| // Auto-generated file. Do not edit! |
| // Template: src/qs8-dwconv/unipass-sse-mul32.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> |
| |
| #if defined(__GNUC__) || defined(__clang__) |
| #include <x86intrin.h> |
| #else |
| #include <immintrin.h> |
| #include <ammintrin.h> |
| #endif |
| |
| #include <xnnpack/dwconv.h> |
| #include <xnnpack/intrinsics-polyfill.h> |
| |
| |
| void xnn_qu8_dwconv_minmax_fp32_ukernel_up16x25__xop_mul32( |
| size_t channels, |
| size_t output_width, |
| const uint8_t** input, |
| const void* weights, |
| uint8_t* output, |
| size_t input_stride, |
| size_t output_increment, |
| size_t input_offset, |
| const uint8_t* zero, |
| const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN XNN_DISABLE_MSAN |
| { |
| assert(channels != 0); |
| assert(output_width != 0); |
| |
| const __m128i vk_zero_point = _mm_cvtepu16_epi32(_mm_loadl_epi64((const __m128i*) params->fp32_sse2.kernel_zero_point)); |
| do { |
| const uint8_t* i0 = input[0]; |
| assert(i0 != NULL); |
| if XNN_UNPREDICTABLE(i0 != zero) { |
| i0 = (const uint8_t*) ((uintptr_t) i0 + input_offset); |
| } |
| const uint8_t* i1 = input[1]; |
| assert(i1 != NULL); |
| if XNN_UNPREDICTABLE(i1 != zero) { |
| i1 = (const uint8_t*) ((uintptr_t) i1 + input_offset); |
| } |
| const uint8_t* i2 = input[2]; |
| assert(i2 != NULL); |
| if XNN_UNPREDICTABLE(i2 != zero) { |
| i2 = (const uint8_t*) ((uintptr_t) i2 + input_offset); |
| } |
| const uint8_t* i3 = input[3]; |
| assert(i3 != NULL); |
| if XNN_UNPREDICTABLE(i3 != zero) { |
| i3 = (const uint8_t*) ((uintptr_t) i3 + input_offset); |
| } |
| const uint8_t* i4 = input[4]; |
| assert(i4 != NULL); |
| if XNN_UNPREDICTABLE(i4 != zero) { |
| i4 = (const uint8_t*) ((uintptr_t) i4 + input_offset); |
| } |
| const uint8_t* i5 = input[5]; |
| assert(i5 != NULL); |
| if XNN_UNPREDICTABLE(i5 != zero) { |
| i5 = (const uint8_t*) ((uintptr_t) i5 + input_offset); |
| } |
| const uint8_t* i6 = input[6]; |
| assert(i6 != NULL); |
| if XNN_UNPREDICTABLE(i6 != zero) { |
| i6 = (const uint8_t*) ((uintptr_t) i6 + input_offset); |
| } |
| const uint8_t* i7 = input[7]; |
| assert(i7 != NULL); |
| if XNN_UNPREDICTABLE(i7 != zero) { |
| i7 = (const uint8_t*) ((uintptr_t) i7 + input_offset); |
| } |
| const uint8_t* i8 = input[8]; |
| assert(i8 != NULL); |
| if XNN_UNPREDICTABLE(i8 != zero) { |
| i8 = (const uint8_t*) ((uintptr_t) i8 + input_offset); |
| } |
| const uint8_t* i9 = input[9]; |
| assert(i9 != NULL); |
| if XNN_UNPREDICTABLE(i9 != zero) { |
| i9 = (const uint8_t*) ((uintptr_t) i9 + input_offset); |
| } |
| const uint8_t* i10 = input[10]; |
| assert(i10 != NULL); |
| if XNN_UNPREDICTABLE(i10 != zero) { |
| i10 = (const uint8_t*) ((uintptr_t) i10 + input_offset); |
| } |
| const uint8_t* i11 = input[11]; |
| assert(i11 != NULL); |
| if XNN_UNPREDICTABLE(i11 != zero) { |
| i11 = (const uint8_t*) ((uintptr_t) i11 + input_offset); |
| } |
| const uint8_t* i12 = input[12]; |
| assert(i12 != NULL); |
| if XNN_UNPREDICTABLE(i12 != zero) { |
| i12 = (const uint8_t*) ((uintptr_t) i12 + input_offset); |
| } |
| const uint8_t* i13 = input[13]; |
| assert(i13 != NULL); |
| if XNN_UNPREDICTABLE(i13 != zero) { |
| i13 = (const uint8_t*) ((uintptr_t) i13 + input_offset); |
| } |
| const uint8_t* i14 = input[14]; |
| assert(i14 != NULL); |
| if XNN_UNPREDICTABLE(i14 != zero) { |
| i14 = (const uint8_t*) ((uintptr_t) i14 + input_offset); |
| } |
| const uint8_t* i15 = input[15]; |
| assert(i15 != NULL); |
| if XNN_UNPREDICTABLE(i15 != zero) { |
| i15 = (const uint8_t*) ((uintptr_t) i15 + input_offset); |
| } |
| const uint8_t* i16 = input[16]; |
| assert(i16 != NULL); |
| if XNN_UNPREDICTABLE(i16 != zero) { |
| i16 = (const uint8_t*) ((uintptr_t) i16 + input_offset); |
| } |
| const uint8_t* i17 = input[17]; |
| assert(i17 != NULL); |
| if XNN_UNPREDICTABLE(i17 != zero) { |
| i17 = (const uint8_t*) ((uintptr_t) i17 + input_offset); |
| } |
| const uint8_t* i18 = input[18]; |
| assert(i18 != NULL); |
| if XNN_UNPREDICTABLE(i18 != zero) { |
| i18 = (const uint8_t*) ((uintptr_t) i18 + input_offset); |
| } |
| const uint8_t* i19 = input[19]; |
| assert(i19 != NULL); |
| if XNN_UNPREDICTABLE(i19 != zero) { |
| i19 = (const uint8_t*) ((uintptr_t) i19 + input_offset); |
| } |
| const uint8_t* i20 = input[20]; |
| assert(i20 != NULL); |
| if XNN_UNPREDICTABLE(i20 != zero) { |
| i20 = (const uint8_t*) ((uintptr_t) i20 + input_offset); |
| } |
| const uint8_t* i21 = input[21]; |
| assert(i21 != NULL); |
| if XNN_UNPREDICTABLE(i21 != zero) { |
| i21 = (const uint8_t*) ((uintptr_t) i21 + input_offset); |
| } |
| const uint8_t* i22 = input[22]; |
| assert(i22 != NULL); |
| if XNN_UNPREDICTABLE(i22 != zero) { |
| i22 = (const uint8_t*) ((uintptr_t) i22 + input_offset); |
| } |
| const uint8_t* i23 = input[23]; |
| assert(i23 != NULL); |
| if XNN_UNPREDICTABLE(i23 != zero) { |
| i23 = (const uint8_t*) ((uintptr_t) i23 + input_offset); |
| } |
| const uint8_t* i24 = input[24]; |
| assert(i24 != NULL); |
| if XNN_UNPREDICTABLE(i24 != zero) { |
| i24 = (const uint8_t*) ((uintptr_t) i24 + input_offset); |
| } |
| input = (const uint8_t**) ((uintptr_t) input + input_stride); |
| |
| size_t c = channels; |
| const void* w = weights; |
| for (; c >= 16; c -= 16) { |
| __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w); |
| __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4)); |
| __m128i vacc89AB = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 8)); |
| __m128i vaccCDEF = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 12)); |
| |
| |
| const __m128i vi0x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i0)); |
| const __m128i vk0x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 0 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi0x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i0 + 4)); |
| const __m128i vk0x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 4 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi0x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i0 + 8)); |
| const __m128i vk0x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 8 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi0xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i0 + 12)); |
| const __m128i vk0xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 12 * sizeof(uint8_t)))), vk_zero_point); |
| i0 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi0x0123, vk0x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi0x4567, vk0x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi0x89AB, vk0x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi0xCDEF, vk0xCDEF, vaccCDEF); |
| |
| const __m128i vi1x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i1)); |
| const __m128i vk1x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 16 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi1x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i1 + 4)); |
| const __m128i vk1x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 20 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi1x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i1 + 8)); |
| const __m128i vk1x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 24 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi1xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i1 + 12)); |
| const __m128i vk1xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 28 * sizeof(uint8_t)))), vk_zero_point); |
| i1 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi1x0123, vk1x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi1x4567, vk1x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi1x89AB, vk1x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi1xCDEF, vk1xCDEF, vaccCDEF); |
| |
| const __m128i vi2x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i2)); |
| const __m128i vk2x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 32 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi2x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i2 + 4)); |
| const __m128i vk2x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 36 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi2x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i2 + 8)); |
| const __m128i vk2x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 40 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi2xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i2 + 12)); |
| const __m128i vk2xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 44 * sizeof(uint8_t)))), vk_zero_point); |
| i2 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi2x0123, vk2x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi2x4567, vk2x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi2x89AB, vk2x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi2xCDEF, vk2xCDEF, vaccCDEF); |
| |
| const __m128i vi3x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i3)); |
| const __m128i vk3x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 48 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi3x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i3 + 4)); |
| const __m128i vk3x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 52 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi3x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i3 + 8)); |
| const __m128i vk3x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 56 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi3xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i3 + 12)); |
| const __m128i vk3xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 60 * sizeof(uint8_t)))), vk_zero_point); |
| i3 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi3x0123, vk3x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi3x4567, vk3x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi3x89AB, vk3x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi3xCDEF, vk3xCDEF, vaccCDEF); |
| |
| const __m128i vi4x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i4)); |
| const __m128i vk4x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 64 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi4x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i4 + 4)); |
| const __m128i vk4x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 68 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi4x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i4 + 8)); |
| const __m128i vk4x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 72 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi4xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i4 + 12)); |
| const __m128i vk4xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 76 * sizeof(uint8_t)))), vk_zero_point); |
| i4 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi4x0123, vk4x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi4x4567, vk4x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi4x89AB, vk4x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi4xCDEF, vk4xCDEF, vaccCDEF); |
| |
| const __m128i vi5x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i5)); |
| const __m128i vk5x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 80 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi5x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i5 + 4)); |
| const __m128i vk5x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 84 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi5x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i5 + 8)); |
| const __m128i vk5x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 88 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi5xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i5 + 12)); |
| const __m128i vk5xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 92 * sizeof(uint8_t)))), vk_zero_point); |
| i5 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi5x0123, vk5x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi5x4567, vk5x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi5x89AB, vk5x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi5xCDEF, vk5xCDEF, vaccCDEF); |
| |
| const __m128i vi6x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i6)); |
| const __m128i vk6x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 96 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi6x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i6 + 4)); |
| const __m128i vk6x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 100 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi6x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i6 + 8)); |
| const __m128i vk6x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 104 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi6xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i6 + 12)); |
| const __m128i vk6xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 108 * sizeof(uint8_t)))), vk_zero_point); |
| i6 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi6x0123, vk6x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi6x4567, vk6x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi6x89AB, vk6x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi6xCDEF, vk6xCDEF, vaccCDEF); |
| |
| const __m128i vi7x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i7)); |
| const __m128i vk7x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 112 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi7x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i7 + 4)); |
| const __m128i vk7x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 116 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi7x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i7 + 8)); |
| const __m128i vk7x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 120 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi7xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i7 + 12)); |
| const __m128i vk7xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 124 * sizeof(uint8_t)))), vk_zero_point); |
| i7 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi7x0123, vk7x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi7x4567, vk7x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi7x89AB, vk7x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi7xCDEF, vk7xCDEF, vaccCDEF); |
| |
| const __m128i vi8x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i8)); |
| const __m128i vk8x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 128 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi8x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i8 + 4)); |
| const __m128i vk8x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 132 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi8x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i8 + 8)); |
| const __m128i vk8x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 136 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi8xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i8 + 12)); |
| const __m128i vk8xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 140 * sizeof(uint8_t)))), vk_zero_point); |
| i8 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi8x0123, vk8x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi8x4567, vk8x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi8x89AB, vk8x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi8xCDEF, vk8xCDEF, vaccCDEF); |
| |
| const __m128i vi9x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i9)); |
| const __m128i vk9x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 144 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi9x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i9 + 4)); |
| const __m128i vk9x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 148 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi9x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i9 + 8)); |
| const __m128i vk9x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 152 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi9xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i9 + 12)); |
| const __m128i vk9xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 156 * sizeof(uint8_t)))), vk_zero_point); |
| i9 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi9x0123, vk9x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi9x4567, vk9x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi9x89AB, vk9x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi9xCDEF, vk9xCDEF, vaccCDEF); |
| |
| const __m128i vi10x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i10)); |
| const __m128i vk10x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 160 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi10x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i10 + 4)); |
| const __m128i vk10x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 164 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi10x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i10 + 8)); |
| const __m128i vk10x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 168 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi10xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i10 + 12)); |
| const __m128i vk10xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 172 * sizeof(uint8_t)))), vk_zero_point); |
| i10 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi10x0123, vk10x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi10x4567, vk10x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi10x89AB, vk10x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi10xCDEF, vk10xCDEF, vaccCDEF); |
| |
| const __m128i vi11x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i11)); |
| const __m128i vk11x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 176 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi11x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i11 + 4)); |
| const __m128i vk11x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 180 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi11x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i11 + 8)); |
| const __m128i vk11x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 184 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi11xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i11 + 12)); |
| const __m128i vk11xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 188 * sizeof(uint8_t)))), vk_zero_point); |
| i11 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi11x0123, vk11x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi11x4567, vk11x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi11x89AB, vk11x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi11xCDEF, vk11xCDEF, vaccCDEF); |
| |
| const __m128i vi12x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i12)); |
| const __m128i vk12x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 192 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi12x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i12 + 4)); |
| const __m128i vk12x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 196 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi12x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i12 + 8)); |
| const __m128i vk12x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 200 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi12xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i12 + 12)); |
| const __m128i vk12xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 204 * sizeof(uint8_t)))), vk_zero_point); |
| i12 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi12x0123, vk12x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi12x4567, vk12x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi12x89AB, vk12x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi12xCDEF, vk12xCDEF, vaccCDEF); |
| |
| const __m128i vi13x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i13)); |
| const __m128i vk13x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 208 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi13x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i13 + 4)); |
| const __m128i vk13x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 212 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi13x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i13 + 8)); |
| const __m128i vk13x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 216 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi13xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i13 + 12)); |
| const __m128i vk13xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 220 * sizeof(uint8_t)))), vk_zero_point); |
| i13 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi13x0123, vk13x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi13x4567, vk13x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi13x89AB, vk13x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi13xCDEF, vk13xCDEF, vaccCDEF); |
| |
| const __m128i vi14x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i14)); |
| const __m128i vk14x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 224 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi14x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i14 + 4)); |
| const __m128i vk14x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 228 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi14x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i14 + 8)); |
| const __m128i vk14x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 232 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi14xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i14 + 12)); |
| const __m128i vk14xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 236 * sizeof(uint8_t)))), vk_zero_point); |
| i14 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi14x0123, vk14x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi14x4567, vk14x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi14x89AB, vk14x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi14xCDEF, vk14xCDEF, vaccCDEF); |
| |
| const __m128i vi15x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i15)); |
| const __m128i vk15x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 240 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi15x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i15 + 4)); |
| const __m128i vk15x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 244 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi15x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i15 + 8)); |
| const __m128i vk15x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 248 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi15xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i15 + 12)); |
| const __m128i vk15xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 252 * sizeof(uint8_t)))), vk_zero_point); |
| i15 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi15x0123, vk15x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi15x4567, vk15x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi15x89AB, vk15x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi15xCDEF, vk15xCDEF, vaccCDEF); |
| |
| const __m128i vi16x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i16)); |
| const __m128i vk16x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 256 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi16x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i16 + 4)); |
| const __m128i vk16x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 260 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi16x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i16 + 8)); |
| const __m128i vk16x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 264 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi16xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i16 + 12)); |
| const __m128i vk16xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 268 * sizeof(uint8_t)))), vk_zero_point); |
| i16 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi16x0123, vk16x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi16x4567, vk16x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi16x89AB, vk16x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi16xCDEF, vk16xCDEF, vaccCDEF); |
| |
| const __m128i vi17x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i17)); |
| const __m128i vk17x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 272 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi17x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i17 + 4)); |
| const __m128i vk17x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 276 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi17x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i17 + 8)); |
| const __m128i vk17x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 280 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi17xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i17 + 12)); |
| const __m128i vk17xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 284 * sizeof(uint8_t)))), vk_zero_point); |
| i17 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi17x0123, vk17x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi17x4567, vk17x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi17x89AB, vk17x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi17xCDEF, vk17xCDEF, vaccCDEF); |
| |
| const __m128i vi18x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i18)); |
| const __m128i vk18x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 288 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi18x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i18 + 4)); |
| const __m128i vk18x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 292 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi18x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i18 + 8)); |
| const __m128i vk18x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 296 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi18xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i18 + 12)); |
| const __m128i vk18xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 300 * sizeof(uint8_t)))), vk_zero_point); |
| i18 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi18x0123, vk18x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi18x4567, vk18x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi18x89AB, vk18x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi18xCDEF, vk18xCDEF, vaccCDEF); |
| |
| const __m128i vi19x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i19)); |
| const __m128i vk19x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 304 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi19x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i19 + 4)); |
| const __m128i vk19x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 308 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi19x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i19 + 8)); |
| const __m128i vk19x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 312 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi19xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i19 + 12)); |
| const __m128i vk19xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 316 * sizeof(uint8_t)))), vk_zero_point); |
| i19 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi19x0123, vk19x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi19x4567, vk19x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi19x89AB, vk19x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi19xCDEF, vk19xCDEF, vaccCDEF); |
| |
| const __m128i vi20x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i20)); |
| const __m128i vk20x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 320 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi20x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i20 + 4)); |
| const __m128i vk20x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 324 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi20x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i20 + 8)); |
| const __m128i vk20x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 328 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi20xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i20 + 12)); |
| const __m128i vk20xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 332 * sizeof(uint8_t)))), vk_zero_point); |
| i20 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi20x0123, vk20x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi20x4567, vk20x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi20x89AB, vk20x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi20xCDEF, vk20xCDEF, vaccCDEF); |
| |
| const __m128i vi21x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i21)); |
| const __m128i vk21x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 336 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi21x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i21 + 4)); |
| const __m128i vk21x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 340 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi21x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i21 + 8)); |
| const __m128i vk21x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 344 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi21xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i21 + 12)); |
| const __m128i vk21xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 348 * sizeof(uint8_t)))), vk_zero_point); |
| i21 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi21x0123, vk21x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi21x4567, vk21x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi21x89AB, vk21x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi21xCDEF, vk21xCDEF, vaccCDEF); |
| |
| const __m128i vi22x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i22)); |
| const __m128i vk22x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 352 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi22x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i22 + 4)); |
| const __m128i vk22x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 356 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi22x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i22 + 8)); |
| const __m128i vk22x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 360 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi22xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i22 + 12)); |
| const __m128i vk22xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 364 * sizeof(uint8_t)))), vk_zero_point); |
| i22 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi22x0123, vk22x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi22x4567, vk22x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi22x89AB, vk22x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi22xCDEF, vk22xCDEF, vaccCDEF); |
| |
| const __m128i vi23x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i23)); |
| const __m128i vk23x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 368 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi23x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i23 + 4)); |
| const __m128i vk23x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 372 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi23x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i23 + 8)); |
| const __m128i vk23x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 376 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi23xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i23 + 12)); |
| const __m128i vk23xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 380 * sizeof(uint8_t)))), vk_zero_point); |
| i23 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi23x0123, vk23x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi23x4567, vk23x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi23x89AB, vk23x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi23xCDEF, vk23xCDEF, vaccCDEF); |
| |
| const __m128i vi24x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i24)); |
| const __m128i vk24x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 384 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi24x4567 = _mm_cvtepu8_epi32(_mm_loadu_si32(i24 + 4)); |
| const __m128i vk24x4567 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 388 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi24x89AB = _mm_cvtepu8_epi32(_mm_loadu_si32(i24 + 8)); |
| const __m128i vk24x89AB = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 392 * sizeof(uint8_t)))), vk_zero_point); |
| const __m128i vi24xCDEF = _mm_cvtepu8_epi32(_mm_loadu_si32(i24 + 12)); |
| const __m128i vk24xCDEF = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 396 * sizeof(uint8_t)))), vk_zero_point); |
| i24 += 16; |
| |
| vacc0123 = _mm_macc_epi32(vi24x0123, vk24x0123, vacc0123); |
| vacc4567 = _mm_macc_epi32(vi24x4567, vk24x4567, vacc4567); |
| vacc89AB = _mm_macc_epi32(vi24x89AB, vk24x89AB, vacc89AB); |
| vaccCDEF = _mm_macc_epi32(vi24xCDEF, vk24xCDEF, vaccCDEF); |
| |
| w = (const void*) ((uintptr_t) w + 16 * sizeof(int32_t) + 400 * sizeof(uint8_t)); |
| |
| __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123); |
| __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567); |
| __m128 vscaled89AB = _mm_cvtepi32_ps(vacc89AB); |
| __m128 vscaledCDEF = _mm_cvtepi32_ps(vaccCDEF); |
| |
| const __m128 vscale = _mm_load_ps(params->fp32_sse2.scale); |
| vscaled0123 = _mm_mul_ps(vscaled0123, vscale); |
| vscaled4567 = _mm_mul_ps(vscaled4567, vscale); |
| vscaled89AB = _mm_mul_ps(vscaled89AB, vscale); |
| vscaledCDEF = _mm_mul_ps(vscaledCDEF, vscale); |
| |
| vacc0123 = _mm_cvtps_epi32(vscaled0123); |
| vacc4567 = _mm_cvtps_epi32(vscaled4567); |
| vacc89AB = _mm_cvtps_epi32(vscaled89AB); |
| vaccCDEF = _mm_cvtps_epi32(vscaledCDEF); |
| |
| const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse2.output_zero_point); |
| __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point); |
| __m128i vout89ABCDEF = _mm_adds_epi16(_mm_packs_epi32(vacc89AB, vaccCDEF), voutput_zero_point); |
| |
| const __m128i voutput_min = _mm_load_si128((const __m128i*) params->fp32_sse2.output_min); |
| const __m128i voutput_max = _mm_load_si128((const __m128i*) params->fp32_sse2.output_max); |
| __m128i vout0123456789ABCDEF = _mm_packus_epi16(vout01234567, vout89ABCDEF); |
| vout0123456789ABCDEF = _mm_max_epu8(vout0123456789ABCDEF, voutput_min); |
| vout0123456789ABCDEF = _mm_min_epu8(vout0123456789ABCDEF, voutput_max); |
| |
| _mm_storeu_si128((__m128i*) output, vout0123456789ABCDEF); |
| output += 16; |
| } |
| if XNN_UNLIKELY(c != 0) { |
| const uint8_t* k = (const uint8_t*) ((const int32_t*) w + 16); |
| do { |
| __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w); |
| |
| const __m128i vi0x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i0)); |
| const __m128i vk0x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32(k)), vk_zero_point); |
| i0 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi0x0123, vk0x0123, vacc0123); |
| const __m128i vi1x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i1)); |
| const __m128i vk1x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 16))), vk_zero_point); |
| i1 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi1x0123, vk1x0123, vacc0123); |
| const __m128i vi2x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i2)); |
| const __m128i vk2x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 32))), vk_zero_point); |
| i2 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi2x0123, vk2x0123, vacc0123); |
| const __m128i vi3x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i3)); |
| const __m128i vk3x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 48))), vk_zero_point); |
| i3 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi3x0123, vk3x0123, vacc0123); |
| const __m128i vi4x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i4)); |
| const __m128i vk4x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 64))), vk_zero_point); |
| i4 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi4x0123, vk4x0123, vacc0123); |
| const __m128i vi5x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i5)); |
| const __m128i vk5x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 80))), vk_zero_point); |
| i5 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi5x0123, vk5x0123, vacc0123); |
| const __m128i vi6x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i6)); |
| const __m128i vk6x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 96))), vk_zero_point); |
| i6 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi6x0123, vk6x0123, vacc0123); |
| const __m128i vi7x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i7)); |
| const __m128i vk7x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 112))), vk_zero_point); |
| i7 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi7x0123, vk7x0123, vacc0123); |
| const __m128i vi8x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i8)); |
| const __m128i vk8x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 128))), vk_zero_point); |
| i8 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi8x0123, vk8x0123, vacc0123); |
| const __m128i vi9x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i9)); |
| const __m128i vk9x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 144))), vk_zero_point); |
| i9 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi9x0123, vk9x0123, vacc0123); |
| const __m128i vi10x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i10)); |
| const __m128i vk10x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 160))), vk_zero_point); |
| i10 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi10x0123, vk10x0123, vacc0123); |
| const __m128i vi11x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i11)); |
| const __m128i vk11x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 176))), vk_zero_point); |
| i11 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi11x0123, vk11x0123, vacc0123); |
| const __m128i vi12x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i12)); |
| const __m128i vk12x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 192))), vk_zero_point); |
| i12 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi12x0123, vk12x0123, vacc0123); |
| const __m128i vi13x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i13)); |
| const __m128i vk13x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 208))), vk_zero_point); |
| i13 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi13x0123, vk13x0123, vacc0123); |
| const __m128i vi14x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i14)); |
| const __m128i vk14x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 224))), vk_zero_point); |
| i14 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi14x0123, vk14x0123, vacc0123); |
| const __m128i vi15x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i15)); |
| const __m128i vk15x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 240))), vk_zero_point); |
| i15 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi15x0123, vk15x0123, vacc0123); |
| const __m128i vi16x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i16)); |
| const __m128i vk16x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 256))), vk_zero_point); |
| i16 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi16x0123, vk16x0123, vacc0123); |
| const __m128i vi17x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i17)); |
| const __m128i vk17x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 272))), vk_zero_point); |
| i17 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi17x0123, vk17x0123, vacc0123); |
| const __m128i vi18x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i18)); |
| const __m128i vk18x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 288))), vk_zero_point); |
| i18 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi18x0123, vk18x0123, vacc0123); |
| const __m128i vi19x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i19)); |
| const __m128i vk19x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 304))), vk_zero_point); |
| i19 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi19x0123, vk19x0123, vacc0123); |
| const __m128i vi20x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i20)); |
| const __m128i vk20x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 320))), vk_zero_point); |
| i20 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi20x0123, vk20x0123, vacc0123); |
| const __m128i vi21x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i21)); |
| const __m128i vk21x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 336))), vk_zero_point); |
| i21 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi21x0123, vk21x0123, vacc0123); |
| const __m128i vi22x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i22)); |
| const __m128i vk22x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 352))), vk_zero_point); |
| i22 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi22x0123, vk22x0123, vacc0123); |
| const __m128i vi23x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i23)); |
| const __m128i vk23x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 368))), vk_zero_point); |
| i23 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi23x0123, vk23x0123, vacc0123); |
| const __m128i vi24x0123 = _mm_cvtepu8_epi32(_mm_loadu_si32(i24)); |
| const __m128i vk24x0123 = _mm_sub_epi32(_mm_cvtepu8_epi32(_mm_loadu_si32((const void*) (k + 384))), vk_zero_point); |
| i24 += 4; |
| |
| vacc0123 = _mm_macc_epi32(vi24x0123, vk24x0123, vacc0123); |
| |
| k += 4; |
| |
| __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123); |
| vscaled0123 = _mm_mul_ps(vscaled0123, _mm_load_ps(params->fp32_sse2.scale)); |
| vacc0123 = _mm_cvtps_epi32(vscaled0123); |
| |
| w = (const void*) ((const int32_t*) w + 4); |
| |
| const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse2.output_zero_point); |
| __m128i vout0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc0123), voutput_zero_point); |
| |
| vout0123 = _mm_packus_epi16(vout0123, vout0123); |
| vout0123 = _mm_max_epu8(vout0123, _mm_load_si128((const __m128i*) params->fp32_sse2.output_min)); |
| vout0123 = _mm_min_epu8(vout0123, _mm_load_si128((const __m128i*) params->fp32_sse2.output_max)); |
| |
| if XNN_LIKELY(c >= 4) { |
| _mm_storeu_si32(output, vout0123); |
| output += 4; |
| c -= 4; |
| } else { |
| if (c & 2) { |
| *((uint16_t*) output) = (uint16_t) _mm_extract_epi16(vout0123, 0); |
| vout0123 = _mm_srli_epi32(vout0123, 16); |
| output += 2; |
| } |
| if (c & 1) { |
| *output = (uint8_t) _mm_extract_epi8(vout0123, 0); |
| output += 1; |
| } |
| c = 0; |
| } |
| } while (c != 0); |
| } |
| |
| output = (uint8_t*) ((uintptr_t) output + output_increment); |
| } while (--output_width != 0); |
| } |