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// Auto-generated file. Do not edit!
// Template: src/f32-dwconv2d-chw/3x3p1-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_3x3p1__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)]) XNN_OOB_READS
{
assert(input_height != 0);
assert(input_width != 0);
assert(input_width % sizeof(float) == 0);
assert(padding_top == 1);
const __m128 vmask = _mm_load_ps((const float*) params->sse_stride1.mask);
const __m128 vmax = _mm_load_ps(params->sse_stride1.max);
const __m128 vmin = _mm_load_ps(params->sse_stride1.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_up_po2(input_width, 4 * sizeof(float));
const float* i0 = zero;
const float* i1 = input;
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);
float* o0 = output;
float* o1 = (float*) ((uintptr_t) o0 + input_width);
float* o2 = (float*) ((uintptr_t) o1 + input_width);
size_t output_height = input_height;
do {
if XNN_UNPREDICTABLE(output_height < 2) {
i2 = zero;
o1 = o0;
}
if XNN_UNPREDICTABLE(output_height < 3) {
i3 = zero;
o2 = o1;
}
if XNN_UNPREDICTABLE(output_height < 4) {
i4 = zero;
}
// vi0x3012 = ( vi02, vi01, vi{M}0, vi{M}3 )
__m128 vi0x3012 = _mm_setzero_ps();
// vi1x3012 = ( vi12, vi11, vi{M}0, vi{M}3 )
__m128 vi1x3012 = _mm_setzero_ps();
// vi2x3012 = ( vi22, vi21, vi{M}0, vi{M}3 )
__m128 vi2x3012 = _mm_setzero_ps();
// vi3x3012 = ( vi32, vi31, vi{M}0, vi{M}3 )
__m128 vi3x3012 = _mm_setzero_ps();
// vi4x3012 = ( vi42, vi41, vi{M}0, vi{M}3 )
__m128 vi4x3012 = _mm_setzero_ps();
__m128 vi0x4567 = _mm_loadu_ps(i0);
i0 += 4;
__m128 vi1x4567 = _mm_loadu_ps(i1);
i1 += 4;
__m128 vi2x4567 = _mm_loadu_ps(i2);
i2 += 4;
__m128 vi3x4567 = _mm_loadu_ps(i3);
i3 += 4;
__m128 vi4x4567 = _mm_loadu_ps(i4);
i4 += 4;
size_t w = input_width;
for (; w > 4 * sizeof(float); w -= 4 * sizeof(float)) {
// vi0x89AB = ( vi0B, vi0A, vi09, vi08 )
const __m128 vi0x89AB = _mm_loadu_ps(i0);
i0 += 4;
// vi1x89AB = ( vi1B, vi1A, vi19, vi18 )
const __m128 vi1x89AB = _mm_loadu_ps(i1);
i1 += 4;
// vi2x89AB = ( vi2B, vi2A, vi29, vi28 )
const __m128 vi2x89AB = _mm_loadu_ps(i2);
i2 += 4;
// vi3x89AB = ( vi3B, vi3A, vi39, vi38 )
const __m128 vi3x89AB = _mm_loadu_ps(i3);
i3 += 4;
// vi4x89AB = ( vi4B, vi4A, vi49, vi48 )
const __m128 vi4x89AB = _mm_loadu_ps(i4);
i4 += 4;
// vi0x7456 = ( vi06, vi05, vi04, vi07 )
const __m128 vi0x7456 = _mm_shuffle_ps(vi0x4567, vi0x4567, _MM_SHUFFLE(2, 1, 0, 3));
// vi1x7456 = ( vi16, vi15, vi14, vi17 )
const __m128 vi1x7456 = _mm_shuffle_ps(vi1x4567, vi1x4567, _MM_SHUFFLE(2, 1, 0, 3));
// vi2x7456 = ( vi26, vi25, vi24, vi27 )
const __m128 vi2x7456 = _mm_shuffle_ps(vi2x4567, vi2x4567, _MM_SHUFFLE(2, 1, 0, 3));
// vi3x7456 = ( vi36, vi35, vi34, vi37 )
const __m128 vi3x7456 = _mm_shuffle_ps(vi3x4567, vi3x4567, _MM_SHUFFLE(2, 1, 0, 3));
// vi4x7456 = ( vi46, vi45, vi44, vi47 )
const __m128 vi4x7456 = _mm_shuffle_ps(vi4x4567, vi4x4567, _MM_SHUFFLE(2, 1, 0, 3));
__m128 vo0p0 = _mm_add_ps(vbias, _mm_mul_ps(vi0x4567, vk01));
__m128 vo1p0 = _mm_add_ps(vbias, _mm_mul_ps(vi1x4567, vk01));
__m128 vo2p0 = _mm_add_ps(vbias, _mm_mul_ps(vi2x4567, vk01));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x4567, vk11));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x4567, vk11));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi3x4567, vk11));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x4567, vk21));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x4567, vk21));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi4x4567, vk21));
// vi0x3456 = ( vi06, vi05, vi04, vi03 )
const __m128 vi0x3456 = _mm_move_ss(vi0x7456, vi0x3012);
// vi1x3456 = ( vi16, vi15, vi14, vi13 )
const __m128 vi1x3456 = _mm_move_ss(vi1x7456, vi1x3012);
// vi2x3456 = ( vi26, vi25, vi24, vi23 )
const __m128 vi2x3456 = _mm_move_ss(vi2x7456, vi2x3012);
// vi3x3456 = ( vi36, vi35, vi34, vi33 )
const __m128 vi3x3456 = _mm_move_ss(vi3x7456, vi3x3012);
// vi4x3456 = ( vi46, vi45, vi44, vi43 )
const __m128 vi4x3456 = _mm_move_ss(vi4x7456, vi4x3012);
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x3456, vk00));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi1x3456, vk00));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi2x3456, vk00));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x3456, vk10));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x3456, vk10));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi3x3456, vk10));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x3456, vk20));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x3456, vk20));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi4x3456, vk20));
vi0x3012 = vi0x7456;
vi1x3012 = vi1x7456;
vi2x3012 = vi2x7456;
vi3x3012 = vi3x7456;
vi4x3012 = vi4x7456;
// vi0x8567 = ( vi07, vi06, vi05, vi08 )
const __m128 vi0x8567 = _mm_move_ss(vi0x4567, vi0x89AB);
// vi1x8567 = ( vi17, vi16, vi15, vi18 )
const __m128 vi1x8567 = _mm_move_ss(vi1x4567, vi1x89AB);
// vi2x8567 = ( vi27, vi26, vi25, vi28 )
const __m128 vi2x8567 = _mm_move_ss(vi2x4567, vi2x89AB);
// vi3x8567 = ( vi37, vi36, vi35, vi38 )
const __m128 vi3x8567 = _mm_move_ss(vi3x4567, vi3x89AB);
// vi4x8567 = ( vi47, vi46, vi45, vi48 )
const __m128 vi4x8567 = _mm_move_ss(vi4x4567, vi4x89AB);
// vi0x5678 = ( vi08, vi07, vi06, vi05 )
const __m128 vi0x5678 = _mm_shuffle_ps(vi0x8567, vi0x8567, _MM_SHUFFLE(0, 3, 2, 1));
// vi1x5678 = ( vi18, vi17, vi16, vi15 )
const __m128 vi1x5678 = _mm_shuffle_ps(vi1x8567, vi1x8567, _MM_SHUFFLE(0, 3, 2, 1));
// vi2x5678 = ( vi28, vi27, vi26, vi25 )
const __m128 vi2x5678 = _mm_shuffle_ps(vi2x8567, vi2x8567, _MM_SHUFFLE(0, 3, 2, 1));
// vi3x5678 = ( vi38, vi37, vi36, vi35 )
const __m128 vi3x5678 = _mm_shuffle_ps(vi3x8567, vi3x8567, _MM_SHUFFLE(0, 3, 2, 1));
// vi4x5678 = ( vi48, vi47, vi46, vi45 )
const __m128 vi4x5678 = _mm_shuffle_ps(vi4x8567, vi4x8567, _MM_SHUFFLE(0, 3, 2, 1));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x5678, vk02));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi1x5678, vk02));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi2x5678, vk02));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x5678, vk12));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x5678, vk12));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi3x5678, vk12));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x5678, vk22));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x5678, vk22));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi4x5678, vk22));
vi0x4567 = vi0x89AB;
vi1x4567 = vi1x89AB;
vi2x4567 = vi2x89AB;
vi3x4567 = vi3x89AB;
vi4x4567 = vi4x89AB;
__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;
}
// Always process the last block of 1..4 pixels.
assert(w >= 1 * sizeof(float));
assert(w <= 4 * sizeof(float));
{
vi0x4567 = _mm_and_ps(vmask, vi0x4567);
vi1x4567 = _mm_and_ps(vmask, vi1x4567);
vi2x4567 = _mm_and_ps(vmask, vi2x4567);
vi3x4567 = _mm_and_ps(vmask, vi3x4567);
vi4x4567 = _mm_and_ps(vmask, vi4x4567);
// vi0x7456 = ( vi06, vi05, vi04, vi07 )
const __m128 vi0x7456 = _mm_shuffle_ps(vi0x4567, vi0x4567, _MM_SHUFFLE(2, 1, 0, 3));
// vi1x7456 = ( vi16, vi15, vi14, vi17 )
const __m128 vi1x7456 = _mm_shuffle_ps(vi1x4567, vi1x4567, _MM_SHUFFLE(2, 1, 0, 3));
// vi2x7456 = ( vi26, vi25, vi24, vi27 )
const __m128 vi2x7456 = _mm_shuffle_ps(vi2x4567, vi2x4567, _MM_SHUFFLE(2, 1, 0, 3));
// vi3x7456 = ( vi36, vi35, vi34, vi37 )
const __m128 vi3x7456 = _mm_shuffle_ps(vi3x4567, vi3x4567, _MM_SHUFFLE(2, 1, 0, 3));
// vi4x7456 = ( vi46, vi45, vi44, vi47 )
const __m128 vi4x7456 = _mm_shuffle_ps(vi4x4567, vi4x4567, _MM_SHUFFLE(2, 1, 0, 3));
__m128 vo0p0 = _mm_add_ps(vbias, _mm_mul_ps(vi0x4567, vk01));
__m128 vo1p0 = _mm_add_ps(vbias, _mm_mul_ps(vi1x4567, vk01));
__m128 vo2p0 = _mm_add_ps(vbias, _mm_mul_ps(vi2x4567, vk01));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x4567, vk11));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x4567, vk11));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi3x4567, vk11));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x4567, vk21));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x4567, vk21));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi4x4567, vk21));
// vi0x3456 = ( vi06, vi05, vi04, vi03 )
const __m128 vi0x3456 = _mm_move_ss(vi0x7456, vi0x3012);
// vi1x3456 = ( vi16, vi15, vi14, vi13 )
const __m128 vi1x3456 = _mm_move_ss(vi1x7456, vi1x3012);
// vi2x3456 = ( vi26, vi25, vi24, vi23 )
const __m128 vi2x3456 = _mm_move_ss(vi2x7456, vi2x3012);
// vi3x3456 = ( vi36, vi35, vi34, vi33 )
const __m128 vi3x3456 = _mm_move_ss(vi3x7456, vi3x3012);
// vi4x3456 = ( vi46, vi45, vi44, vi43 )
const __m128 vi4x3456 = _mm_move_ss(vi4x7456, vi4x3012);
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x3456, vk00));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi1x3456, vk00));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi2x3456, vk00));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x3456, vk10));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x3456, vk10));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi3x3456, vk10));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x3456, vk20));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x3456, vk20));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi4x3456, vk20));
const __m128 vzero = _mm_setzero_ps();
// vi0x8567 = ( vi07, vi06, vi05, 0.0 )
const __m128 vi0x8567 = _mm_move_ss(vi0x4567, vzero);
// vi1x8567 = ( vi17, vi16, vi15, 0.0 )
const __m128 vi1x8567 = _mm_move_ss(vi1x4567, vzero);
// vi2x8567 = ( vi27, vi26, vi25, 0.0 )
const __m128 vi2x8567 = _mm_move_ss(vi2x4567, vzero);
// vi3x8567 = ( vi37, vi36, vi35, 0.0 )
const __m128 vi3x8567 = _mm_move_ss(vi3x4567, vzero);
// vi4x8567 = ( vi47, vi46, vi45, 0.0 )
const __m128 vi4x8567 = _mm_move_ss(vi4x4567, vzero);
// vi0x5678 = ( vi08, vi07, vi06, vi05 )
const __m128 vi0x5678 = _mm_shuffle_ps(vi0x8567, vi0x8567, _MM_SHUFFLE(0, 3, 2, 1));
// vi1x5678 = ( vi18, vi17, vi16, vi15 )
const __m128 vi1x5678 = _mm_shuffle_ps(vi1x8567, vi1x8567, _MM_SHUFFLE(0, 3, 2, 1));
// vi2x5678 = ( vi28, vi27, vi26, vi25 )
const __m128 vi2x5678 = _mm_shuffle_ps(vi2x8567, vi2x8567, _MM_SHUFFLE(0, 3, 2, 1));
// vi3x5678 = ( vi38, vi37, vi36, vi35 )
const __m128 vi3x5678 = _mm_shuffle_ps(vi3x8567, vi3x8567, _MM_SHUFFLE(0, 3, 2, 1));
// vi4x5678 = ( vi48, vi47, vi46, vi45 )
const __m128 vi4x5678 = _mm_shuffle_ps(vi4x8567, vi4x8567, _MM_SHUFFLE(0, 3, 2, 1));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x5678, vk02));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi1x5678, vk02));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi2x5678, vk02));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x5678, vk12));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x5678, vk12));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi3x5678, vk12));
vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x5678, vk22));
vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x5678, vk22));
vo2p0 = _mm_add_ps(vo2p0, _mm_mul_ps(vi4x5678, vk22));
__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 XNN_LIKELY(w == 4 * sizeof(float)) {
_mm_storeu_ps(o2, vo2);
o2 += 4;
_mm_storeu_ps(o1, vo1);
o1 += 4;
_mm_storeu_ps(o0, vo0);
o0 += 4;
} else {
if (w & (2 * 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 & (1 * 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) i3 - input_decrement);
i1 = (const float*) ((uintptr_t) i4 - input_decrement);
i2 = (const float*) ((uintptr_t) i1 + input_width);
i3 = (const float*) ((uintptr_t) i2 + input_width);
i4 = (const float*) ((uintptr_t) i3 + input_width);
o0 = o2;
o1 = (float*) ((uintptr_t) o0 + input_width);
o2 = (float*) ((uintptr_t) o1 + input_width);
output_height = doz(output_height, 3);
} while (output_height != 0);
}
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