src/qs8-vaddc/neon.c.in

// 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.

$assert DATATYPE in ["QS8", "QU8"]
$assert BATCH_TILE % (16 if LD128 else 8) == 0
$assert BATCH_TILE >= 8
$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ"
#include <assert.h>

#include <arm_neon.h>

#include <xnnpack/vadd.h>


$XINT8_T = {"QS8": "int8_t", "QU8": "uint8_t"}[DATATYPE]
$XINT8X8_T = {"QS8": "int8x8_t", "QU8": "uint8x8_t"}[DATATYPE]
$XINT8X16_T = {"QS8": "int8x16_t", "QU8": "uint8x16_t"}[DATATYPE]
$VLD1_X8 = {"QS8": "vld1_s8", "QU8": "vld1_u8"}[DATATYPE]
$VLD1Q_X8 = {"QS8": "vld1q_s8", "QU8": "vld1q_u8"}[DATATYPE]
$VLD1_DUP_X8 = {"QS8": "vld1_dup_s8", "QU8": "vld1_dup_u8"}[DATATYPE]
$VLD1Q_DUP_X8 = {"QS8": "vld1q_dup_s8", "QU8": "vld1q_dup_u8"}[DATATYPE]
$VST1_LANE_X8 = {"QS8": "vst1_lane_s8", "QU8": "vst1_lane_u8"}[DATATYPE]
$VST1_X8 = {"QS8": "vst1_s8", "QU8": "vst1_u8"}[DATATYPE]
$VST1Q_X8 = {"QS8": "vst1q_s8", "QU8": "vst1q_u8"}[DATATYPE]
$VMIN_X8 = {"QS8": "vmin_s8", "QU8": "vmin_u8"}[DATATYPE]
$VMAX_X8 = {"QS8": "vmax_s8", "QU8": "vmax_u8"}[DATATYPE]
$VMINQ_X8 = {"QS8": "vminq_s8", "QU8": "vminq_u8"}[DATATYPE]
$VMAXQ_X8 = {"QS8": "vmaxq_s8", "QU8": "vmaxq_u8"}[DATATYPE]
$VQMOVXN_S16 = {"QS8": "vqmovn_s16", "QU8": "vqmovun_s16"}[DATATYPE]
$VEXT_X8 = {"QS8": "vext_s8", "QU8": "vext_u8"}[DATATYPE]
$VGET_LOW_X8 = {"QS8": "vget_low_s8", "QU8": "vget_low_u8"}[DATATYPE]
$VCOMBINE_X8 = {"QS8": "vcombine_s8", "QU8": "vcombine_u8"}[DATATYPE]
$VREINTERPRET_U32_X8 = {"QS8": "vreinterpret_u32_s8", "QU8": "vreinterpret_u32_u8"}[DATATYPE]
$VREINTERPRET_U16_X8 = {"QS8": "vreinterpret_u16_s8", "QU8": "vreinterpret_u16_u8"}[DATATYPE]
void xnn_${DATATYPE.lower()}_vaddc_minmax_ukernel__neon_${"ld128" if LD128 else "ld64"}_x${BATCH_TILE}(
    size_t n,
    const ${XINT8_T}* input_a,
    const ${XINT8_T}* input_b,
    ${XINT8_T}* output,
    const union xnn_${DATATYPE.lower()}_add_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
  $if LD128:
    #if XNN_ARCH_ARM64
      const ${XINT8X16_T} va_zero_point = ${VLD1Q_DUP_X8}(&params->neon.a_zero_point);
    #else
      const ${XINT8X8_T} va_zero_point = ${VLD1_DUP_X8}(&params->neon.a_zero_point);
    #endif
  $else:
    const ${XINT8X8_T} va_zero_point = ${VLD1_DUP_X8}(&params->neon.a_zero_point);
  const int32x4_t va_multiplier = vld1q_dup_s32(&params->neon.a_multiplier);
  const int32x4_t vright_shift = vld1q_dup_s32(&params->neon.right_shift);
  const int16x8_t voutput_zero_point = vld1q_dup_s16(&params->neon.output_zero_point);
  $if BATCH_TILE >= 16:
    const ${XINT8X16_T} voutput_min = ${VLD1Q_DUP_X8}(&params->neon.output_min);
    const ${XINT8X16_T} voutput_max = ${VLD1Q_DUP_X8}(&params->neon.output_max);
  $else:
    const ${XINT8X8_T} voutput_min = ${VLD1_DUP_X8}(&params->neon.output_min);
    const ${XINT8X8_T} voutput_max = ${VLD1_DUP_X8}(&params->neon.output_max);

  const int32_t vxb = (int32_t) *input_b - (int32_t) params->neon.b_zero_point;
  const int32_t vb = params->neon.b_multiplier;
  const int32x4_t vbias = vdupq_n_s32(vxb * vb);

  for (; n >= ${BATCH_TILE} * sizeof(${XINT8_T}); n -= ${BATCH_TILE} * sizeof(${XINT8_T})) {
    $if LD128:
      $for N in range(0, BATCH_TILE, 16):
        const ${XINT8X16_T} va${ABC[N:N+16]} = ${VLD1Q_X8}(input_a); input_a += 16;

      #if XNN_ARCH_ARM64
        $for N in range(0, BATCH_TILE, 16):
          $if DATATYPE == "QU8":
            const int16x8_t vxa${ABC[N:N+8]} = vreinterpretq_s16_u16(vsubl_u8(vget_low_u8(va${ABC[N:N+16]}), vget_low_u8(va_zero_point)));
            const int16x8_t vxa${ABC[N+8:N+16]} = vreinterpretq_s16_u16(vsubl_high_u8(va${ABC[N:N+16]}, va_zero_point));
          $else:
            const int16x8_t vxa${ABC[N:N+8]} = vsubl_s8(vget_low_s8(va${ABC[N:N+16]}), vget_low_s8(va_zero_point));
            const int16x8_t vxa${ABC[N+8:N+16]} = vsubl_high_s8(va${ABC[N:N+16]}, va_zero_point);
      #else  // !XNN_ARCH_ARM64
        $for N in range(0, BATCH_TILE, 16):
          $if DATATYPE == "QU8":
            const int16x8_t vxa${ABC[N:N+8]} = vreinterpretq_s16_u16(vsubl_u8(vget_low_u8(va${ABC[N:N+16]}), va_zero_point));
            const int16x8_t vxa${ABC[N+8:N+16]} = vreinterpretq_s16_u16(vsubl_u8(vget_high_u8(va${ABC[N:N+16]}), va_zero_point));
          $else:
            const int16x8_t vxa${ABC[N:N+8]} = vsubl_s8(vget_low_s8(va${ABC[N:N+16]}), va_zero_point);
            const int16x8_t vxa${ABC[N+8:N+16]} = vsubl_s8(vget_high_s8(va${ABC[N:N+16]}), va_zero_point);
      #endif  // XNN_ARCH_ARM64
    $else:
      $for N in range(0, BATCH_TILE, 8):
        const ${XINT8X8_T} va${ABC[N:N+8]} = ${VLD1_X8}(input_a); input_a += 8;

      $for N in range(0, BATCH_TILE, 8):
        $if DATATYPE == "QU8":
          const int16x8_t vxa${ABC[N:N+8]} = vreinterpretq_s16_u16(vsubl_u8(va${ABC[N:N+8]}, va_zero_point));
        $else:
          const int16x8_t vxa${ABC[N:N+8]} = vsubl_s8(va${ABC[N:N+8]}, va_zero_point);

    $for N in range(0, BATCH_TILE, 8):
      int32x4_t vacc${ABC[N:N+4]} = vmlaq_s32(vbias, vmovl_s16(vget_low_s16(vxa${ABC[N:N+8]})), va_multiplier);
      int32x4_t vacc${ABC[N+4:N+8]} = vmlaq_s32(vbias, vmovl_s16(vget_high_s16(vxa${ABC[N:N+8]})), va_multiplier);

    $for N in range(0, BATCH_TILE, 4):
      vacc${ABC[N:N+4]} = vrshlq_s32(vacc${ABC[N:N+4]}, vright_shift);

    $for N in range(0, BATCH_TILE, 8):
      const int16x8_t vacc${ABC[N:N+8]} = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc${ABC[N:N+4]}), vqmovn_s32(vacc${ABC[N+4:N+8]})), voutput_zero_point);

    $for N in range(0, BATCH_TILE, 16):
      $if N + 8 < BATCH_TILE:
        ${XINT8X16_T} vout${ABC[N:N+16]} = ${VCOMBINE_X8}(${VQMOVXN_S16}(vacc${ABC[N:N+8]}), ${VQMOVXN_S16}(vacc${ABC[N+8:N+16]}));
      $else:
        ${XINT8X8_T} vout${ABC[N:N+8]} = ${VQMOVXN_S16}(vacc${ABC[N:N+8]});

    $for N in range(0, BATCH_TILE, 16):
      $if N + 8 < BATCH_TILE:
        vout${ABC[N:N+16]} = ${VMAXQ_X8}(vout${ABC[N:N+16]}, voutput_min);
      $elif BATCH_TILE >= 16:
        vout${ABC[N:N+8]} = ${VMAX_X8}(vout${ABC[N:N+8]}, ${VGET_LOW_X8}(voutput_min));
      $else:
        vout${ABC[N:N+8]} = ${VMAX_X8}(vout${ABC[N:N+8]}, voutput_min);

    $for N in range(0, BATCH_TILE, 16):
      $if N + 8 < BATCH_TILE:
        vout${ABC[N:N+16]} = ${VMINQ_X8}(vout${ABC[N:N+16]}, voutput_max);
      $elif BATCH_TILE >= 16:
        vout${ABC[N:N+8]} = ${VMIN_X8}(vout${ABC[N:N+8]}, ${VGET_LOW_X8}(voutput_max));
      $else:
        vout${ABC[N:N+8]} = ${VMIN_X8}(vout${ABC[N:N+8]}, voutput_max);

    $for N in range(0, BATCH_TILE, 16):
      $if N + 8 < BATCH_TILE:
        ${VST1Q_X8}(output, vout${ABC[N:N+16]}); output += 16;
      $else:
        ${VST1_X8}(output, vout${ABC[N:N+8]}); output += 8;
  }
  if XNN_UNLIKELY(n != 0) {
    ${"do " if BATCH_TILE > 8 else ""}{
      $if BATCH_TILE > 8:
        const ${XINT8X8_T} va${ABC[0:8]} = ${VLD1_X8}(input_a); input_a += 8;
      $else:
        const ${XINT8X8_T} va${ABC[0:8]} = ${VLD1_X8}(input_a);

      $if LD128:
        $if DATATYPE == "QU8":
          #if XNN_ARCH_ARM64
            const int16x8_t vxa${ABC[0:8]} = vreinterpretq_s16_u16(vsubl_u8(va${ABC[0:8]}, vget_low_u8(va_zero_point)));
          #else  // !XNN_ARCH_ARM64
            const int16x8_t vxa${ABC[0:8]} = vreinterpretq_s16_u16(vsubl_u8(va${ABC[0:8]}, va_zero_point));
          #endif
        $else:
          #if XNN_ARCH_ARM64
            const int16x8_t vxa${ABC[0:8]} = vsubl_s8(va${ABC[0:8]}, vget_low_s8(va_zero_point));
          #else  // !XNN_ARCH_ARM64
            const int16x8_t vxa${ABC[0:8]} = vsubl_s8(va${ABC[0:8]}, va_zero_point);
          #endif
      $else:
        $if DATATYPE == "QU8":
          const int16x8_t vxa${ABC[0:8]} = vreinterpretq_s16_u16(vsubl_u8(va${ABC[0:8]}, va_zero_point));
        $else:
          const int16x8_t vxa${ABC[0:8]} = vsubl_s8(va${ABC[0:8]}, va_zero_point);

      int32x4_t vacc${ABC[0:4]} = vmlaq_s32(vbias, vmovl_s16(vget_low_s16(vxa${ABC[0:8]})), va_multiplier);
      int32x4_t vacc${ABC[4:8]} = vmlaq_s32(vbias, vmovl_s16(vget_high_s16(vxa${ABC[0:8]})), va_multiplier);

      vacc${ABC[0:4]} = vrshlq_s32(vacc${ABC[0:4]}, vright_shift);
      vacc${ABC[4:8]} = vrshlq_s32(vacc${ABC[4:8]}, vright_shift);

      const int16x8_t vacc${ABC[0:8]} = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc${ABC[0:4]}), vqmovn_s32(vacc${ABC[4:8]})), voutput_zero_point);

      ${XINT8X8_T} vout${ABC[0:8]} = ${VQMOVXN_S16}(vacc${ABC[0:8]});
      $if BATCH_TILE >= 16:
        vout${ABC[0:8]} = ${VMAX_X8}(vout${ABC[0:8]}, ${VGET_LOW_X8}(voutput_min));
        vout${ABC[0:8]} = ${VMIN_X8}(vout${ABC[0:8]}, ${VGET_LOW_X8}(voutput_max));
      $else:
        vout${ABC[0:8]} = ${VMAX_X8}(vout${ABC[0:8]}, voutput_min);
        vout${ABC[0:8]} = ${VMIN_X8}(vout${ABC[0:8]}, voutput_max);

      $if BATCH_TILE > 8:
        if XNN_LIKELY(n >= (8 * sizeof(${XINT8_T}))) {
          ${VST1_X8}(output, vout${ABC[0:8]}); output += 8;
          n -= 8 * sizeof(${XINT8_T});
        } else {
          if (n & (4 * sizeof(${XINT8_T}))) {
            vst1_lane_u32((void*) output, ${VREINTERPRET_U32_X8}(vout${ABC[0:8]}), 0); output += 4;
            vout${ABC[0:8]} = ${VEXT_X8}(vout${ABC[0:8]}, vout${ABC[0:8]}, 4);
          }
          if (n & (2 * sizeof(${XINT8_T}))) {
            vst1_lane_u16((void*) output, ${VREINTERPRET_U16_X8}(vout${ABC[0:8]}), 0); output += 2;
            vout${ABC[0:8]} = ${VEXT_X8}(vout${ABC[0:8]}, vout${ABC[0:8]}, 2);
          }
          if (n & (1 * sizeof(${XINT8_T}))) {
            ${VST1_LANE_X8}(output, vout${ABC[0:8]}, 0);
          }
          n = 0;
        }
      $else:
        if (n & (4 * sizeof(${XINT8_T}))) {
          vst1_lane_u32((void*) output, ${VREINTERPRET_U32_X8}(vout${ABC[0:8]}), 0); output += 4;
          vout${ABC[0:8]} = ${VEXT_X8}(vout${ABC[0:8]}, vout${ABC[0:8]}, 4);
        }
        if (n & (2 * sizeof(${XINT8_T}))) {
          vst1_lane_u16((void*) output, ${VREINTERPRET_U16_X8}(vout${ABC[0:8]}), 0); output += 2;
          vout${ABC[0:8]} = ${VEXT_X8}(vout${ABC[0:8]}, vout${ABC[0:8]}, 2);
        }
        if (n & (1 * sizeof(${XINT8_T}))) {
          ${VST1_LANE_X8}(output, vout${ABC[0:8]}, 0);
        }
    }${" while (n != 0);" if BATCH_TILE > 8 else ""}
  }
}