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// Auto-generated file. Do not edit!
// Template: src/qu8-igemm/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/igemm.h>
#include <xnnpack/math.h>
void xnn_qu8_igemm_minmax_rndnu_ukernel_1x16c4__neondot(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const uint8_t** restrict a,
const void* restrict w,
uint8_t* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const uint8_t* zero,
const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN XNN_DISABLE_MSAN
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(uint8_t) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
kc = round_up_po2(kc, 4 * sizeof(uint8_t));
uint8_t* c0 = c;
const uint8x16_t vb_zero_point = vld1q_dup_u8(&params->rndnu_neon.kernel_zero_point[0]);
do {
// Initialize accumulators with bias. 16 bias values are loaded from the
// weight matrix, at the start of the group of 16 columns.
uint32x4_t vpacc0x0123 = vld1q_u32(w); w = (const void*) ((const uint32_t*) w + 4);
uint32x4_t vpacc0x4567 = vld1q_u32(w); w = (const void*) ((const uint32_t*) w + 4);
uint32x4_t vpacc0x89AB = vld1q_u32(w); w = (const void*) ((const uint32_t*) w + 4);
uint32x4_t vpacc0xCDEF = vld1q_u32(w); w = (const void*) ((const uint32_t*) w + 4);
uint32x4_t vnacc0x0123 = vmovq_n_u32(0);
uint32x4_t vnacc0x4567 = vmovq_n_u32(0);
uint32x4_t vnacc0x89AB = vmovq_n_u32(0);
uint32x4_t vnacc0xCDEF = vmovq_n_u32(0);
size_t p = ks;
do {
const uint8_t* restrict a0 = a[0];
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const uint8_t*) ((uintptr_t) a0 + a_offset);
}
a += 1;
// 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(uint8_t)) {
// Load a 1x8 block of activations.
const uint8x8_t va0x01234567 = vld1_u8(a0); a0 += 8;
// Load a 8x16 block of weights.
const uint8x16_t vb0123x0123 = vld1q_u8(w); w = (const void*) ((const uint8_t*) w + 16);
const uint8x16_t vb0123x4567 = vld1q_u8(w); w = (const void*) ((const uint8_t*) w + 16);
const uint8x16_t vb0123x89AB = vld1q_u8(w); w = (const void*) ((const uint8_t*) w + 16);
const uint8x16_t vb0123xCDEF = vld1q_u8(w); w = (const void*) ((const uint8_t*) w + 16);
const uint8x16_t vb4567x0123 = vld1q_u8(w); w = (const void*) ((const uint8_t*) w + 16);
const uint8x16_t vb4567x4567 = vld1q_u8(w); w = (const void*) ((const uint8_t*) w + 16);
const uint8x16_t vb4567x89AB = vld1q_u8(w); w = (const void*) ((const uint8_t*) w + 16);
const uint8x16_t vb4567xCDEF = vld1q_u8(w); w = (const void*) ((const uint8_t*) w + 16);
// Multiply-accumulate: 1x8 * 8x16 --> 1x16.
vpacc0x0123 = vdotq_lane_u32(vpacc0x0123, vb0123x0123, va0x01234567, 0);
vnacc0x0123 = vdotq_lane_u32(vnacc0x0123, vb_zero_point, va0x01234567, 0);
vpacc0x4567 = vdotq_lane_u32(vpacc0x4567, vb0123x4567, va0x01234567, 0);
vnacc0x4567 = vdotq_lane_u32(vnacc0x4567, vb_zero_point, va0x01234567, 0);
vpacc0x89AB = vdotq_lane_u32(vpacc0x89AB, vb0123x89AB, va0x01234567, 0);
vnacc0x89AB = vdotq_lane_u32(vnacc0x89AB, vb_zero_point, va0x01234567, 0);
vpacc0xCDEF = vdotq_lane_u32(vpacc0xCDEF, vb0123xCDEF, va0x01234567, 0);
vnacc0xCDEF = vdotq_lane_u32(vnacc0xCDEF, vb_zero_point, va0x01234567, 0);
vpacc0x0123 = vdotq_lane_u32(vpacc0x0123, vb4567x0123, va0x01234567, 1);
vnacc0x0123 = vdotq_lane_u32(vnacc0x0123, vb_zero_point, va0x01234567, 1);
vpacc0x4567 = vdotq_lane_u32(vpacc0x4567, vb4567x4567, va0x01234567, 1);
vnacc0x4567 = vdotq_lane_u32(vnacc0x4567, vb_zero_point, va0x01234567, 1);
vpacc0x89AB = vdotq_lane_u32(vpacc0x89AB, vb4567x89AB, va0x01234567, 1);
vnacc0x89AB = vdotq_lane_u32(vnacc0x89AB, vb_zero_point, va0x01234567, 1);
vpacc0xCDEF = vdotq_lane_u32(vpacc0xCDEF, vb4567xCDEF, va0x01234567, 1);
vnacc0xCDEF = vdotq_lane_u32(vnacc0xCDEF, vb_zero_point, va0x01234567, 1);
k -= 8 * sizeof(uint8_t);
}
// Handle up to 4 final positions of `k`
if XNN_UNLIKELY(k != 0) {
// Load a 1x4 block of activations.
const uint8x8_t va0x01234567 = vld1_u8(a0);
// Load a 4x16 block of weights.
const uint8x16_t vb0123x0123 = vld1q_u8(w); w = (const void*) ((const uint8_t*) w + 16);
const uint8x16_t vb0123x4567 = vld1q_u8(w); w = (const void*) ((const uint8_t*) w + 16);
const uint8x16_t vb0123x89AB = vld1q_u8(w); w = (const void*) ((const uint8_t*) w + 16);
const uint8x16_t vb0123xCDEF = vld1q_u8(w); w = (const void*) ((const uint8_t*) w + 16);
// Multiply-accumulate: 1x4 * 4x16 --> 1x16.
vpacc0x0123 = vdotq_lane_u32(vpacc0x0123, vb0123x0123, va0x01234567, 0);
vnacc0x0123 = vdotq_lane_u32(vnacc0x0123, vb_zero_point, va0x01234567, 0);
vpacc0x4567 = vdotq_lane_u32(vpacc0x4567, vb0123x4567, va0x01234567, 0);
vnacc0x4567 = vdotq_lane_u32(vnacc0x4567, vb_zero_point, va0x01234567, 0);
vpacc0x89AB = vdotq_lane_u32(vpacc0x89AB, vb0123x89AB, va0x01234567, 0);
vnacc0x89AB = vdotq_lane_u32(vnacc0x89AB, vb_zero_point, va0x01234567, 0);
vpacc0xCDEF = vdotq_lane_u32(vpacc0xCDEF, vb0123xCDEF, va0x01234567, 0);
vnacc0xCDEF = vdotq_lane_u32(vnacc0xCDEF, vb_zero_point, va0x01234567, 0);
}
p -= 1 * sizeof(void*);
} while (p != 0);
// Subtract zero point accumulators with accumulators.
int32x4_t vacc0x0123 = vreinterpretq_s32_u32(vsubq_u32(vpacc0x0123, vnacc0x0123));
int32x4_t vacc0x4567 = vreinterpretq_s32_u32(vsubq_u32(vpacc0x4567, vnacc0x4567));
int32x4_t vacc0x89AB = vreinterpretq_s32_u32(vsubq_u32(vpacc0x89AB, vnacc0x89AB));
int32x4_t vacc0xCDEF = vreinterpretq_s32_u32(vsubq_u32(vpacc0xCDEF, vnacc0xCDEF));
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 = vshlq_s32(vacc0x0123, vright_pre_shift);
vacc0x4567 = vshlq_s32(vacc0x4567, vright_pre_shift);
vacc0x89AB = vshlq_s32(vacc0x89AB, vright_pre_shift);
vacc0xCDEF = vshlq_s32(vacc0xCDEF, vright_pre_shift);
vacc0x0123 = vqdmulhq_s32(vacc0x0123, vmultiplier);
vacc0x4567 = vqdmulhq_s32(vacc0x4567, vmultiplier);
vacc0x89AB = vqdmulhq_s32(vacc0x89AB, vmultiplier);
vacc0xCDEF = vqdmulhq_s32(vacc0xCDEF, 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);
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);
uint8x16_t vout0x0123456789ABCDEF = vqmovun_high_s16(vqmovun_s16(vacc0x01234567), vacc0x89ABCDEF);
#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);
uint8x16_t vout0x0123456789ABCDEF = vcombine_u8(vqmovun_s16(vacc0x01234567), vqmovun_s16(vacc0x89ABCDEF));
#endif
const uint8x16_t voutput_min = vld1q_dup_u8(&params->rndnu_neon.output_min);
const uint8x16_t voutput_max = vld1q_dup_u8(&params->rndnu_neon.output_max);
vout0x0123456789ABCDEF = vmaxq_u8(vout0x0123456789ABCDEF, voutput_min);
vout0x0123456789ABCDEF = vminq_u8(vout0x0123456789ABCDEF, voutput_max);
if (nc >= 16) {
vst1q_u8(c0 + 0, vout0x0123456789ABCDEF);
c0 = (uint8_t*) ((uintptr_t) c0 + cn_stride);
a = (const uint8_t**restrict) ((uintptr_t) a - ks);
nc -= 16;
} else {
uint8x8_t vout0x01234567 = vget_low_u8(vout0x0123456789ABCDEF);
if (nc & 8) {
vst1_u8(c0, vout0x01234567); c0 += 8;
vout0x01234567 = vget_high_u8(vout0x0123456789ABCDEF);
}
if (nc & 4) {
vst1_lane_u32(__builtin_assume_aligned(c0, 1), vreinterpret_u32_u8(vout0x01234567), 0); c0 += 4;
vout0x01234567 = vext_u8(vout0x01234567, vout0x01234567, 4);
}
if (nc & 2) {
vst1_lane_u16(__builtin_assume_aligned(c0, 1), vreinterpret_u16_u8(vout0x01234567), 0); c0 += 2;
vout0x01234567 = vext_u8(vout0x01234567, vout0x01234567, 2);
}
if (nc & 1) {
vst1_lane_u8(c0, vout0x01234567, 0);
}
nc = 0;
}
} while (nc != 0);
}