src/f32-vbinary/vop-wasmsimd.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 BATCH_TILE % 4 == 0
$assert BATCH_TILE >= 4
$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ"
$assert OP in ["ADD", "DIV", "MAX", "MIN", "MUL", "SUB", "SQRDIFF"]
$assert ACTIVATION in ["LINEAR", "MINMAX", "RELU"]
#include <assert.h>

#include <wasm_simd128.h>

#include <xnnpack/common.h>
#include <xnnpack/vbinary.h>


$WASM_F32X4_OP = {
$  "ADD": "wasm_f32x4_add",
$  "DIV": "wasm_f32x4_div",
$  "MAX": "wasm_f32x4_max",
$  "MIN": "wasm_f32x4_min",
$  "MUL": "wasm_f32x4_mul",
$  "SUB": "wasm_f32x4_sub",
$  "SQRDIFF": "wasm_f32x4_sub",
$}[OP]
$ARCH_SUFFIX = "" if ACTIVATION in ["LINEAR", "RELU"] and OP not in ["MIN", "MAX"] else "_x86" if X86 else "_arm"
$ACTIVATION_SUFFIX = {"LINEAR": ""}.get(ACTIVATION, "_" + ACTIVATION.lower())
$PARAMS = {"LINEAR": "xnn_f32_default_params", "RELU": "xnn_f32_relu_params", "MINMAX": "xnn_f32_minmax_params"}[ACTIVATION]
void xnn_f32_v${OP.lower()}${ACTIVATION_SUFFIX}_ukernel__wasmsimd${ARCH_SUFFIX}_x${BATCH_TILE}(
    size_t n,
    const float* a,
    const float* b,
    float* y,
    const union ${PARAMS} params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN
{
  assert(n != 0);
  assert(n % sizeof(float) == 0);
  assert(a != NULL);
  assert(b != NULL);
  assert(y != NULL);

  $if ACTIVATION == "MINMAX":
    const v128_t vy_min = wasm_v32x4_load_splat(&params->scalar.min);
    const v128_t vy_max = wasm_v32x4_load_splat(&params->scalar.max);
  $elif ACTIVATION == "RELU":
    const v128_t vzero = wasm_f32x4_splat(0.0f);

  for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) {
    const v128_t va${ABC[0:4]} = wasm_v128_load(a);
    $for N in range(4, BATCH_TILE, 4):
      const v128_t va${ABC[N:N+4]} = wasm_v128_load(a + ${N});
    a += ${BATCH_TILE};

    const v128_t vb${ABC[0:4]} = wasm_v128_load(b);
    $for N in range(4, BATCH_TILE, 4):
      const v128_t vb${ABC[N:N+4]} = wasm_v128_load(b + ${N});
    b += ${BATCH_TILE};

    $if OP == "MIN" and X86:
      $for N in range(0, BATCH_TILE, 4):
        const v128_t vm${ABC[N:N+4]} = wasm_f32x4_lt(va${ABC[N:N+4]}, vb${ABC[N:N+4]});

      $for N in range(0, BATCH_TILE, 4):
        v128_t vy${ABC[N:N+4]} = wasm_v128_bitselect(va${ABC[N:N+4]}, vb${ABC[N:N+4]}, vm${ABC[N:N+4]});
    $elif OP == "MAX" and X86:
      $for N in range(0, BATCH_TILE, 4):
        const v128_t vm${ABC[N:N+4]} = wasm_f32x4_le(va${ABC[N:N+4]}, vb${ABC[N:N+4]});

      $for N in range(0, BATCH_TILE, 4):
        v128_t vy${ABC[N:N+4]} = wasm_v128_bitselect(vb${ABC[N:N+4]}, va${ABC[N:N+4]}, vm${ABC[N:N+4]});
    $else:
      $for N in range(0, BATCH_TILE, 4):
        v128_t vy${ABC[N:N+4]} = ${WASM_F32X4_OP}(va${ABC[N:N+4]}, vb${ABC[N:N+4]});

      $if OP == "SQRDIFF":
        $for N in range(0, BATCH_TILE, 4):
          vy${ABC[N:N+4]} = wasm_f32x4_mul(vy${ABC[N:N+4]}, vy${ABC[N:N+4]});

    $if ACTIVATION == "MINMAX":
      $if X86:
        $for N in range(0, BATCH_TILE, 4):
          const v128_t vltmask${ABC[N:N+4]} = wasm_f32x4_lt(vy${ABC[N:N+4]}, vy_min);

        $for N in range(0, BATCH_TILE, 4):
          const v128_t vngtmask${ABC[N:N+4]} = wasm_f32x4_le(vy${ABC[N:N+4]}, vy_max);
          vy${ABC[N:N+4]} = wasm_v128_bitselect(vy_min, vy${ABC[N:N+4]}, vltmask${ABC[N:N+4]});

        $for N in range(0, BATCH_TILE, 4):
          vy${ABC[N:N+4]} = wasm_v128_bitselect(vy${ABC[N:N+4]}, vy_max, vngtmask${ABC[N:N+4]});
      $else:
        $for N in range(0, BATCH_TILE, 4):
          vy${ABC[N:N+4]} = wasm_f32x4_max(vy${ABC[N:N+4]}, vy_min);

        $for N in range(0, BATCH_TILE, 4):
          vy${ABC[N:N+4]} = wasm_f32x4_min(vy${ABC[N:N+4]}, vy_max);
    $elif ACTIVATION == "RELU":
      $for N in range(0, BATCH_TILE, 4):
        vy${ABC[N:N+4]} = wasm_i32x4_max(vy${ABC[N:N+4]}, vzero);

    wasm_v128_store(y, vy${ABC[0:4]});
    $for N in range(4, BATCH_TILE, 4):
      wasm_v128_store(y + ${N}, vy${ABC[N:N+4]});
    y += ${BATCH_TILE};
  }
  $if BATCH_TILE > 4:
    for (; n >= 4 * sizeof(float); n -= 4 * sizeof(float)) {
      const v128_t va = wasm_v128_load(a);
      a += 4;

      const v128_t vb = wasm_v128_load(b);
      b += 4;

      $if OP == "MIN" and X86:
        const v128_t vm = wasm_f32x4_lt(va, vb);
        v128_t vy = wasm_v128_bitselect(va, vb, vm);
      $elif OP == "MAX" and X86:
        const v128_t vm = wasm_f32x4_le(va, vb);
        v128_t vy = wasm_v128_bitselect(vb, va, vm);
      $else:
        v128_t vy = ${WASM_F32X4_OP}(va, vb);
        $if OP == "SQRDIFF":
          vy = wasm_f32x4_mul(vy, vy);

      $if ACTIVATION == "MINMAX":
        $if X86:
          const v128_t vltmask = wasm_f32x4_lt(vy, vy_min);
          const v128_t vngtmask = wasm_f32x4_le(vy, vy_max);
          vy = wasm_v128_bitselect(vy_min, vy, vltmask);
          vy = wasm_v128_bitselect(vy, vy_max, vngtmask);
        $else:
          vy = wasm_f32x4_max(vy, vy_min);
          vy = wasm_f32x4_min(vy, vy_max);
      $elif ACTIVATION == "RELU":
        vy = wasm_i32x4_max(vy, vzero);

      wasm_v128_store(y, vy);
      y += 4;
    }
  if XNN_UNLIKELY(n != 0) {
    const v128_t va = wasm_v128_load(a);
    const v128_t vb = wasm_v128_load(b);

    $if OP == "MIN" and X86:
      const v128_t vm = wasm_f32x4_lt(va, vb);
      v128_t vy = wasm_v128_bitselect(va, vb, vm);
    $elif OP == "MAX" and X86:
      const v128_t vm = wasm_f32x4_le(va, vb);
      v128_t vy = wasm_v128_bitselect(vb, va, vm);
    $else:
      v128_t vy = ${WASM_F32X4_OP}(va, vb);
      $if OP == "SQRDIFF":
        vy = wasm_f32x4_mul(vy, vy);

    $if ACTIVATION == "MINMAX":
      $if X86:
        const v128_t vltmask = wasm_f32x4_lt(vy, vy_min);
        const v128_t vngtmask = wasm_f32x4_le(vy, vy_max);
        vy = wasm_v128_bitselect(vy_min, vy, vltmask);
        vy = wasm_v128_bitselect(vy, vy_max, vngtmask);
      $else:
        vy = wasm_f32x4_max(vy, vy_min);
        vy = wasm_f32x4_min(vy, vy_max);
    $elif ACTIVATION == "RELU":
      vy = wasm_i32x4_max(vy, vzero);

    if (n & (2 * sizeof(float))) {
      *((double*) y) = wasm_f64x2_extract_lane(vy, 0);
      vy = wasm_v32x4_shuffle(vy, vy, 2, 3, 2, 3);
      y += 2;
    }
    if (n & (1 * sizeof(float))) {
      *y = wasm_f32x4_extract_lane(vy, 0);
    }
  }
}