// Auto-generated file. Do not edit! // Template: src/f32-dwconv2d-chw/5x5s2p2-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 #include #include #include void xnn_f32_dwconv2d_chw_ukernel_5x5s2p2__sse_2x4( 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); assert(padding_top <= 2); 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 vk03 = _mm_load1_ps(weights + 4); const __m128 vk04 = _mm_load1_ps(weights + 5); const __m128 vk10 = _mm_load1_ps(weights + 6); const __m128 vk11 = _mm_load1_ps(weights + 7); const __m128 vk12 = _mm_load1_ps(weights + 8); const __m128 vk13 = _mm_load1_ps(weights + 9); const __m128 vk14 = _mm_load1_ps(weights + 10); const __m128 vk20 = _mm_load1_ps(weights + 11); const __m128 vk21 = _mm_load1_ps(weights + 12); const __m128 vk22 = _mm_load1_ps(weights + 13); const __m128 vk23 = _mm_load1_ps(weights + 14); const __m128 vk24 = _mm_load1_ps(weights + 15); const __m128 vk30 = _mm_load1_ps(weights + 16); const __m128 vk31 = _mm_load1_ps(weights + 17); const __m128 vk32 = _mm_load1_ps(weights + 18); const __m128 vk33 = _mm_load1_ps(weights + 19); const __m128 vk34 = _mm_load1_ps(weights + 20); const __m128 vk40 = _mm_load1_ps(weights + 21); const __m128 vk41 = _mm_load1_ps(weights + 22); const __m128 vk42 = _mm_load1_ps(weights + 23); const __m128 vk43 = _mm_load1_ps(weights + 24); const __m128 vk44 = _mm_load1_ps(weights + 25); const uint32_t padding_top_less_1 = padding_top - 1; const size_t input_decrement = round_up_po2(input_width, 8 * sizeof(float)); const float* i0 = zero; const float* i1 = (const float*) ((uintptr_t) input - ((-padding_top_less_1) & input_width)); const float* i2 = (const float*) ((uintptr_t) i1 + input_width); if XNN_UNPREDICTABLE(padding_top_less_1 != 0) { i1 = zero; } 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); const size_t output_width = round_down_po2((input_width + (2 /* padding */ - 3 /* kernel size */ + 2 /* subsampling */) * sizeof(float)) / 2, sizeof(float)); float* o0 = output; float* o1 = (float*) ((uintptr_t) o0 + output_width); size_t padded_input_height = input_height + (padding_top_less_1 + 1) + 2 /* padding bottom */; size_t output_height = (padded_input_height - 5 /* kernel size */ + 2 /* subsampling */) / 2; do { if XNN_UNPREDICTABLE(padded_input_height < 6) { i3 = zero; } if XNN_UNPREDICTABLE(padded_input_height < 7) { i4 = zero; o1 = o0; } if XNN_UNPREDICTABLE(padded_input_height < 8) { i5 = zero; } if XNN_UNPREDICTABLE(padded_input_height < 9) { i6 = zero; } __m128 vi0x6024 = _mm_setzero_ps(); __m128 vi1x6024 = _mm_setzero_ps(); __m128 vi2x6024 = _mm_setzero_ps(); __m128 vi3x6024 = _mm_setzero_ps(); __m128 vi4x6024 = _mm_setzero_ps(); __m128 vi5x6024 = _mm_setzero_ps(); __m128 vi6x6024 = _mm_setzero_ps(); __m128 vi0x7135 = _mm_setzero_ps(); __m128 vi1x7135 = _mm_setzero_ps(); __m128 vi2x7135 = _mm_setzero_ps(); __m128 vi3x7135 = _mm_setzero_ps(); __m128 vi4x7135 = _mm_setzero_ps(); __m128 vi5x7135 = _mm_setzero_ps(); __m128 vi6x7135 = _mm_setzero_ps(); 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; __m128 vi0x8ACE = _mm_shuffle_ps(vi0x89AB, vi0xCDEF, _MM_SHUFFLE(2, 0, 2, 0)); __m128 vi0x9BDF = _mm_shuffle_ps(vi0x89AB, vi0xCDEF, _MM_SHUFFLE(3, 1, 3, 1)); __m128 vi1x8ACE = _mm_shuffle_ps(vi1x89AB, vi1xCDEF, _MM_SHUFFLE(2, 0, 2, 0)); __m128 vi1x9BDF = _mm_shuffle_ps(vi1x89AB, vi1xCDEF, _MM_SHUFFLE(3, 1, 3, 1)); __m128 vi2x8ACE = _mm_shuffle_ps(vi2x89AB, vi2xCDEF, _MM_SHUFFLE(2, 0, 2, 0)); __m128 vi2x9BDF = _mm_shuffle_ps(vi2x89AB, vi2xCDEF, _MM_SHUFFLE(3, 1, 3, 1)); __m128 vi3x8ACE = _mm_shuffle_ps(vi3x89AB, vi3xCDEF, _MM_SHUFFLE(2, 0, 2, 0)); __m128 vi3x9BDF = _mm_shuffle_ps(vi3x89AB, vi3xCDEF, _MM_SHUFFLE(3, 1, 3, 1)); __m128 vi4x8ACE = _mm_shuffle_ps(vi4x89AB, vi4xCDEF, _MM_SHUFFLE(2, 0, 2, 0)); __m128 vi4x9BDF = _mm_shuffle_ps(vi4x89AB, vi4xCDEF, _MM_SHUFFLE(3, 1, 3, 1)); __m128 vi5x8ACE = _mm_shuffle_ps(vi5x89AB, vi5xCDEF, _MM_SHUFFLE(2, 0, 2, 0)); __m128 vi5x9BDF = _mm_shuffle_ps(vi5x89AB, vi5xCDEF, _MM_SHUFFLE(3, 1, 3, 1)); __m128 vi6x8ACE = _mm_shuffle_ps(vi6x89AB, vi6xCDEF, _MM_SHUFFLE(2, 0, 2, 0)); __m128 vi6x9BDF = _mm_shuffle_ps(vi6x89AB, vi6xCDEF, _MM_SHUFFLE(3, 1, 3, 1)); size_t w = input_width; for (; w > 8 * sizeof(float); w -= 8 * sizeof(float)) { __m128 vo0p0 = _mm_add_ps(vbias, _mm_mul_ps(vi0x8ACE, vk02)); __m128 vo1p0 = _mm_add_ps(vbias, _mm_mul_ps(vi2x8ACE, vk02)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x8ACE, vk12)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x8ACE, vk12)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x8ACE, vk22)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x8ACE, vk22)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi3x8ACE, vk32)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi5x8ACE, vk32)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi4x8ACE, vk42)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi6x8ACE, vk42)); const __m128 vi0xE8AC = _mm_shuffle_ps(vi0x8ACE, vi0x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); const __m128 vi1xE8AC = _mm_shuffle_ps(vi1x8ACE, vi1x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); const __m128 vi2xE8AC = _mm_shuffle_ps(vi2x8ACE, vi2x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); const __m128 vi3xE8AC = _mm_shuffle_ps(vi3x8ACE, vi3x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); const __m128 vi4xE8AC = _mm_shuffle_ps(vi4x8ACE, vi4x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); const __m128 vi5xE8AC = _mm_shuffle_ps(vi5x8ACE, vi5x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); const __m128 vi6xE8AC = _mm_shuffle_ps(vi6x8ACE, vi6x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x9BDF, vk03)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x9BDF, vk03)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x9BDF, vk13)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x9BDF, vk13)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x9BDF, vk23)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x9BDF, vk23)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi3x9BDF, vk33)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi5x9BDF, vk33)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi4x9BDF, vk43)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi6x9BDF, vk43)); const __m128 vi0x68AC = _mm_move_ss(vi0xE8AC, vi0x6024); vi0x6024 = vi0xE8AC; const __m128 vi1x68AC = _mm_move_ss(vi1xE8AC, vi1x6024); vi1x6024 = vi1xE8AC; const __m128 vi2x68AC = _mm_move_ss(vi2xE8AC, vi2x6024); vi2x6024 = vi2xE8AC; const __m128 vi3x68AC = _mm_move_ss(vi3xE8AC, vi3x6024); vi3x6024 = vi3xE8AC; const __m128 vi4x68AC = _mm_move_ss(vi4xE8AC, vi4x6024); vi4x6024 = vi4xE8AC; const __m128 vi5x68AC = _mm_move_ss(vi5xE8AC, vi5x6024); vi5x6024 = vi5xE8AC; const __m128 vi6x68AC = _mm_move_ss(vi6xE8AC, vi6x6024); vi6x6024 = vi6xE8AC; 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(vi0x68AC, vk00)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x68AC, vk00)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x68AC, vk10)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x68AC, vk10)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x68AC, vk20)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x68AC, vk20)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi3x68AC, vk30)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi5x68AC, vk30)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi4x68AC, vk40)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi6x68AC, vk40)); const __m128 vi0xGHIJ = _mm_loadu_ps(i0); const __m128 vi0xKLMN = _mm_loadu_ps(i0 + 4); i0 += 8; const __m128 vi1xGHIJ = _mm_loadu_ps(i1); const __m128 vi1xKLMN = _mm_loadu_ps(i1 + 4); i1 += 8; const __m128 vi2xGHIJ = _mm_loadu_ps(i2); const __m128 vi2xKLMN = _mm_loadu_ps(i2 + 4); i2 += 8; const __m128 vi3xGHIJ = _mm_loadu_ps(i3); const __m128 vi3xKLMN = _mm_loadu_ps(i3 + 4); i3 += 8; const __m128 vi4xGHIJ = _mm_loadu_ps(i4); const __m128 vi4xKLMN = _mm_loadu_ps(i4 + 4); i4 += 8; const __m128 vi5xGHIJ = _mm_loadu_ps(i5); const __m128 vi5xKLMN = _mm_loadu_ps(i5 + 4); i5 += 8; const __m128 vi6xGHIJ = _mm_loadu_ps(i6); const __m128 vi6xKLMN = _mm_loadu_ps(i6 + 4); i6 += 8; const __m128 vi0x79BD = _mm_move_ss(vi0xF9BD, vi0x7135); vi0x7135 = vi0xF9BD; const __m128 vi1x79BD = _mm_move_ss(vi1xF9BD, vi1x7135); vi1x7135 = vi1xF9BD; const __m128 vi2x79BD = _mm_move_ss(vi2xF9BD, vi2x7135); vi2x7135 = vi2xF9BD; const __m128 vi3x79BD = _mm_move_ss(vi3xF9BD, vi3x7135); vi3x7135 = vi3xF9BD; const __m128 vi4x79BD = _mm_move_ss(vi4xF9BD, vi4x7135); vi4x7135 = vi4xF9BD; const __m128 vi5x79BD = _mm_move_ss(vi5xF9BD, vi5x7135); vi5x7135 = vi5xF9BD; const __m128 vi6x79BD = _mm_move_ss(vi6xF9BD, vi6x7135); vi6x7135 = vi6xF9BD; const __m128 vi0xGIKM = _mm_shuffle_ps(vi0xGHIJ, vi0xKLMN, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vi0xHJLN = _mm_shuffle_ps(vi0xGHIJ, vi0xKLMN, _MM_SHUFFLE(3, 1, 3, 1)); vi0x9BDF = vi0xHJLN; const __m128 vi1xGIKM = _mm_shuffle_ps(vi1xGHIJ, vi1xKLMN, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vi1xHJLN = _mm_shuffle_ps(vi1xGHIJ, vi1xKLMN, _MM_SHUFFLE(3, 1, 3, 1)); vi1x9BDF = vi1xHJLN; const __m128 vi2xGIKM = _mm_shuffle_ps(vi2xGHIJ, vi2xKLMN, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vi2xHJLN = _mm_shuffle_ps(vi2xGHIJ, vi2xKLMN, _MM_SHUFFLE(3, 1, 3, 1)); vi2x9BDF = vi2xHJLN; const __m128 vi3xGIKM = _mm_shuffle_ps(vi3xGHIJ, vi3xKLMN, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vi3xHJLN = _mm_shuffle_ps(vi3xGHIJ, vi3xKLMN, _MM_SHUFFLE(3, 1, 3, 1)); vi3x9BDF = vi3xHJLN; const __m128 vi4xGIKM = _mm_shuffle_ps(vi4xGHIJ, vi4xKLMN, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vi4xHJLN = _mm_shuffle_ps(vi4xGHIJ, vi4xKLMN, _MM_SHUFFLE(3, 1, 3, 1)); vi4x9BDF = vi4xHJLN; const __m128 vi5xGIKM = _mm_shuffle_ps(vi5xGHIJ, vi5xKLMN, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vi5xHJLN = _mm_shuffle_ps(vi5xGHIJ, vi5xKLMN, _MM_SHUFFLE(3, 1, 3, 1)); vi5x9BDF = vi5xHJLN; const __m128 vi6xGIKM = _mm_shuffle_ps(vi6xGHIJ, vi6xKLMN, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vi6xHJLN = _mm_shuffle_ps(vi6xGHIJ, vi6xKLMN, _MM_SHUFFLE(3, 1, 3, 1)); vi6x9BDF = vi6xHJLN; vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x79BD, vk01)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x79BD, vk01)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x79BD, vk11)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x79BD, vk11)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x79BD, vk21)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x79BD, vk21)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi3x79BD, vk31)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi5x79BD, vk31)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi4x79BD, vk41)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi6x79BD, vk41)); const __m128 vi0xGACE = _mm_move_ss(vi0x8ACE, vi0xGIKM); vi0x8ACE = vi0xGIKM; const __m128 vi1xGACE = _mm_move_ss(vi1x8ACE, vi1xGIKM); vi1x8ACE = vi1xGIKM; const __m128 vi2xGACE = _mm_move_ss(vi2x8ACE, vi2xGIKM); vi2x8ACE = vi2xGIKM; const __m128 vi3xGACE = _mm_move_ss(vi3x8ACE, vi3xGIKM); vi3x8ACE = vi3xGIKM; const __m128 vi4xGACE = _mm_move_ss(vi4x8ACE, vi4xGIKM); vi4x8ACE = vi4xGIKM; const __m128 vi5xGACE = _mm_move_ss(vi5x8ACE, vi5xGIKM); vi5x8ACE = vi5xGIKM; const __m128 vi6xGACE = _mm_move_ss(vi6x8ACE, vi6xGIKM); vi6x8ACE = vi6xGIKM; const __m128 vi0xACEG = _mm_shuffle_ps(vi0xGACE, vi0xGACE, _MM_SHUFFLE(0, 3, 2, 1)); const __m128 vi1xACEG = _mm_shuffle_ps(vi1xGACE, vi1xGACE, _MM_SHUFFLE(0, 3, 2, 1)); const __m128 vi2xACEG = _mm_shuffle_ps(vi2xGACE, vi2xGACE, _MM_SHUFFLE(0, 3, 2, 1)); const __m128 vi3xACEG = _mm_shuffle_ps(vi3xGACE, vi3xGACE, _MM_SHUFFLE(0, 3, 2, 1)); const __m128 vi4xACEG = _mm_shuffle_ps(vi4xGACE, vi4xGACE, _MM_SHUFFLE(0, 3, 2, 1)); const __m128 vi5xACEG = _mm_shuffle_ps(vi5xGACE, vi5xGACE, _MM_SHUFFLE(0, 3, 2, 1)); const __m128 vi6xACEG = _mm_shuffle_ps(vi6xGACE, vi6xGACE, _MM_SHUFFLE(0, 3, 2, 1)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0xACEG, vk04)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2xACEG, vk04)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1xACEG, vk14)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3xACEG, vk14)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2xACEG, vk24)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4xACEG, vk24)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi3xACEG, vk34)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi5xACEG, vk34)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi4xACEG, vk44)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi6xACEG, vk44)); __m128 vo0 = _mm_max_ps(vo0p0, vmin); __m128 vo1 = _mm_max_ps(vo1p0, vmin); vo0 = _mm_min_ps(vo0, vmax); vo1 = _mm_min_ps(vo1, vmax); _mm_storeu_ps(o1, vo1); o1 += 4; _mm_storeu_ps(o0, vo0); o0 += 4; } // Last block has 1-8 pixels to process. assert(w <= 8 * sizeof(float)); assert(w >= 1 * sizeof(float)); { vi0x8ACE = _mm_and_ps(vi0x8ACE, vmask_even); vi0x9BDF = _mm_and_ps(vi0x9BDF, vmask_odd); vi1x8ACE = _mm_and_ps(vi1x8ACE, vmask_even); vi1x9BDF = _mm_and_ps(vi1x9BDF, vmask_odd); vi2x8ACE = _mm_and_ps(vi2x8ACE, vmask_even); vi2x9BDF = _mm_and_ps(vi2x9BDF, vmask_odd); vi3x8ACE = _mm_and_ps(vi3x8ACE, vmask_even); vi3x9BDF = _mm_and_ps(vi3x9BDF, vmask_odd); vi4x8ACE = _mm_and_ps(vi4x8ACE, vmask_even); vi4x9BDF = _mm_and_ps(vi4x9BDF, vmask_odd); vi5x8ACE = _mm_and_ps(vi5x8ACE, vmask_even); vi5x9BDF = _mm_and_ps(vi5x9BDF, vmask_odd); vi6x8ACE = _mm_and_ps(vi6x8ACE, vmask_even); vi6x9BDF = _mm_and_ps(vi6x9BDF, vmask_odd); __m128 vo0p0 = _mm_add_ps(vbias, _mm_mul_ps(vi0x8ACE, vk02)); __m128 vo1p0 = _mm_add_ps(vbias, _mm_mul_ps(vi2x8ACE, vk02)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x8ACE, vk12)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x8ACE, vk12)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x8ACE, vk22)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x8ACE, vk22)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi3x8ACE, vk32)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi5x8ACE, vk32)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi4x8ACE, vk42)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi6x8ACE, vk42)); const __m128 vi0xE8AC = _mm_shuffle_ps(vi0x8ACE, vi0x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); const __m128 vi1xE8AC = _mm_shuffle_ps(vi1x8ACE, vi1x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); const __m128 vi2xE8AC = _mm_shuffle_ps(vi2x8ACE, vi2x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); const __m128 vi3xE8AC = _mm_shuffle_ps(vi3x8ACE, vi3x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); const __m128 vi4xE8AC = _mm_shuffle_ps(vi4x8ACE, vi4x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); const __m128 vi5xE8AC = _mm_shuffle_ps(vi5x8ACE, vi5x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); const __m128 vi6xE8AC = _mm_shuffle_ps(vi6x8ACE, vi6x8ACE, _MM_SHUFFLE(2, 1, 0, 3)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x9BDF, vk03)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x9BDF, vk03)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x9BDF, vk13)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x9BDF, vk13)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x9BDF, vk23)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x9BDF, vk23)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi3x9BDF, vk33)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi5x9BDF, vk33)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi4x9BDF, vk43)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi6x9BDF, vk43)); const __m128 vi0x68AC = _mm_move_ss(vi0xE8AC, vi0x6024); const __m128 vi1x68AC = _mm_move_ss(vi1xE8AC, vi1x6024); const __m128 vi2x68AC = _mm_move_ss(vi2xE8AC, vi2x6024); const __m128 vi3x68AC = _mm_move_ss(vi3xE8AC, vi3x6024); const __m128 vi4x68AC = _mm_move_ss(vi4xE8AC, vi4x6024); const __m128 vi5x68AC = _mm_move_ss(vi5xE8AC, vi5x6024); const __m128 vi6x68AC = _mm_move_ss(vi6xE8AC, vi6x6024); 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(vi0x68AC, vk00)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x68AC, vk00)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x68AC, vk10)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x68AC, vk10)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x68AC, vk20)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x68AC, vk20)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi3x68AC, vk30)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi5x68AC, vk30)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi4x68AC, vk40)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi6x68AC, vk40)); const __m128 vi0x79BD = _mm_move_ss(vi0xF9BD, vi0x7135); const __m128 vi1x79BD = _mm_move_ss(vi1xF9BD, vi1x7135); const __m128 vi2x79BD = _mm_move_ss(vi2xF9BD, vi2x7135); const __m128 vi3x79BD = _mm_move_ss(vi3xF9BD, vi3x7135); const __m128 vi4x79BD = _mm_move_ss(vi4xF9BD, vi4x7135); const __m128 vi5x79BD = _mm_move_ss(vi5xF9BD, vi5x7135); const __m128 vi6x79BD = _mm_move_ss(vi6xF9BD, vi6x7135); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x79BD, vk01)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x79BD, vk01)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x79BD, vk11)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x79BD, vk11)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x79BD, vk21)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4x79BD, vk21)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi3x79BD, vk31)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi5x79BD, vk31)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi4x79BD, vk41)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi6x79BD, vk41)); const __m128 vzero = _mm_setzero_ps(); const __m128 vi0xGACE = _mm_move_ss(vi0x8ACE, vzero); const __m128 vi1xGACE = _mm_move_ss(vi1x8ACE, vzero); const __m128 vi2xGACE = _mm_move_ss(vi2x8ACE, vzero); const __m128 vi3xGACE = _mm_move_ss(vi3x8ACE, vzero); const __m128 vi4xGACE = _mm_move_ss(vi4x8ACE, vzero); const __m128 vi5xGACE = _mm_move_ss(vi5x8ACE, vzero); const __m128 vi6xGACE = _mm_move_ss(vi6x8ACE, vzero); const __m128 vi0xACEG = _mm_shuffle_ps(vi0xGACE, vi0xGACE, _MM_SHUFFLE(0, 3, 2, 1)); const __m128 vi1xACEG = _mm_shuffle_ps(vi1xGACE, vi1xGACE, _MM_SHUFFLE(0, 3, 2, 1)); const __m128 vi2xACEG = _mm_shuffle_ps(vi2xGACE, vi2xGACE, _MM_SHUFFLE(0, 3, 2, 1)); const __m128 vi3xACEG = _mm_shuffle_ps(vi3xGACE, vi3xGACE, _MM_SHUFFLE(0, 3, 2, 1)); const __m128 vi4xACEG = _mm_shuffle_ps(vi4xGACE, vi4xGACE, _MM_SHUFFLE(0, 3, 2, 1)); const __m128 vi5xACEG = _mm_shuffle_ps(vi5xGACE, vi5xGACE, _MM_SHUFFLE(0, 3, 2, 1)); const __m128 vi6xACEG = _mm_shuffle_ps(vi6xGACE, vi6xGACE, _MM_SHUFFLE(0, 3, 2, 1)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0xACEG, vk04)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2xACEG, vk04)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1xACEG, vk14)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3xACEG, vk14)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2xACEG, vk24)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi4xACEG, vk24)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi3xACEG, vk34)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi5xACEG, vk34)); vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi4xACEG, vk44)); vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi6xACEG, vk44)); __m128 vo0 = _mm_max_ps(vo0p0, vmin); __m128 vo1 = _mm_max_ps(vo1p0, vmin); vo0 = _mm_min_ps(vo0, vmax); vo1 = _mm_min_ps(vo1, vmax); size_t w_tmp = (w + 1 * sizeof(float)) / (2 * sizeof(float)); if XNN_LIKELY(w_tmp >= 4) { _mm_storeu_ps(o1, vo1); o1 += 4; _mm_storeu_ps(o0, vo0); o0 += 4; } else { if (w_tmp & 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); } if (w_tmp & 1) { _mm_store_ss(o1, vo1); o1 += 1; _mm_store_ss(o0, vo0); o0 += 1; } } } i0 = (const float*) ((uintptr_t) i4 - input_decrement); i1 = (const float*) ((uintptr_t) i5 - input_decrement); i2 = (const float*) ((uintptr_t) i6 - input_decrement); 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 = o1; o1 = (float*) ((uintptr_t) o0 + output_width); output_height = doz(output_height, 2); padded_input_height = doz(padded_input_height, 4); } while (output_height != 0); }