// 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 #include #include #include 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)]) XNN_OOB_READS { 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); }