// 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 #include void xnn_f32_gavgpool_minmax_ukernel_7p7x__sse_c4( size_t rows, size_t channels, const float* input, size_t input_stride, const float* zero, float* buffer, float* output, const union xnn_f32_scaleminmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(rows > 7); assert(channels != 0); const float* i0 = input; const float* i1 = (const float*) ((uintptr_t) i0 + input_stride); const float* i2 = (const float*) ((uintptr_t) i1 + input_stride); const float* i3 = (const float*) ((uintptr_t) i2 + input_stride); const float* i4 = (const float*) ((uintptr_t) i3 + input_stride); const float* i5 = (const float*) ((uintptr_t) i4 + input_stride); const float* i6 = (const float*) ((uintptr_t) i5 + input_stride); const size_t packed_channels = round_up_po2(channels, 4); const size_t input_increment = 7 * input_stride - packed_channels * sizeof(float); 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 vsum01 = _mm_add_ps(vi0, vi1); const __m128 vsum23 = _mm_add_ps(vi2, vi3); const __m128 vsum45 = _mm_add_ps(vi4, vi5); const __m128 vsum016 = _mm_add_ps(vsum01, vi6); const __m128 vsum2345 = _mm_add_ps(vsum23, vsum45); const __m128 vsum = _mm_add_ps(vsum016, vsum2345); _mm_store_ps(b, vsum); b += 4; } for (rows -= 7; rows > 7; rows -= 7) { b = buffer; i0 = (const float*) ((uintptr_t) i0 + input_increment); i1 = (const float*) ((uintptr_t) i1 + input_increment); i2 = (const float*) ((uintptr_t) i2 + input_increment); i3 = (const float*) ((uintptr_t) i3 + input_increment); i4 = (const float*) ((uintptr_t) i4 + input_increment); i5 = (const float*) ((uintptr_t) i5 + input_increment); i6 = (const float*) ((uintptr_t) i6 + input_increment); 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 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 vsum6a = _mm_add_ps(vi6, vacc); const __m128 vsum0123 = _mm_add_ps(vsum01, vsum23); const __m128 vsum456a = _mm_add_ps(vsum45, vsum6a); const __m128 vsum = _mm_add_ps(vsum0123, vsum456a); _mm_store_ps(b, vsum); b += 4; } } i0 = (const float*) ((uintptr_t) i0 + input_increment); i1 = (const float*) ((uintptr_t) i1 + input_increment); if (rows < 2) { i1 = zero; } i2 = (const float*) ((uintptr_t) i2 + input_increment); if (rows <= 2) { i2 = zero; } i3 = (const float*) ((uintptr_t) i3 + input_increment); if (rows < 4) { i3 = zero; } i4 = (const float*) ((uintptr_t) i4 + input_increment); if (rows <= 4) { i4 = zero; } i5 = (const float*) ((uintptr_t) i5 + input_increment); if (rows < 6) { i5 = zero; } i6 = (const float*) ((uintptr_t) i6 + input_increment); if (rows <= 6) { i6 = zero; } 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); b = buffer; while (channels >= 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 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 vsum6a = _mm_add_ps(vi6, vacc); const __m128 vsum0123 = _mm_add_ps(vsum01, vsum23); const __m128 vsum456a = _mm_add_ps(vsum45, vsum6a); const __m128 vsum = _mm_add_ps(vsum0123, vsum456a); __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; channels -= 4; } if (channels != 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 vacc = _mm_loadu_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 vsum6a = _mm_add_ps(vi6, vacc); const __m128 vsum0123 = _mm_add_ps(vsum01, vsum23); const __m128 vsum456a = _mm_add_ps(vsum45, vsum6a); const __m128 vsum = _mm_add_ps(vsum0123, vsum456a); __m128 vout = _mm_mul_ps(vsum, vscale); vout = _mm_max_ps(vout, vmin); vout = _mm_min_ps(vout, vmax); if (channels & 2) { _mm_storel_pi((__m64*) output, vout); vout = _mm_movehl_ps(vout, vout); output += 2; } if (channels & 1) { _mm_store_ss(output, vout); } } }