// Copyright 2019 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 void xnn_f32_avgpool_minmax_ukernel_9p8x__sse_c4( size_t output_pixels, size_t kernel_elements, size_t channels, const float** input, size_t input_offset, const float* zero, float* buffer, float* output, size_t input_increment, size_t output_increment, const union xnn_f32_scaleminmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(output_pixels != 0); assert(kernel_elements > 9); assert(channels != 0); const __m128 vscale = _mm_load_ps(params->sse.scale); const __m128 vmin = _mm_load_ps(params->sse.min); const __m128 vmax = _mm_load_ps(params->sse.max); do { { const float* i0 = *input++; assert(i0 != NULL); if XNN_UNPREDICTABLE(i0 != zero) { i0 = (const float*) ((uintptr_t) i0 + input_offset); } const float* i1 = *input++; assert(i1 != NULL); if XNN_UNPREDICTABLE(i1 != zero) { i1 = (const float*) ((uintptr_t) i1 + input_offset); } const float* i2 = *input++; assert(i2 != NULL); if XNN_UNPREDICTABLE(i2 != zero) { i2 = (const float*) ((uintptr_t) i2 + input_offset); } const float* i3 = *input++; assert(i3 != NULL); if XNN_UNPREDICTABLE(i3 != zero) { i3 = (const float*) ((uintptr_t) i3 + input_offset); } const float* i4 = *input++; assert(i4 != NULL); if XNN_UNPREDICTABLE(i4 != zero) { i4 = (const float*) ((uintptr_t) i4 + input_offset); } const float* i5 = *input++; assert(i5 != NULL); if XNN_UNPREDICTABLE(i5 != zero) { i5 = (const float*) ((uintptr_t) i5 + input_offset); } const float* i6 = *input++; assert(i6 != NULL); if XNN_UNPREDICTABLE(i6 != zero) { i6 = (const float*) ((uintptr_t) i6 + input_offset); } const float* i7 = *input++; assert(i7 != NULL); if XNN_UNPREDICTABLE(i7 != zero) { i7 = (const float*) ((uintptr_t) i7 + input_offset); } const float* i8 = *input++; assert(i8 != NULL); if XNN_UNPREDICTABLE(i8 != zero) { i8 = (const float*) ((uintptr_t) i8 + input_offset); } float* b = buffer; for (size_t c = 0; c < channels; c += 4) { const __m128 vi0 = _mm_loadu_ps(i0); i0 += 4; const __m128 vi1 = _mm_loadu_ps(i1); i1 += 4; const __m128 vi2 = _mm_loadu_ps(i2); i2 += 4; const __m128 vi3 = _mm_loadu_ps(i3); i3 += 4; const __m128 vi4 = _mm_loadu_ps(i4); i4 += 4; const __m128 vi5 = _mm_loadu_ps(i5); i5 += 4; const __m128 vi6 = _mm_loadu_ps(i6); i6 += 4; const __m128 vi7 = _mm_loadu_ps(i7); i7 += 4; const __m128 vi8 = _mm_loadu_ps(i8); i8 += 4; const __m128 vsum01 = _mm_add_ps(vi0, vi1); const __m128 vsum23 = _mm_add_ps(vi2, vi3); const __m128 vsum45 = _mm_add_ps(vi4, vi5); const __m128 vsum67 = _mm_add_ps(vi6, vi7); const __m128 vsum018 = _mm_add_ps(vsum01, vi8); const __m128 vsum2345 = _mm_add_ps(vsum23, vsum45); const __m128 vsum01678 = _mm_add_ps(vsum018, vsum67); const __m128 vsum = _mm_add_ps(vsum2345, vsum01678); _mm_store_ps(b, vsum); b += 4; } } size_t k = kernel_elements; for (k -= 9; k > 8; k -= 8) { const float* i0 = *input++; assert(i0 != NULL); if XNN_UNPREDICTABLE(i0 != zero) { i0 = (const float*) ((uintptr_t) i0 + input_offset); } const float* i1 = *input++; assert(i1 != NULL); if XNN_UNPREDICTABLE(i1 != zero) { i1 = (const float*) ((uintptr_t) i1 + input_offset); } const float* i2 = *input++; assert(i2 != NULL); if XNN_UNPREDICTABLE(i2 != zero) { i2 = (const float*) ((uintptr_t) i2 + input_offset); } const float* i3 = *input++; assert(i3 != NULL); if XNN_UNPREDICTABLE(i3 != zero) { i3 = (const float*) ((uintptr_t) i3 + input_offset); } const float* i4 = *input++; assert(i4 != NULL); if XNN_UNPREDICTABLE(i4 != zero) { i4 = (const float*) ((uintptr_t) i4 + input_offset); } const float* i5 = *input++; assert(i5 != NULL); if XNN_UNPREDICTABLE(i5 != zero) { i5 = (const float*) ((uintptr_t) i5 + input_offset); } const float* i6 = *input++; assert(i6 != NULL); if XNN_UNPREDICTABLE(i6 != zero) { i6 = (const float*) ((uintptr_t) i6 + input_offset); } const float* i7 = *input++; assert(i7 != NULL); if XNN_UNPREDICTABLE(i7 != zero) { i7 = (const float*) ((uintptr_t) i7 + input_offset); } float* b = buffer; for (size_t c = 0; c < channels; c += 4) { const __m128 vi0 = _mm_loadu_ps(i0); i0 += 4; const __m128 vi1 = _mm_loadu_ps(i1); i1 += 4; const __m128 vi2 = _mm_loadu_ps(i2); i2 += 4; const __m128 vi3 = _mm_loadu_ps(i3); i3 += 4; const __m128 vi4 = _mm_loadu_ps(i4); i4 += 4; const __m128 vi5 = _mm_loadu_ps(i5); i5 += 4; const __m128 vi6 = _mm_loadu_ps(i6); i6 += 4; const __m128 vi7 = _mm_loadu_ps(i7); i7 += 4; const __m128 vacc = _mm_load_ps(b); const __m128 vsum01 = _mm_add_ps(vi0, vi1); const __m128 vsum23 = _mm_add_ps(vi2, vi3); const __m128 vsum45 = _mm_add_ps(vi4, vi5); const __m128 vsum67 = _mm_add_ps(vi6, vi7); const __m128 vsum01a = _mm_add_ps(vsum01, vacc); const __m128 vsum2345 = _mm_add_ps(vsum23, vsum45); const __m128 vsum0167a = _mm_add_ps(vsum01a, vsum67); const __m128 vsum = _mm_add_ps(vsum2345, vsum0167a); _mm_store_ps(b, vsum); b += 4; } } { const float* i0 = input[0]; assert(i0 != NULL); const float* i1 = input[1]; const float* i2 = input[2]; const float* i3 = input[3]; const float* i4 = input[4]; const float* i5 = input[5]; const float* i6 = input[6]; const float* i7 = input[7]; input = (const float**) ((uintptr_t) input + input_increment); if (k < 2) { i1 = zero; } assert(i1 != NULL); if (k <= 2) { i2 = zero; } assert(i2 != NULL); if (k < 4) { i3 = zero; } assert(i3 != NULL); if (k <= 4) { i4 = zero; } assert(i4 != NULL); if (k < 6) { i5 = zero; } assert(i5 != NULL); if (k <= 6) { i6 = zero; } assert(i6 != NULL); if (k < 8) { i7 = zero; } assert(i7 != NULL); if XNN_UNPREDICTABLE(i0 != zero) { i0 = (const float*) ((uintptr_t) i0 + input_offset); } if XNN_UNPREDICTABLE(i1 != zero) { i1 = (const float*) ((uintptr_t) i1 + input_offset); } if XNN_UNPREDICTABLE(i2 != zero) { i2 = (const float*) ((uintptr_t) i2 + input_offset); } if XNN_UNPREDICTABLE(i3 != zero) { i3 = (const float*) ((uintptr_t) i3 + input_offset); } if XNN_UNPREDICTABLE(i4 != zero) { i4 = (const float*) ((uintptr_t) i4 + input_offset); } if XNN_UNPREDICTABLE(i5 != zero) { i5 = (const float*) ((uintptr_t) i5 + input_offset); } if XNN_UNPREDICTABLE(i6 != zero) { i6 = (const float*) ((uintptr_t) i6 + input_offset); } if XNN_UNPREDICTABLE(i7 != zero) { i7 = (const float*) ((uintptr_t) i7 + input_offset); } size_t c = channels; float* b = buffer; while (c >= 4) { const __m128 vi0 = _mm_loadu_ps(i0); i0 += 4; const __m128 vi1 = _mm_loadu_ps(i1); i1 += 4; const __m128 vi2 = _mm_loadu_ps(i2); i2 += 4; const __m128 vi3 = _mm_loadu_ps(i3); i3 += 4; const __m128 vi4 = _mm_loadu_ps(i4); i4 += 4; const __m128 vi5 = _mm_loadu_ps(i5); i5 += 4; const __m128 vi6 = _mm_loadu_ps(i6); i6 += 4; const __m128 vi7 = _mm_loadu_ps(i7); i7 += 4; const __m128 vacc = _mm_load_ps(b); b += 4; const __m128 vsum01 = _mm_add_ps(vi0, vi1); const __m128 vsum23 = _mm_add_ps(vi2, vi3); const __m128 vsum45 = _mm_add_ps(vi4, vi5); const __m128 vsum67 = _mm_add_ps(vi6, vi7); const __m128 vsum01a = _mm_add_ps(vsum01, vacc); const __m128 vsum2345 = _mm_add_ps(vsum23, vsum45); const __m128 vsum0167a = _mm_add_ps(vsum01a, vsum67); const __m128 vsum = _mm_add_ps(vsum2345, vsum0167a); __m128 vout = _mm_mul_ps(vsum, vscale); vout = _mm_max_ps(vout, vmin); vout = _mm_min_ps(vout, vmax); _mm_storeu_ps(output, vout); output += 4; c -= 4; } if (c != 0) { const __m128 vi0 = _mm_loadu_ps(i0); const __m128 vi1 = _mm_loadu_ps(i1); const __m128 vi2 = _mm_loadu_ps(i2); const __m128 vi3 = _mm_loadu_ps(i3); const __m128 vi4 = _mm_loadu_ps(i4); const __m128 vi5 = _mm_loadu_ps(i5); const __m128 vi6 = _mm_loadu_ps(i6); const __m128 vi7 = _mm_loadu_ps(i7); const __m128 vacc = _mm_load_ps(b); const __m128 vsum01 = _mm_add_ps(vi0, vi1); const __m128 vsum23 = _mm_add_ps(vi2, vi3); const __m128 vsum45 = _mm_add_ps(vi4, vi5); const __m128 vsum67 = _mm_add_ps(vi6, vi7); const __m128 vsum01a = _mm_add_ps(vsum01, vacc); const __m128 vsum2345 = _mm_add_ps(vsum23, vsum45); const __m128 vsum0167a = _mm_add_ps(vsum01a, vsum67); const __m128 vsum = _mm_add_ps(vsum2345, vsum0167a); __m128 vout = _mm_mul_ps(vsum, vscale); vout = _mm_max_ps(vout, vmin); vout = _mm_min_ps(vout, vmax); if (c & 2) { _mm_storel_pi((__m64*) output, vout); vout = _mm_movehl_ps(vout, vout); output += 2; } if (c & 1) { _mm_store_ss(output, vout); output += 1; } } } output = (float*) ((uintptr_t) output + output_increment); } while (--output_pixels != 0); }