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// Auto-generated file. Do not edit!
// Template: src/f32-dwconv2d-chw/3x3s2p1-sse.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 <xmmintrin.h>
#include <xnnpack/dwconv.h>
#include <xnnpack/math.h>
void xnn_f32_dwconv2d_chw_ukernel_3x3s2p1__sse_3x4(
size_t input_height,
size_t input_width,
const float* input,
const float* weights,
const float* zero,
float* output,
uint32_t padding_top,
const union xnn_f32_chw_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(input_height != 0);
assert(input_width != 0);
assert(input_width % sizeof(float) == 0);
assert(padding_top >= 0);
assert(padding_top <= 1);
const __m128 vmask_even = _mm_load_ps((const float*) params->sse.mask_even);
const __m128 vmask_odd = _mm_load_ps((const float*) params->sse.mask_odd);
const __m128 vmax = _mm_load_ps(params->sse.max);
const __m128 vmin = _mm_load_ps(params->sse.min);
const __m128 vbias = _mm_load1_ps(weights);
const __m128 vk00 = _mm_load1_ps(weights + 1);
const __m128 vk01 = _mm_load1_ps(weights + 2);
const __m128 vk02 = _mm_load1_ps(weights + 3);
const __m128 vk10 = _mm_load1_ps(weights + 4);
const __m128 vk11 = _mm_load1_ps(weights + 5);
const __m128 vk12 = _mm_load1_ps(weights + 6);
const __m128 vk20 = _mm_load1_ps(weights + 7);
const __m128 vk21 = _mm_load1_ps(weights + 8);
const __m128 vk22 = _mm_load1_ps(weights + 9);
const size_t input_decrement = round_down_po2(input_width, 4 /* SIMD output width */ * 2 /* subsampling */ * sizeof(float));
const size_t output_width = round_down_po2((input_width + (2 /* padding */ - 3 /* kernel size */ + 2 /* subsampling */) * sizeof(float)) / 2, sizeof(float));
const float* i0 = (const float*) ((uintptr_t) input - ((-padding_top) & input_width));
const float* i1 = (const float*) ((uintptr_t) i0 + input_width);
if XNN_UNPREDICTABLE(padding_top != 0) {
i0 = zero;
}
const float* i2 = (const float*) ((uintptr_t) i1 + input_width);
const float* i3 = (const float*) ((uintptr_t) i2 + input_width);
const float* i4 = (const float*) ((uintptr_t) i3 + input_width);
const float* i5 = (const float*) ((uintptr_t) i4 + input_width);
const float* i6 = (const float*) ((uintptr_t) i5 + input_width);
float* o0 = output;
float* o1 = (float*) ((uintptr_t) o0 + output_width);
float* o2 = (float*) ((uintptr_t) o1 + output_width);
size_t padded_input_height = input_height + padding_top + 1 /* padding bottom */;
size_t output_height = (padded_input_height - 3 /* kernel size */ + 2 /* subsampling */) / 2;
do {
if XNN_UNPREDICTABLE(padded_input_height < 4) {
i2 = zero;
}
if XNN_UNPREDICTABLE(padded_input_height < 5) {
i3 = zero;
o1 = o0;
}
if XNN_UNPREDICTABLE(padded_input_height < 6) {
i4 = zero;
}
if XNN_UNPREDICTABLE(padded_input_height < 7) {
i5 = zero;
o2 = o1;
}
if XNN_UNPREDICTABLE(padded_input_height < 8) {
i6 = zero;
}
__m128 vi0x7531 = _mm_setzero_ps();
__m128 vi1x7531 = _mm_setzero_ps();
__m128 vi2x7531 = _mm_setzero_ps();
__m128 vi3x7531 = _mm_setzero_ps();
__m128 vi4x7531 = _mm_setzero_ps();
__m128 vi5x7531 = _mm_setzero_ps();
__m128 vi6x7531 = _mm_setzero_ps();
size_t w = input_width;
for (; w >= 8 * sizeof(float); w -= 8 * sizeof(float)) {
const __m128 vi0x89AB = _mm_loadu_ps(i0);
const __m128 vi0xCDEF = _mm_loadu_ps(i0 + 4);
i0 += 8;
const __m128 vi1x89AB = _mm_loadu_ps(i1);
const __m128 vi1xCDEF = _mm_loadu_ps(i1 + 4);
i1 += 8;
const __m128 vi2x89AB = _mm_loadu_ps(i2);
const __m128 vi2xCDEF = _mm_loadu_ps(i2 + 4);
i2 += 8;
const __m128 vi3x89AB = _mm_loadu_ps(i3);
const __m128 vi3xCDEF = _mm_loadu_ps(i3 + 4);
i3 += 8;
const __m128 vi4x89AB = _mm_loadu_ps(i4);
const __m128 vi4xCDEF = _mm_loadu_ps(i4 + 4);
i4 += 8;
const __m128 vi5x89AB = _mm_loadu_ps(i5);
const __m128 vi5xCDEF = _mm_loadu_ps(i5 + 4);
i5 += 8;
const __m128 vi6x89AB = _mm_loadu_ps(i6);
const __m128 vi6xCDEF = _mm_loadu_ps(i6 + 4);
i6 += 8;
const __m128 vi0x8ACE = _mm_shuffle_ps(vi0x89AB, vi0xCDEF, _MM_SHUFFLE(2, 0, 2, 0));
const __m128 vi0x9BDF = _mm_shuffle_ps(vi0x89AB, vi0xCDEF, _MM_SHUFFLE(3, 1, 3, 1));
const __m128 vi1x8ACE = _mm_shuffle_ps(vi1x89AB, vi1xCDEF, _MM_SHUFFLE(2, 0, 2, 0));
const __m128 vi1x9BDF = _mm_shuffle_ps(vi1x89AB, vi1xCDEF, _MM_SHUFFLE(3, 1, 3, 1));
const __m128 vi2x8ACE = _mm_shuffle_ps(vi2x89AB, vi2xCDEF, _MM_SHUFFLE(2, 0, 2, 0));
const __m128 vi2x9BDF = _mm_shuffle_ps(vi2x89AB, vi2xCDEF, _MM_SHUFFLE(3, 1, 3, 1));
const __m128 vi3x8ACE = _mm_shuffle_ps(vi3x89AB, vi3xCDEF, _MM_SHUFFLE(2, 0, 2, 0));
const __m128 vi3x9BDF = _mm_shuffle_ps(vi3x89AB, vi3xCDEF, _MM_SHUFFLE(3, 1, 3, 1));
const __m128 vi4x8ACE = _mm_shuffle_ps(vi4x89AB, vi4xCDEF, _MM_SHUFFLE(2, 0, 2, 0));
const __m128 vi4x9BDF = _mm_shuffle_ps(vi4x89AB, vi4xCDEF, _MM_SHUFFLE(3, 1, 3, 1));
const __m128 vi5x8ACE = _mm_shuffle_ps(vi5x89AB, vi5xCDEF, _MM_SHUFFLE(2, 0, 2, 0));
const __m128 vi5x9BDF = _mm_shuffle_ps(vi5x89AB, vi5xCDEF, _MM_SHUFFLE(3, 1, 3, 1));
const __m128 vi6x8ACE = _mm_shuffle_ps(vi6x89AB, vi6xCDEF, _MM_SHUFFLE(2, 0, 2, 0));
const __m128 vi6x9BDF = _mm_shuffle_ps(vi6x89AB, vi6xCDEF, _MM_SHUFFLE(3, 1, 3, 1));
__m128 vo0p0 = _mm_add_ps(vbias, _mm_mul_ps(vi0x8ACE, vk01));
__m128 vo1p0 = _mm_add_ps(vbias, _mm_mul_ps(vi2x8ACE, vk01));
__m128 vo2p0 = _mm_add_ps(vbias, _mm_mul_ps(vi4x8ACE, vk01));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x8ACE, vk11));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x8ACE, vk11));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi5x8ACE, vk11));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x8ACE, vk21));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x8ACE, vk21));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi6x8ACE, vk21));
const __m128 vi0xF9BD = _mm_shuffle_ps(vi0x9BDF, vi0x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
const __m128 vi1xF9BD = _mm_shuffle_ps(vi1x9BDF, vi1x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
const __m128 vi2xF9BD = _mm_shuffle_ps(vi2x9BDF, vi2x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
const __m128 vi3xF9BD = _mm_shuffle_ps(vi3x9BDF, vi3x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
const __m128 vi4xF9BD = _mm_shuffle_ps(vi4x9BDF, vi4x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
const __m128 vi5xF9BD = _mm_shuffle_ps(vi5x9BDF, vi5x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
const __m128 vi6xF9BD = _mm_shuffle_ps(vi6x9BDF, vi6x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x9BDF, vk02));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x9BDF, vk02));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi4x9BDF, vk02));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x9BDF, vk12));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x9BDF, vk12));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi5x9BDF, vk12));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x9BDF, vk22));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x9BDF, vk22));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi6x9BDF, vk22));
const __m128 vi0x7BDF = _mm_move_ss(vi0xF9BD, vi0x7531);
const __m128 vi1x7BDF = _mm_move_ss(vi1xF9BD, vi1x7531);
const __m128 vi2x7BDF = _mm_move_ss(vi2xF9BD, vi2x7531);
const __m128 vi3x7BDF = _mm_move_ss(vi3xF9BD, vi3x7531);
const __m128 vi4x7BDF = _mm_move_ss(vi4xF9BD, vi4x7531);
const __m128 vi5x7BDF = _mm_move_ss(vi5xF9BD, vi5x7531);
const __m128 vi6x7BDF = _mm_move_ss(vi6xF9BD, vi6x7531);
vi0x7531 = vi0xF9BD;
vi1x7531 = vi1xF9BD;
vi2x7531 = vi2xF9BD;
vi3x7531 = vi3xF9BD;
vi4x7531 = vi4xF9BD;
vi5x7531 = vi5xF9BD;
vi6x7531 = vi6xF9BD;
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x7BDF, vk00));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x7BDF, vk00));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi4x7BDF, vk00));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x7BDF, vk10));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x7BDF, vk10));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi5x7BDF, vk10));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x7BDF, vk20));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x7BDF, vk20));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi6x7BDF, vk20));
__m128 vo0 = _mm_max_ps(vo0p0, vmin);
__m128 vo1 = _mm_max_ps(vo1p0, vmin);
__m128 vo2 = _mm_max_ps(vo2p0, vmin);
vo0 = _mm_min_ps(vo0, vmax);
vo1 = _mm_min_ps(vo1, vmax);
vo2 = _mm_min_ps(vo2, vmax);
_mm_storeu_ps(o2, vo2);
o2 += 4;
_mm_storeu_ps(o1, vo1);
o1 += 4;
_mm_storeu_ps(o0, vo0);
o0 += 4;
}
// Potentially process the last block of 0..7 pixels.
assert(w < 8 * sizeof(float));
if XNN_LIKELY(w != 0) {
const __m128 vi0x89AB = _mm_loadu_ps(i0);
const __m128 vi0xCDEF = _mm_loadu_ps(i0 + 4);
const __m128 vi1x89AB = _mm_loadu_ps(i1);
const __m128 vi1xCDEF = _mm_loadu_ps(i1 + 4);
const __m128 vi2x89AB = _mm_loadu_ps(i2);
const __m128 vi2xCDEF = _mm_loadu_ps(i2 + 4);
const __m128 vi3x89AB = _mm_loadu_ps(i3);
const __m128 vi3xCDEF = _mm_loadu_ps(i3 + 4);
const __m128 vi4x89AB = _mm_loadu_ps(i4);
const __m128 vi4xCDEF = _mm_loadu_ps(i4 + 4);
const __m128 vi5x89AB = _mm_loadu_ps(i5);
const __m128 vi5xCDEF = _mm_loadu_ps(i5 + 4);
const __m128 vi6x89AB = _mm_loadu_ps(i6);
const __m128 vi6xCDEF = _mm_loadu_ps(i6 + 4);
const __m128 vi0x8ACE = _mm_and_ps(vmask_even, _mm_shuffle_ps(vi0x89AB, vi0xCDEF, _MM_SHUFFLE(2, 0, 2, 0)));
const __m128 vi0x9BDF = _mm_and_ps(vmask_odd, _mm_shuffle_ps(vi0x89AB, vi0xCDEF, _MM_SHUFFLE(3, 1, 3, 1)));
const __m128 vi1x8ACE = _mm_and_ps(vmask_even, _mm_shuffle_ps(vi1x89AB, vi1xCDEF, _MM_SHUFFLE(2, 0, 2, 0)));
const __m128 vi1x9BDF = _mm_and_ps(vmask_odd, _mm_shuffle_ps(vi1x89AB, vi1xCDEF, _MM_SHUFFLE(3, 1, 3, 1)));
const __m128 vi2x8ACE = _mm_and_ps(vmask_even, _mm_shuffle_ps(vi2x89AB, vi2xCDEF, _MM_SHUFFLE(2, 0, 2, 0)));
const __m128 vi2x9BDF = _mm_and_ps(vmask_odd, _mm_shuffle_ps(vi2x89AB, vi2xCDEF, _MM_SHUFFLE(3, 1, 3, 1)));
const __m128 vi3x8ACE = _mm_and_ps(vmask_even, _mm_shuffle_ps(vi3x89AB, vi3xCDEF, _MM_SHUFFLE(2, 0, 2, 0)));
const __m128 vi3x9BDF = _mm_and_ps(vmask_odd, _mm_shuffle_ps(vi3x89AB, vi3xCDEF, _MM_SHUFFLE(3, 1, 3, 1)));
const __m128 vi4x8ACE = _mm_and_ps(vmask_even, _mm_shuffle_ps(vi4x89AB, vi4xCDEF, _MM_SHUFFLE(2, 0, 2, 0)));
const __m128 vi4x9BDF = _mm_and_ps(vmask_odd, _mm_shuffle_ps(vi4x89AB, vi4xCDEF, _MM_SHUFFLE(3, 1, 3, 1)));
const __m128 vi5x8ACE = _mm_and_ps(vmask_even, _mm_shuffle_ps(vi5x89AB, vi5xCDEF, _MM_SHUFFLE(2, 0, 2, 0)));
const __m128 vi5x9BDF = _mm_and_ps(vmask_odd, _mm_shuffle_ps(vi5x89AB, vi5xCDEF, _MM_SHUFFLE(3, 1, 3, 1)));
const __m128 vi6x8ACE = _mm_and_ps(vmask_even, _mm_shuffle_ps(vi6x89AB, vi6xCDEF, _MM_SHUFFLE(2, 0, 2, 0)));
const __m128 vi6x9BDF = _mm_and_ps(vmask_odd, _mm_shuffle_ps(vi6x89AB, vi6xCDEF, _MM_SHUFFLE(3, 1, 3, 1)));
__m128 vo0p0 = _mm_add_ps(vbias, _mm_mul_ps(vi0x8ACE, vk01));
__m128 vo1p0 = _mm_add_ps(vbias, _mm_mul_ps(vi2x8ACE, vk01));
__m128 vo2p0 = _mm_add_ps(vbias, _mm_mul_ps(vi4x8ACE, vk01));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x8ACE, vk11));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x8ACE, vk11));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi5x8ACE, vk11));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x8ACE, vk21));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x8ACE, vk21));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi6x8ACE, vk21));
const __m128 vi0xF9BD = _mm_shuffle_ps(vi0x9BDF, vi0x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
const __m128 vi1xF9BD = _mm_shuffle_ps(vi1x9BDF, vi1x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
const __m128 vi2xF9BD = _mm_shuffle_ps(vi2x9BDF, vi2x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
const __m128 vi3xF9BD = _mm_shuffle_ps(vi3x9BDF, vi3x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
const __m128 vi4xF9BD = _mm_shuffle_ps(vi4x9BDF, vi4x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
const __m128 vi5xF9BD = _mm_shuffle_ps(vi5x9BDF, vi5x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
const __m128 vi6xF9BD = _mm_shuffle_ps(vi6x9BDF, vi6x9BDF, _MM_SHUFFLE(2, 1, 0, 3));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x9BDF, vk02));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x9BDF, vk02));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi4x9BDF, vk02));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x9BDF, vk12));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x9BDF, vk12));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi5x9BDF, vk12));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x9BDF, vk22));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x9BDF, vk22));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi6x9BDF, vk22));
const __m128 vi0x7BDF = _mm_move_ss(vi0xF9BD, vi0x7531);
const __m128 vi1x7BDF = _mm_move_ss(vi1xF9BD, vi1x7531);
const __m128 vi2x7BDF = _mm_move_ss(vi2xF9BD, vi2x7531);
const __m128 vi3x7BDF = _mm_move_ss(vi3xF9BD, vi3x7531);
const __m128 vi4x7BDF = _mm_move_ss(vi4xF9BD, vi4x7531);
const __m128 vi5x7BDF = _mm_move_ss(vi5xF9BD, vi5x7531);
const __m128 vi6x7BDF = _mm_move_ss(vi6xF9BD, vi6x7531);
vi0x7531 = vi0xF9BD;
vi1x7531 = vi1xF9BD;
vi2x7531 = vi2xF9BD;
vi3x7531 = vi3xF9BD;
vi4x7531 = vi4xF9BD;
vi5x7531 = vi5xF9BD;
vi6x7531 = vi6xF9BD;
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x7BDF, vk00));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x7BDF, vk00));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi4x7BDF, vk00));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x7BDF, vk10));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x7BDF, vk10));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi5x7BDF, vk10));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x7BDF, vk20));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x7BDF, vk20));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi6x7BDF, vk20));
__m128 vo0 = _mm_max_ps(vo0p0, vmin);
__m128 vo1 = _mm_max_ps(vo1p0, vmin);
__m128 vo2 = _mm_max_ps(vo2p0, vmin);
vo0 = _mm_min_ps(vo0, vmax);
vo1 = _mm_min_ps(vo1, vmax);
vo2 = _mm_min_ps(vo2, vmax);
if (w == 7 * sizeof(float)) {
_mm_storeu_ps(o2, vo2);
o2 += 4;
_mm_storeu_ps(o1, vo1);
o1 += 4;
_mm_storeu_ps(o0, vo0);
o0 += 4;
} else {
w += 1 * sizeof(float);
if (w & (4 * sizeof(float))) {
_mm_storel_pi((__m64*) o2, vo2);
o2 += 2;
_mm_storel_pi((__m64*) o1, vo1);
o1 += 2;
_mm_storel_pi((__m64*) o0, vo0);
o0 += 2;
vo0 = _mm_movehl_ps(vo0, vo0);
vo1 = _mm_movehl_ps(vo1, vo1);
vo2 = _mm_movehl_ps(vo2, vo2);
}
if (w & (2 * sizeof(float))) {
_mm_store_ss(o2, vo2);
o2 += 1;
_mm_store_ss(o1, vo1);
o1 += 1;
_mm_store_ss(o0, vo0);
o0 += 1;
}
}
}
i0 = (const float*) ((uintptr_t) i6 - input_decrement);
i1 = (const float*) ((uintptr_t) i0 + input_width);
i2 = (const float*) ((uintptr_t) i1 + input_width);
i3 = (const float*) ((uintptr_t) i2 + input_width);
i4 = (const float*) ((uintptr_t) i3 + input_width);
i5 = (const float*) ((uintptr_t) i4 + input_width);
i6 = (const float*) ((uintptr_t) i5 + input_width);
o0 = o2;
o1 = (float*) ((uintptr_t) o0 + output_width);
o2 = (float*) ((uintptr_t) o1 + output_width);
output_height = doz(output_height, 3);
padded_input_height = doz(padded_input_height, 6);
} while (output_height != 0);
}