xref: /aosp_15_r20/external/XNNPACK/src/f32-spmm/gen/32x1-minmax-wasmsimd-x86-pipelined-x2.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)

// Auto-generated file. Do not edit!
//   Template: src/f32-spmm/wasmsimd-pipelined.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/spmm.h>


void xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2(
    size_t mc,
    size_t nc,
    const float*restrict input,
    const float*restrict weights,
    const int32_t*restrict widx_dmap,
    const uint32_t*restrict nidx_nnzmap,
    float*restrict output,
    size_t output_stride,
    const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
  assert(mc != 0);
  assert(mc % sizeof(float) == 0);
  assert(nc != 0);

  const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
  const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
  size_t output_decrement = output_stride * nc - 32 * sizeof(float);
  while XNN_LIKELY(mc >= 32 * sizeof(float)) {
    const float*restrict w = weights;
    const int32_t* dmap = widx_dmap;
    const uint32_t* nnzmap = nidx_nnzmap;
    v128_t vw = wasm_v128_load32_splat(w); w += 1;
    intptr_t diff = *dmap++;
    v128_t vi0123 = wasm_v128_load(input + 0);
    v128_t vi4567 = wasm_v128_load(input + 4);
    v128_t vi89AB = wasm_v128_load(input + 8);
    v128_t viCDEF = wasm_v128_load(input + 12);
    v128_t viGHIJ = wasm_v128_load(input + 16);
    v128_t viKLMN = wasm_v128_load(input + 20);
    v128_t viOPQR = wasm_v128_load(input + 24);
    v128_t viSTUV = wasm_v128_load(input + 28);
    size_t n = nc;
    do {
      uint32_t nnz = *nnzmap++;
       v128_t vacc0123 = vw;
       v128_t vacc4567 = vw;
       v128_t vacc89AB = vw;
       v128_t vaccCDEF = vw;
       v128_t vaccGHIJ = vw;
       v128_t vaccKLMN = vw;
       v128_t vaccOPQR = vw;
       v128_t vaccSTUV = vw;
      vw = wasm_v128_load32_splat(w); w += 1;

      for (; nnz >= 2; nnz -= 2) {
        vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123,   vw));
        vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567,   vw));
        vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB,   vw));
        vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF,   vw));
        vaccGHIJ = wasm_f32x4_add(vaccGHIJ, wasm_f32x4_mul(viGHIJ,   vw));
        vaccKLMN = wasm_f32x4_add(vaccKLMN, wasm_f32x4_mul(viKLMN,   vw));
        vaccOPQR = wasm_f32x4_add(vaccOPQR, wasm_f32x4_mul(viOPQR,   vw));
        vaccSTUV = wasm_f32x4_add(vaccSTUV, wasm_f32x4_mul(viSTUV,   vw));
        input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
        diff = *dmap++;
        vw = wasm_v128_load32_splat(w); w += 1;
        vi0123 = wasm_v128_load(input + 0);
        vi4567 = wasm_v128_load(input + 4);
        vi89AB = wasm_v128_load(input + 8);
        viCDEF = wasm_v128_load(input + 12);
        viGHIJ = wasm_v128_load(input + 16);
        viKLMN = wasm_v128_load(input + 20);
        viOPQR = wasm_v128_load(input + 24);
        viSTUV = wasm_v128_load(input + 28);
        vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123,   vw));
        vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567,   vw));
        vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB,   vw));
        vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF,   vw));
        vaccGHIJ = wasm_f32x4_add(vaccGHIJ, wasm_f32x4_mul(viGHIJ,   vw));
        vaccKLMN = wasm_f32x4_add(vaccKLMN, wasm_f32x4_mul(viKLMN,   vw));
        vaccOPQR = wasm_f32x4_add(vaccOPQR, wasm_f32x4_mul(viOPQR,   vw));
        vaccSTUV = wasm_f32x4_add(vaccSTUV, wasm_f32x4_mul(viSTUV,   vw));
        input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
        diff = *dmap++;
        vw = wasm_v128_load32_splat(w); w += 1;
        vi0123 = wasm_v128_load(input + 0);
        vi4567 = wasm_v128_load(input + 4);
        vi89AB = wasm_v128_load(input + 8);
        viCDEF = wasm_v128_load(input + 12);
        viGHIJ = wasm_v128_load(input + 16);
        viKLMN = wasm_v128_load(input + 20);
        viOPQR = wasm_v128_load(input + 24);
        viSTUV = wasm_v128_load(input + 28);
      }

      if XNN_LIKELY(nnz != 0) {
        do {
          vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
          vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
          vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB, vw));
          vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF, vw));
          vaccGHIJ = wasm_f32x4_add(vaccGHIJ, wasm_f32x4_mul(viGHIJ, vw));
          vaccKLMN = wasm_f32x4_add(vaccKLMN, wasm_f32x4_mul(viKLMN, vw));
          vaccOPQR = wasm_f32x4_add(vaccOPQR, wasm_f32x4_mul(viOPQR, vw));
          vaccSTUV = wasm_f32x4_add(vaccSTUV, wasm_f32x4_mul(viSTUV, vw));
          input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);

          diff = *dmap++;
          vw = wasm_v128_load32_splat(w); w += 1;
          vi0123 = wasm_v128_load(input + 0);
          vi4567 = wasm_v128_load(input + 4);
          vi89AB = wasm_v128_load(input + 8);
          viCDEF = wasm_v128_load(input + 12);
          viGHIJ = wasm_v128_load(input + 16);
          viKLMN = wasm_v128_load(input + 20);
          viOPQR = wasm_v128_load(input + 24);
          viSTUV = wasm_v128_load(input + 28);
        } while (--nnz != 0);
      }
      v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
      v128_t vout4567 = wasm_f32x4_pmin(vmax, vacc4567);
      v128_t vout89AB = wasm_f32x4_pmin(vmax, vacc89AB);
      v128_t voutCDEF = wasm_f32x4_pmin(vmax, vaccCDEF);
      v128_t voutGHIJ = wasm_f32x4_pmin(vmax, vaccGHIJ);
      v128_t voutKLMN = wasm_f32x4_pmin(vmax, vaccKLMN);
      v128_t voutOPQR = wasm_f32x4_pmin(vmax, vaccOPQR);
      v128_t voutSTUV = wasm_f32x4_pmin(vmax, vaccSTUV);
      vout0123 = wasm_f32x4_pmax(vmin, vout0123);
      vout4567 = wasm_f32x4_pmax(vmin, vout4567);
      vout89AB = wasm_f32x4_pmax(vmin, vout89AB);
      voutCDEF = wasm_f32x4_pmax(vmin, voutCDEF);
      voutGHIJ = wasm_f32x4_pmax(vmin, voutGHIJ);
      voutKLMN = wasm_f32x4_pmax(vmin, voutKLMN);
      voutOPQR = wasm_f32x4_pmax(vmin, voutOPQR);
      voutSTUV = wasm_f32x4_pmax(vmin, voutSTUV);
      wasm_v128_store(output, vout0123);
      wasm_v128_store(output + 4, vout4567);
      wasm_v128_store(output + 8, vout89AB);
      wasm_v128_store(output + 12, voutCDEF);
      wasm_v128_store(output + 16, voutGHIJ);
      wasm_v128_store(output + 20, voutKLMN);
      wasm_v128_store(output + 24, voutOPQR);
      wasm_v128_store(output + 28, voutSTUV);
      output = (float*restrict) ((uintptr_t) output + output_stride);
    } while (--n != 0);
    output = (float*restrict) ((uintptr_t) output - output_decrement);
    input += 32;
    mc -= 32 * sizeof(float);
  }
  if XNN_UNLIKELY(mc != 0) {
    output_decrement += 16 * sizeof(float);
    if (mc & (16 * sizeof(float))) {
      const float*restrict w = weights;
      const int32_t* dmap = widx_dmap;
      const uint32_t* nnzmap = nidx_nnzmap;
      size_t n = nc;
      do {
        uint32_t nnz = *nnzmap++;
        v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1;
        v128_t vacc4567 = vacc0123;
        v128_t vacc89AB = vacc0123;
        v128_t vaccCDEF = vacc0123;
        if XNN_LIKELY(nnz != 0) {
          do {
            const intptr_t diff = *dmap++;
            const v128_t vi0123 = wasm_v128_load(input);
            const v128_t vi4567 = wasm_v128_load(input + 4);
            const v128_t vi89AB = wasm_v128_load(input + 8);
            const v128_t viCDEF = wasm_v128_load(input + 12);
            input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
            const v128_t vw = wasm_v128_load32_splat(w); w += 1;
            vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
            vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
            vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB, vw));
            vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF, vw));
          } while (--nnz != 0);
        }
        v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
        v128_t vout4567 = wasm_f32x4_pmin(vmax, vacc4567);
        v128_t vout89AB = wasm_f32x4_pmin(vmax, vacc89AB);
        v128_t voutCDEF = wasm_f32x4_pmin(vmax, vaccCDEF);
        vout0123 = wasm_f32x4_pmax(vmin, vout0123);
        vout4567 = wasm_f32x4_pmax(vmin, vout4567);
        vout89AB = wasm_f32x4_pmax(vmin, vout89AB);
        voutCDEF = wasm_f32x4_pmax(vmin, voutCDEF);
        wasm_v128_store(output, vout0123);

        wasm_v128_store(output + 4, vout4567);
        wasm_v128_store(output + 8, vout89AB);
        wasm_v128_store(output + 12, voutCDEF);
        output = (float*restrict) ((uintptr_t) output + output_stride);
      } while (--n != 0);
      output = (float*restrict) ((uintptr_t) output - output_decrement);
      input += 16;
    }
    output_decrement += 8 * sizeof(float);
    if (mc & (8 * sizeof(float))) {
      const float*restrict w = weights;
      const int32_t* dmap = widx_dmap;
      const uint32_t* nnzmap = nidx_nnzmap;
      size_t n = nc;
      do {
        uint32_t nnz = *nnzmap++;
        v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1;
        v128_t vacc4567 = vacc0123;
        if XNN_LIKELY(nnz != 0) {
          do {
            const intptr_t diff = *dmap++;
            const v128_t vi0123 = wasm_v128_load(input);
            const v128_t vi4567 = wasm_v128_load(input + 4);
            input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
            const v128_t vw = wasm_v128_load32_splat(w); w += 1;
            vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
            vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
          } while (--nnz != 0);
        }
        v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
        v128_t vout4567 = wasm_f32x4_pmin(vmax, vacc4567);
        vout0123 = wasm_f32x4_pmax(vmin, vout0123);
        vout4567 = wasm_f32x4_pmax(vmin, vout4567);
        wasm_v128_store(output, vout0123);

        wasm_v128_store(output + 4, vout4567);
        output = (float*restrict) ((uintptr_t) output + output_stride);
      } while (--n != 0);
      output = (float*restrict) ((uintptr_t) output - output_decrement);
      input += 8;
    }
    output_decrement += 4 * sizeof(float);
    if (mc & (4 * sizeof(float))) {
      const float*restrict w = weights;
      const int32_t* dmap = widx_dmap;
      const uint32_t* nnzmap = nidx_nnzmap;
      size_t n = nc;
      do {
        uint32_t nnz = *nnzmap++;
        v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1;
        if XNN_LIKELY(nnz != 0) {
          do {
            const intptr_t diff = *dmap++;
            const v128_t vi0123 = wasm_v128_load(input);
            input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
            const v128_t vw = wasm_v128_load32_splat(w); w += 1;
            vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
          } while (--nnz != 0);
        }
        v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
        vout0123 = wasm_f32x4_pmax(vmin, vout0123);
        wasm_v128_store(output, vout0123);

        output = (float*restrict) ((uintptr_t) output + output_stride);
      } while (--n != 0);
      output = (float*restrict) ((uintptr_t) output - output_decrement);
      input += 4;
    }
    output_decrement += 2 * sizeof(float);
    if (mc & (2 * sizeof(float))) {
      const float*restrict w = weights;
      const int32_t* dmap = widx_dmap;
      const uint32_t* nnzmap = nidx_nnzmap;
      size_t n = nc;
      do {
        uint32_t nnz = *nnzmap++;
        v128_t vacc01 = wasm_v128_load32_splat(w); w += 1;
        if XNN_LIKELY(nnz != 0) {
          do {
            const intptr_t diff = *dmap++;
            const v128_t vi01 = wasm_v128_load64_splat(input);
            input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
            const v128_t vw = wasm_v128_load32_splat(w); w += 1;
            vacc01 = wasm_f32x4_add(vacc01, wasm_f32x4_mul(vi01, vw));
          } while (--nnz != 0);
        }
        v128_t vout01 = wasm_f32x4_pmin(vmax, vacc01);
        vout01 = wasm_f32x4_pmax(vmin, vout01);
        *((double*) output) = wasm_f64x2_extract_lane(vout01, 0);

        output = (float*restrict) ((uintptr_t) output + output_stride);
      } while (--n != 0);
      output = (float*restrict) ((uintptr_t) output - output_decrement);
      input += 2;
    }
    output_decrement += 1 * sizeof(float);
    if (mc & (1 * sizeof(float))) {
      const float*restrict w = weights;
      const int32_t* dmap = widx_dmap;
      const uint32_t* nnzmap = nidx_nnzmap;
      size_t n = nc;
      do {
        uint32_t nnz = *nnzmap++;
        v128_t vacc0 = wasm_v128_load32_splat(w); w += 1;
        if XNN_LIKELY(nnz != 0) {
          do {
            const intptr_t diff = *dmap++;
            const v128_t vi0 = wasm_v128_load32_splat(input);
            input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
            const v128_t vw = wasm_v128_load32_splat(w); w += 1;
            vacc0 = wasm_f32x4_add(vacc0, wasm_f32x4_mul(vi0, vw));
          } while (--nnz != 0);
        }
        v128_t vout0 = wasm_f32x4_pmin(vmax, vacc0);
        vout0 = wasm_f32x4_pmax(vmin, vout0);
        *output = wasm_f32x4_extract_lane(vout0, 0);

        output = (float*restrict) ((uintptr_t) output + output_stride);
      } while (--n != 0);
      output = (float*restrict) ((uintptr_t) output - output_decrement);
      input += 1;
    }
  }
}