/* * Copyright (c) 2020 The WebRTC project authors. All Rights Reserved. * * Use of this source code is governed by a BSD-style license * that can be found in the LICENSE file in the root of the source * tree. An additional intellectual property rights grant can be found * in the file PATENTS. All contributing project authors may * be found in the AUTHORS file in the root of the source tree. */ #include "modules/audio_processing/agc2/rnn_vad/vector_math.h" #include #include "api/array_view.h" #include "rtc_base/checks.h" #include "rtc_base/numerics/safe_conversions.h" namespace webrtc { namespace rnn_vad { float VectorMath::DotProductAvx2(rtc::ArrayView x, rtc::ArrayView y) const { RTC_DCHECK(cpu_features_.avx2); RTC_DCHECK_EQ(x.size(), y.size()); __m256 accumulator = _mm256_setzero_ps(); constexpr int kBlockSizeLog2 = 3; constexpr int kBlockSize = 1 << kBlockSizeLog2; const int incomplete_block_index = (x.size() >> kBlockSizeLog2) << kBlockSizeLog2; for (int i = 0; i < incomplete_block_index; i += kBlockSize) { RTC_DCHECK_LE(i + kBlockSize, x.size()); const __m256 x_i = _mm256_loadu_ps(&x[i]); const __m256 y_i = _mm256_loadu_ps(&y[i]); accumulator = _mm256_fmadd_ps(x_i, y_i, accumulator); } // Reduce `accumulator` by addition. __m128 high = _mm256_extractf128_ps(accumulator, 1); __m128 low = _mm256_extractf128_ps(accumulator, 0); low = _mm_add_ps(high, low); high = _mm_movehl_ps(high, low); low = _mm_add_ps(high, low); high = _mm_shuffle_ps(low, low, 1); low = _mm_add_ss(high, low); float dot_product = _mm_cvtss_f32(low); // Add the result for the last block if incomplete. for (int i = incomplete_block_index; i < rtc::dchecked_cast(x.size()); ++i) { dot_product += x[i] * y[i]; } return dot_product; } } // namespace rnn_vad } // namespace webrtc