s8(a0); a0 += 4;
const int8x8_t va1x01234567 = vld1_s8(a1); a1 += 4;
const int8x8_t va2x01234567 = vld1_s8(a2); a2 += 4;
const int8x8_t va3x01234567 = vld1_s8(a3); a3 += 4;
const int8x8_t va4x01234567 = vld1_s8(a4); a4 += 4;
const int8x8_t va5x01234567 = vld1_s8(a5); a5 += 4;
const int8x8_t va6x01234567 = vld1_s8(a6); a6 += 4;
const int8x8_t va7x01234567 = vld1_s8(a7); a7 += 4;
// Load a 4x16 block of weights.
const int8x16_t vb0123x0123 = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
const int8x16_t vb0123x4567 = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
const int8x16_t vb0123x89AB = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
const int8x16_t vb0123xCDEF = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
// Multiply-accumulate: 8x4 * 4x16 --> 8x16.
vacc0x0123 = vdotq_lane_s32(vacc0x0123, vb0123x0123, va0x01234567, 0);
vacc0x4567 = vdotq_lane_s32(vacc0x4567, vb0123x4567, va0x01234567, 0);
vacc0x89AB = vdotq_lane_s32(vacc0x89AB, vb0123x89AB, va0x01234567, 0);
vacc0xCDEF = vdotq_lane_s32(vacc0xCDEF, vb0123xCDEF, va0x01234567, 0);
vacc1x0123 = vdotq_lane_s32(vacc1x0123, vb0123x0123, va1x01234567, 0);
vacc1x4567 = vdotq_lane_s32(vacc1x4567, vb0123x4567, va1x01234567, 0);
vacc1x89AB = vdotq_lane_s32(vacc1x89AB, vb0123x89AB, va1x01234567, 0);
vacc1xCDEF = vdotq_lane_s32(vacc1xCDEF, vb0123xCDEF, va1x01234567, 0);
vacc2x0123 = vdotq_lane_s32(vacc2x0123, vb0123x0123, va2x01234567, 0);
vacc2x4567 = vdotq_lane_s32(vacc2x4567, vb0123x4567, va2x01234567, 0);
vacc2x89AB = vdotq_lane_s32(vacc2x89AB, vb0123x89AB, va2x01234567, 0);
vacc2xCDEF = vdotq_lane_s32(vacc2xCDEF, vb0123xCDEF, va2x01234567, 0);
vacc3x0123 = vdotq_lane_s32(vacc3x0123, vb0123x0123, va3x01234567, 0);
vacc3x4567 = vdotq_lane_s32(vacc3x4567, vb0123x4567, va3x01234567, 0);
vacc3x89AB = vdotq_lane_s32(vacc3x89AB, vb0123x89AB, va3x01234567, 0);
vacc3xCDEF = vdotq_lane_s32(vacc3xCDEF, vb0123xCDEF, va3x01234567, 0);
vacc4x0123 = vdotq_lane_s32(vacc4x0123, vb0123x0123, va4x01234567, 0);
vacc4x4567 = vdotq_lane_s32(vacc4x4567, vb0123x4567, va4x01234567, 0);
vacc4x89AB = vdotq_lane_s32(vacc4x89AB, vb0123x89AB, va4x01234567, 0);
vacc4xCDEF = vdotq_lane_s32(vacc4xCDEF, vb0123xCDEF, va4x01234567, 0);
vacc5x0123 = vdotq_lane_s32(vacc5x0123, vb0123x0123, va5x01234567, 0);
vacc5x4567 = vdotq_lane_s32(vacc5x4567, vb0123x4567, va5x01234567, 0);
vacc5x89AB = vdotq_lane_s32(vacc5x89AB, vb0123x89AB, va5x01234567, 0);
vacc5xCDEF = vdotq_lane_s32(vacc5xCDEF, vb0123xCDEF, va5x01234567, 0);
vacc6x0123 = vdotq_lane_s32(vacc6x0123, vb0123x0123, va6x01234567, 0);
vacc6x4567 = vdotq_lane_s32(vacc6x4567, vb0123x4567, va6x01234567, 0);
vacc6x89AB = vdotq_lane_s32(vacc6x89AB, vb0123x89AB, va6x01234567, 0);
vacc6xCDEF = vdotq_lane_s32(vacc6xCDEF, vb0123xCDEF, va6x01234567, 0);
vacc7x0123 = vdotq_lane_s32(vacc7x0123, vb0123x0123, va7x01234567, 0);
vacc7x4567 = vdotq_lane_s32(vacc7x4567, vb0123x4567, va7x01234567, 0);
vacc7x89AB = vdotq_lane_s32(vacc7x89AB, vb0123x89AB, va7x01234567, 0);
vacc7xCDEF = vdotq_lane_s32(vacc7xCDEF, vb0123xCDEF, va7x01234567, 0);
}
const int32x4_t vright_pre_shift = vld1q_dup_s32(&params->rndnu_neon.right_pre_shift);
const int32x4_t vmultiplier = vld1q_dup_s32(&params->rndnu_neon.multiplier);
const int32x4_t vright_post_shift = vld1q_dup_s32(&params->rndnu_neon.right_post_shift);
vacc0x0123 = vqshlq_s32(vacc0x0123, vright_pre_shift);
vacc0x4567 = vqshlq_s32(vacc0x4567, vright_pre_shift);
vacc0x89AB = vqshlq_s32(vacc0x89AB, vright_pre_shift);
vacc0xCDEF = vqshlq_s32(vacc0xCDEF, vright_pre_shift);
vacc1x0123 = vqshlq_s32(vacc1x0123, vright_pre_shift);
vacc1x4567 = vqshlq_s32(vacc1x4567, vright_pre_shift);
vacc1x89AB = vqshlq_s32(vacc1x89AB, vright_pre_shift);
vacc1xCDEF = vqshlq_s32(vacc1xCDEF, vright_pre_shift);
vacc2x0123 = vqshlq_s32(vacc2x0123, vright_pre_shift);
vacc2x4567 = vqshlq_s32(vacc2x4567, vright_pre_shift);
vacc2x89AB = vqshlq_s32(vacc2x89AB, vright_pre_shift);
vacc2xCDEF = vqshlq_s32(vacc2xCDEF, vright_pre_shift);
vacc3x0123 = vqshlq_s32(vacc3x0123, vright_pre_shift);
vacc3x4567 = vqshlq_s32(vacc3x4567, vright_pre_shift);
vacc3x89AB = vqshlq_s32(vacc3x89AB, vright_pre_shift);
vacc3xCDEF = vqshlq_s32(vacc3xCDEF, vright_pre_shift);
vacc4x0123 = vqshlq_s32(vacc4x0123, vright_pre_shift);
vacc4x4567 = vqshlq_s32(vacc4x4567, vright_pre_shift);
vacc4x89AB = vqshlq_s32(vacc4x89AB, vright_pre_shift);
vacc4xCDEF = vqshlq_s32(vacc4xCDEF, vright_pre_shift);
vacc5x0123 = vqshlq_s32(vacc5x0123, vright_pre_shift);
vacc5x4567 = vqshlq_s32(vacc5x4567, vright_pre_shift);
vacc5x89AB = vqshlq_s32(vacc5x89AB, vright_pre_shift);
vacc5xCDEF = vqshlq_s32(vacc5xCDEF, vright_pre_shift);
vacc6x0123 = vqshlq_s32(vacc6x0123, vright_pre_shift);
vacc6x4567 = vqshlq_s32(vacc6x4567, vright_pre_shift);
vacc6x89AB = vqshlq_s32(vacc6x89AB, vright_pre_shift);
vacc6xCDEF = vqshlq_s32(vacc6xCDEF, vright_pre_shift);
vacc7x0123 = vqshlq_s32(vacc7x0123, vright_pre_shift);
vacc7x4567 = vqshlq_s32(vacc7x4567, vright_pre_shift);
vacc7x89AB = vqshlq_s32(vacc7x89AB, vright_pre_shift);
vacc7xCDEF = vqshlq_s32(vacc7xCDEF, vright_pre_shift);
vacc0x0123 = vqdmulhq_s32(vacc0x0123, vmultiplier);
vacc0x4567 = vqdmulhq_s32(vacc0x4567, vmultiplier);
vacc0x89AB = vqdmulhq_s32(vacc0x89AB, vmultiplier);
vacc0xCDEF = vqdmulhq_s32(vacc0xCDEF, vmultiplier);
vacc1x0123 = vqdmulhq_s32(vacc1x0123, vmultiplier);
vacc1x4567 = vqdmulhq_s32(vacc1x4567, vmultiplier);
vacc1x89AB = vqdmulhq_s32(vacc1x89AB, vmultiplier);
vacc1xCDEF = vqdmulhq_s32(vacc1xCDEF, vmultiplier);
vacc2x0123 = vqdmulhq_s32(vacc2x0123, vmultiplier);
vacc2x4567 = vqdmulhq_s32(vacc2x4567, vmultiplier);
vacc2x89AB = vqdmulhq_s32(vacc2x89AB, vmultiplier);
vacc2xCDEF = vqdmulhq_s32(vacc2xCDEF, vmultiplier);
vacc3x0123 = vqdmulhq_s32(vacc3x0123, vmultiplier);
vacc3x4567 = vqdmulhq_s32(vacc3x4567, vmultiplier);
vacc3x89AB = vqdmulhq_s32(vacc3x89AB, vmultiplier);
vacc3xCDEF = vqdmulhq_s32(vacc3xCDEF, vmultiplier);
vacc4x0123 = vqdmulhq_s32(vacc4x0123, vmultiplier);
vacc4x4567 = vqdmulhq_s32(vacc4x4567, vmultiplier);
vacc4x89AB = vqdmulhq_s32(vacc4x89AB, vmultiplier);
vacc4xCDEF = vqdmulhq_s32(vacc4xCDEF, vmultiplier);
vacc5x0123 = vqdmulhq_s32(vacc5x0123, vmultiplier);
vacc5x4567 = vqdmulhq_s32(vacc5x4567, vmultiplier);
vacc5x89AB = vqdmulhq_s32(vacc5x89AB, vmultiplier);
vacc5xCDEF = vqdmulhq_s32(vacc5xCDEF, vmultiplier);
vacc6x0123 = vqdmulhq_s32(vacc6x0123, vmultiplier);
vacc6x4567 = vqdmulhq_s32(vacc6x4567, vmultiplier);
vacc6x89AB = vqdmulhq_s32(vacc6x89AB, vmultiplier);
vacc6xCDEF = vqdmulhq_s32(vacc6xCDEF, vmultiplier);
vacc7x0123 = vqdmulhq_s32(vacc7x0123, vmultiplier);
vacc7x4567 = vqdmulhq_s32(vacc7x4567, vmultiplier);
vacc7x89AB = vqdmulhq_s32(vacc7x89AB, vmultiplier);
vacc7xCDEF = vqdmulhq_s32(vacc7xCDEF, vmultiplier);
vacc0x0123 = vrshlq_s32(vacc0x0123, vright_post_shift);
vacc0x4567 = vrshlq_s32(vacc0x4567, vright_post_shift);
vacc0x89AB = vrshlq_s32(vacc0x89AB, vright_post_shift);
vacc0xCDEF = vrshlq_s32(vacc0xCDEF, vright_post_shift);
vacc1x0123 = vrshlq_s32(vacc1x0123, vright_post_shift);
vacc1x4567 = vrshlq_s32(vacc1x4567, vright_post_shift);
vacc1x89AB = vrshlq_s32(vacc1x89AB, vright_post_shift);
vacc1xCDEF = vrshlq_s32(vacc1xCDEF, vright_post_shift);
vacc2x0123 = vrshlq_s32(vacc2x0123, vright_post_shift);
vacc2x4567 = vrshlq_s32(vacc2x4567, vright_post_shift);
vacc2x89AB = vrshlq_s32(vacc2x89AB, vright_post_shift);
vacc2xCDEF = vrshlq_s32(vacc2xCDEF, vright_post_shift);
vacc3x0123 = vrshlq_s32(vacc3x0123, vright_post_shift);
vacc3x4567 = vrshlq_s32(vacc3x4567, vright_post_shift);
vacc3x89AB = vrshlq_s32(vacc3x89AB, vright_post_shift);
vacc3xCDEF = vrshlq_s32(vacc3xCDEF, vright_post_shift);
vacc4x0123 = vrshlq_s32(vacc4x0123, vright_post_shift);
vacc4x4567 = vrshlq_s32(vacc4x4567, vright_post_shift);
vacc4x89AB = vrshlq_s32(vacc4x89AB, vright_post_shift);
vacc4xCDEF = vrshlq_s32(vacc4xCDEF, vright_post_shift);
vacc5x0123 = vrshlq_s32(vacc5x0123, vright_post_shift);
vacc5x4567 = vrshlq_s32(vacc5x4567, vright_post_shift);
vacc5x89AB = vrshlq_s32(vacc5x89AB, vright_post_shift);
vacc5xCDEF = vrshlq_s32(vacc5xCDEF, vright_post_shift);
vacc6x0123 = vrshlq_s32(vacc6x0123, vright_post_shift);
vacc6x4567 = vrshlq_s32(vacc6x4567, vright_post_shift);
vacc6x89AB = vrshlq_s32(vacc6x89AB, vright_post_shift);
vacc6xCDEF = vrshlq_s32(vacc6xCDEF, vright_post_shift);
vacc7x0123 = vrshlq_s32(vacc7x0123, vright_post_shift);
vacc7x4567 = vrshlq_s32(vacc7x4567, vright_post_shift);
vacc7x89AB = vrshlq_s32(vacc7x89AB, vright_post_shift);
vacc7xCDEF = vrshlq_s32(vacc7xCDEF, vright_post_shift);
const int16x8_t voutput_zero_point = vld1q_dup_s16(&params->rndnu_neon.output_zero_point);
#if XNN_ARCH_ARM64
const int16x8_t vacc0x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0x0123), vacc0x4567), voutput_zero_point);
const int16x8_t vacc0x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0x89AB), vacc0xCDEF), voutput_zero_point);
const int16x8_t vacc1x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc1x0123), vacc1x4567), voutput_zero_point);
const int16x8_t vacc1x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc1x89AB), vacc1xCDEF), voutput_zero_point);
const int16x8_t vacc2x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc2x0123), vacc2x4567), voutput_zero_point);
const int16x8_t vacc2x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc2x89AB), vacc2xCDEF), voutput_zero_point);
const int16x8_t vacc3x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc3x0123), vacc3x4567), voutput_zero_point);
const int16x8_t vacc3x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc3x89AB), vacc3xCDEF), voutput_zero_point);
const int16x8_t vacc4x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc4x0123), vacc4x4567), voutput_zero_point);
const int16x8_t vacc4x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc4x89AB), vacc4xCDEF), voutput_zero_point);
const int16x8_t vacc5x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc5x0123), vacc5x4567), voutput_zero_point);
const int16x8_t vacc5x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc5x89AB), vacc5xCDEF), voutput_zero_point);
const int16x8_t vacc6x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc6x0123), vacc6x4567), voutput_zero_point);
const int16x8_t vacc6x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc6x89AB), vacc6xCDEF), voutput_zero_point);
const int16x8_t vacc7x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc7x0123), vacc7x4567), voutput_zero_point);
const int16x8_t vacc7x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc7x89AB), vacc7xCDEF), voutput_zero_point);
int8x16_t vout0x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc0x01234567), vacc0x89ABCDEF);
int8x16_t vout1x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc1x01234567), vacc1x89ABCDEF);
int8x16_t vout2x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc2x01234567), vacc2x89ABCDEF);
int8x16_t vout3x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc3x01234567), vacc3x89ABCDEF);
int8x16_t vout4x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc4x01234567), vacc4x89ABCDEF);
int8x16_t vout5x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc5x01234567), vacc5x89ABCDEF);
int8x16_t vout6x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc6x01234567), vacc6x89ABCDEF);
int8x16_t vout7x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc7x01234567), vacc7x89ABCDEF);
#else
const int16x8_t vacc0x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0x0123), vqmovn_s32(vacc0x4567)), voutput_zero_point);
const int16x8_t vacc0x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0x89AB), vqmovn_s32(vacc0xCDEF)), voutput_zero_point);
const int16x8_t vacc1x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc1x0123), vqmovn_s32(vacc1x4567)), voutput_zero_point);
const int16x8_t vacc1x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc1x89AB), vqmovn_s32(vacc1xCDEF)), voutput_zero_point);
const int16x8_t vacc2x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc2x0123), vqmovn_s32(vacc2x4567)), voutput_zero_point);
const int16x8_t vacc2x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc2x89AB), vqmovn_s32(vacc2xCDEF)), voutput_zero_point);
const int16x8_t vacc3x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc3x0123), vqmovn_s32(vacc3x4567)), voutput_zero_point);
const int16x8_t vacc3x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc3x89AB), vqmovn_s32(vacc3xCDEF)), voutput_zero_point);
const int16x8_t vacc4x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc4x0123), vqmovn_s32(vacc4x4567)), voutput_zero_point);
const int16x8_t vacc4x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc4x89AB), vqmovn_s32(vacc4xCDEF)), voutput_zero_point);
const int16x8_t vacc5x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc5x0123), vqmovn_s32(vacc5x4567)), voutput_zero_point);
const int16x8_t vacc5x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc5x89AB), vqmovn_s32(vacc5xCDEF)), voutput_zero_point);
const int16x8_t vacc6x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc6x0123), vqmovn_s32(vacc6x4567)), voutput_zero_point);
const int16x8_t vacc6x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc6x89AB), vqmovn_s32(vacc6xCDEF)), voutput_zero_point);
const int16x8_t vacc7x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc7x0123), vqmovn_s32(vacc7x4567)), voutput_zero_point);
const int16x8_t vacc7x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc7x89AB), vqmovn_s32(vacc7xCDEF)), voutput_zero_point);
int8x16_t vout0x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc0x01234567), vqmovn_s16(vacc0x89ABCDEF));
int8x16_t vout1x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc1x01234567), vqmovn_s16(vacc1x89ABCDEF));
int8x16_t vout2x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc2x01234567), vqmovn_s16(vacc2x89ABCDEF));
int8x16_t vout3x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc3x01234567), vqmovn_s16(vacc3x89ABCDEF));
int8x16_t vout4x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc4x01234567), vqmovn_s16(vacc4x89ABCDEF));
int8x16_t vout5x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc5x01234567), vqmovn_s16(vacc5x89ABCDEF));
int8x16_t vout6x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc6x01234567), vqmovn_s16(vacc6x89ABCDEF));
int8x16_t vout7x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc7x01234567), vqmovn_s16(vacc7x89ABCDEF));
#endif
const int8x16_t voutput_min = vld1q_dup_s8(&params->rndnu_neon.output_min);
const int8x16_t voutput_max = vld1q_dup_s8(&params->rndnu_neon.output_max);
vout0x0123456789ABCDEF = vmaxq_s8(vout0x0123456789ABCDEF, voutput_min);
vout1x0123456789ABCDEF = vmaxq_s8(vout1x0123456789ABCDEF, voutput_min);
vout2x0123456789ABCDEF = vmaxq_s8(vout2x0123456789ABCDEF, voutput_min);
vout3x0123456789ABCDEF = vmaxq_s8(vout3x0123456789ABCDEF, voutput_min);
vout4x0123456789ABCDEF = vmaxq_s8(vout4x0123456789ABCDEF, voutput_min);
vout5x0123456789ABCDEF = vmaxq_s8(vout5x0123456789ABCDEF, voutput_min);
vout6x0123456789ABCDEF = vmaxq_s8(vout6x0123456789ABCDEF, voutput_min);
vout7x0123456789ABCDEF = vmaxq_s8(vout7x0123456789ABCDEF, voutput_min);
vout0x0123456789ABCDEF = vminq_s8(vout0x0123456789ABCDEF, voutput_max);
vout1x0123456789ABCDEF = vminq_s8(vout1x0123456789ABCDEF, voutput_max);
vout2x0123456789ABCDEF = vminq_s8(vout2x0123456789ABCDEF, voutput_max);
vout3x0123456789ABCDEF = vminq_s8(vout3x0123456789ABCDEF, voutput_max);
vout4x0123456789ABCDEF = vminq_s8(vout4x0123456789ABCDEF, voutput_max);
vout5x0123456789ABCDEF = vminq_s8(vout5x0123456789ABCDEF, voutput_max);
vout6x0123456789ABCDEF = vminq_s8(vout6x0123456789ABCDEF, voutput_max);
vout7x0123456789ABCDEF = vminq_s8(vout7x0123456789ABCDEF, voutput_max);
if (nc >= 16) {
// Main case where there the 16 columns fit in the destination.
vst1q_s8(c0 + 0, vout0x0123456789ABCDEF);
vst1q_s8(c1 + 0, vout1x0123456789ABCDEF);
vst1q_s8(c2 + 0, vout2x0123456789ABCDEF);
vst1q_s8(c3 + 0, vout3x0123456789ABCDEF);
vst1q_s8(c4 + 0, vout4x0123456789ABCDEF);
vst1q_s8(c5 + 0, vout5x0123456789ABCDEF);
vst1q_s8(c6 + 0, vout6x0123456789ABCDEF);
vst1q_s8(c7 + 0, vout7x0123456789ABCDEF);
// Advance to the next 16 columns.
c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
c2 = (int8_t*) ((uintptr_t) c2 + cn_stride);
c3 = (int8_t*) ((uintptr_t) c3 + cn_stride);
c4 = (int8_t*) ((uintptr_t) c4 + cn_stride);
c5 = (int8_t*) ((uintptr_t) c5 + cn_stride);
c6 = (int8_t*) ((uintptr_t) c6 + cn_stride);
c7 = (int8_t*) ((uintptr_t) c7 + 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);
a3 = (const int8_t*) ((uintptr_t) a3 - kc);
a4 = (const int8_t*) ((uintptr_t) a4 - kc);
a5 = (const int8_t*) ((uintptr_t) a5 - kc);
a6 = (const int8_t*) ((uintptr_t) a6 - kc);
a7 = (const int8_t*) ((uintptr_t) a7 - kc);
nc -= 16;
} else {
// Final case where not all of the 16 columns fit in the destination.
int8x16_t vout0x01234567_1x01234567 = vcombine_s8(vget_low_s8(vout0x0123456789ABCDEF), vget_low_s8(vout1x0123456789ABCDEF));
int8x16_t vout2x01234567_3x01234567 = vcombine_s8(vget_low_s8(vout2x0123456789ABCDEF), vget_low_s8(vout3x0123456789ABCDEF));
int8x16_t vout4x01234567_5x01234567 = vcombine_s8(vget_low_s8(vout4x0123456789ABCDEF), vget_low_s8(vout5x0123456789ABCDEF));
int8x16_t vout6x01234567_7x01234567 = vcombine_s8(vget_low_s8(vout6x0123456789ABCDEF), vget_low_s8(vout7x0123456789ABCDEF));
if (nc & 8) {
vst1_s8(c0, vget_low_s8(vout0x01234567_1x01234567)); c0 += 8;
vst1_s8(c1, vget_high_s8(vout0x01234567_1x01234567)); c1 += 8;
vst1_s8(c2, vget_low_s8(vout2x01234567_3x01234567)); c2 += 8;
vst1_s8(c3, vget_high_s8(vout2x01234567_3x01234567)); c3 += 8;
vst1_s8(c4, vget_low_s8(vout4x01234567_5x01234567)); c4 += 8;
vst1_s8(c5, vget_high_s8(vout4x01234567_5x01234567)); c5 += 8;
vst1_s8(c6, vget_low_s8(vout6x01234567_7x01234567)); c6 += 8;
vst1_s8(c7, vget_high_s8(vout6x01234567_7x01234567)); c7 += 8;
vout0x01234567_1x01234567 = vcombine_s8(vget_high_s8(vout0x0123456789ABCDEF), vget_high_s8(vout1x0123456789ABCDEF));
vout2x01234567_3x01234567 = vcombine_s8(vget_high_s8(vout2x0123456789ABCDEF), vget_high_s8(vout3x0123456789ABCDEF));
vout4x01234567_5x01234567 = vcombine_s8(vget_high_s8(vout4x0123456789ABCDEF), vget_high_s8(vout5x0123456789ABCDEF));
vout6x01234567_7x01234567 = vcombine_s8(vget_high_s8(vout6x0123456789ABCDEF), vget_high_s8(vout7x0123456789ABCDEF));
}
if (nc & 4) {
vst1q_lane_u32((void*) c0, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 0); c0 += 4;
vst1q_lane_u32((void*) c1, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 2); c1 += 4;
vst1q_lane_u32((void*) c2, vreinterpretq_u32_s8(vout2x01234567_3x01234567), 0); c2 += 4;
vst1q_lane_u32((void*) c3, vreinterpretq_u32_s8(vout2x01234567_3x01234567), 2); c3 += 4;
vst1q_lane_u32((void*) c4, vreinterpretq_u32_s8(vout4x01234567_5x01234567), 0); c4 += 4;
vst1q_lane_u32((void*) c5, vreinterpretq_u32_s8(vout4x01234567_5x01234567), 2); c5 += 4;
vst1q_lane_u32((void*) c6, vreinterpretq_u32_s8(vout6x01234567_7x01234567), 0); c6 += 4;
vst1q_lane_u32((void*) c7, vreinterpretq_u32_s8(vout6x01234567_7x01234567), 2); c7 += 4;
vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 4);
vout2x01234567_3x01234567 = vextq_s8(vout2x01234567_3x01234567, vout2x01234567_3x01234567, 4);
vout4x01234567_5x01234567 = vextq_s8(vout4x01234567_5x01234567, vout4x01234567_5x01234567, 4);
vout6x01234567_7x01234567 = vextq_s8(vout6x01234567_7x01234567, vout6x01234567_7x01234567, 4);
}
if (nc & 2) {
vst1q_lane_u16((void*) c0, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 0); c0 += 2;
vst1q_lane_u16((void*) c1, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 4); c1 += 2;
vst1q_lane_u16((void*) c2, vreinterpretq_u16_s8(vout2x01234567_3x01234567), 0); c2 += 2;
vst1q_lane_u16((void*) c3, vreinterpretq_u16_s8(vout2x01234567_3x01234567), 4); c3 += 2;
vst1q_lane_u16((void*) c4, vreinterpretq_u16_s8(vout4x01234567_5x01234567), 0); c4 += 2;
vst1q_lane_u16((void*) c5, vreinterpretq_u16_s8(vout4x01234567_5x01234567), 4); c5 += 2;
vst1q_lane_u16((void*) c6, vreinterpretq_u16_s8(vout6x01234567_7x01234567), 0); c6 += 2;
vst1q_lane_u16((void*) c7, vreinterpretq_u16_s8(vout6x01234567_7x01234567), 4); c7 += 2;
vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 2);
vout2x01234567_3x01234567 = vextq_s8(vout2x01234567_3x01234567, vout2x01234567_3x01234567, 2);
vout4x01234567_5x01234567 = vextq_s8(vout4x01234567_5x01234567, vout4x01234567_5x01234567, 2);
vout6x01234567_7x01234567 = vextq_s8(vout6x01234567_7x01234567, vout6x01234567_7x01234567, 2);
}
if (nc & 1) {
vst1q_lane_s8(c0, vout0x01234567_1x01234567, 0);
vst1q_lane_s8(c1, vout0x01234567_1x01234567, 8);
vst1q_lane_s8(c2, vout2x01234567_3x01234567, 0);
vst1q_lane_s8(c3, vout2x01234567_3x01234567, 8);
vst1q_lane_s8(c4, vout4x01234567_5x01234567, 0);
vst1q_lane_s8(c5, vout4x01234567_5x01234567, 8);
vst1q_lane_s8(c6, vout6x01234567_7x01234567, 0);
vst1q_lane_s8(c7, vout6x01234567_7x01234567, 8);
}
nc = 0;
}
} while (nc != 0);
}