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1 /* | 1 /* |
2 * Copyright (c) 2017 The WebRTC project authors. All Rights Reserved. | 2 * Copyright (c) 2017 The WebRTC project authors. All Rights Reserved. |
3 * | 3 * |
4 * Use of this source code is governed by a BSD-style license | 4 * Use of this source code is governed by a BSD-style license |
5 * that can be found in the LICENSE file in the root of the source | 5 * that can be found in the LICENSE file in the root of the source |
6 * tree. An additional intellectual property rights grant can be found | 6 * tree. An additional intellectual property rights grant can be found |
7 * in the file PATENTS. All contributing project authors may | 7 * in the file PATENTS. All contributing project authors may |
8 * be found in the AUTHORS file in the root of the source tree. | 8 * be found in the AUTHORS file in the root of the source tree. |
9 */ | 9 */ |
10 | 10 |
11 #ifndef WEBRTC_MODULES_AUDIO_PROCESSING_AEC3_VECTOR_MATH_H_ | 11 #ifndef WEBRTC_MODULES_AUDIO_PROCESSING_AEC3_VECTOR_MATH_H_ |
12 #define WEBRTC_MODULES_AUDIO_PROCESSING_AEC3_VECTOR_MATH_H_ | 12 #define WEBRTC_MODULES_AUDIO_PROCESSING_AEC3_VECTOR_MATH_H_ |
13 | 13 |
14 #include "webrtc/typedefs.h" | 14 #include "webrtc/typedefs.h" |
| 15 #if defined(WEBRTC_HAS_NEON) |
| 16 #include <arm_neon.h> |
| 17 #endif |
15 #if defined(WEBRTC_ARCH_X86_FAMILY) | 18 #if defined(WEBRTC_ARCH_X86_FAMILY) |
16 #include <emmintrin.h> | 19 #include <emmintrin.h> |
17 #endif | 20 #endif |
18 #include <math.h> | 21 #include <math.h> |
19 #include <algorithm> | 22 #include <algorithm> |
20 #include <array> | 23 #include <array> |
21 #include <functional> | 24 #include <functional> |
22 | 25 |
23 #include "webrtc/base/array_view.h" | 26 #include "webrtc/base/array_view.h" |
24 #include "webrtc/base/checks.h" | 27 #include "webrtc/base/checks.h" |
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46 __m128 g = _mm_loadu_ps(&x[j]); | 49 __m128 g = _mm_loadu_ps(&x[j]); |
47 g = _mm_sqrt_ps(g); | 50 g = _mm_sqrt_ps(g); |
48 _mm_storeu_ps(&x[j], g); | 51 _mm_storeu_ps(&x[j], g); |
49 } | 52 } |
50 | 53 |
51 for (; j < x_size; ++j) { | 54 for (; j < x_size; ++j) { |
52 x[j] = sqrtf(x[j]); | 55 x[j] = sqrtf(x[j]); |
53 } | 56 } |
54 } break; | 57 } break; |
55 #endif | 58 #endif |
| 59 #if defined(WEBRTC_HAS_NEON) |
| 60 case Aec3Optimization::kNeon: { |
| 61 const int x_size = static_cast<int>(x.size()); |
| 62 const int vector_limit = x_size >> 2; |
| 63 |
| 64 int j = 0; |
| 65 for (; j < vector_limit * 4; j += 4) { |
| 66 float32x4_t g = vld1q_f32(&x[j]); |
| 67 #if !defined(WEBRTC_ARCH_ARM64) |
| 68 float32x4_t y = vrsqrteq_f32(g); |
| 69 |
| 70 // Code to handle sqrt(0). |
| 71 // If the input to sqrtf() is zero, a zero will be returned. |
| 72 // If the input to vrsqrteq_f32() is zero, positive infinity is |
| 73 // returned. |
| 74 const uint32x4_t vec_p_inf = vdupq_n_u32(0x7F800000); |
| 75 // check for divide by zero |
| 76 const uint32x4_t div_by_zero = |
| 77 vceqq_u32(vec_p_inf, vreinterpretq_u32_f32(y)); |
| 78 // zero out the positive infinity results |
| 79 y = vreinterpretq_f32_u32( |
| 80 vandq_u32(vmvnq_u32(div_by_zero), vreinterpretq_u32_f32(y))); |
| 81 // from arm documentation |
| 82 // The Newton-Raphson iteration: |
| 83 // y[n+1] = y[n] * (3 - d * (y[n] * y[n])) / 2) |
| 84 // converges to (1/√d) if y0 is the result of VRSQRTE applied to d. |
| 85 // |
| 86 // Note: The precision did not improve after 2 iterations. |
| 87 for (int i = 0; i < 2; i++) { |
| 88 y = vmulq_f32(vrsqrtsq_f32(vmulq_f32(y, y), g), y); |
| 89 } |
| 90 // sqrt(g) = g * 1/sqrt(g) |
| 91 g = vmulq_f32(g, y); |
| 92 #else |
| 93 g = vsqrtq_f32(g); |
| 94 #endif |
| 95 vst1q_f32(&x[j], g); |
| 96 } |
| 97 |
| 98 for (; j < x_size; ++j) { |
| 99 x[j] = sqrtf(x[j]); |
| 100 } |
| 101 } |
| 102 #endif |
| 103 break; |
56 default: | 104 default: |
57 std::for_each(x.begin(), x.end(), [](float& a) { a = sqrtf(a); }); | 105 std::for_each(x.begin(), x.end(), [](float& a) { a = sqrtf(a); }); |
58 } | 106 } |
59 } | 107 } |
60 | 108 |
61 // Elementwise vector multiplication z = x * y. | 109 // Elementwise vector multiplication z = x * y. |
62 void Multiply(rtc::ArrayView<const float> x, | 110 void Multiply(rtc::ArrayView<const float> x, |
63 rtc::ArrayView<const float> y, | 111 rtc::ArrayView<const float> y, |
64 rtc::ArrayView<float> z) { | 112 rtc::ArrayView<float> z) { |
65 RTC_DCHECK_EQ(z.size(), x.size()); | 113 RTC_DCHECK_EQ(z.size(), x.size()); |
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76 const __m128 y_j = _mm_loadu_ps(&y[j]); | 124 const __m128 y_j = _mm_loadu_ps(&y[j]); |
77 const __m128 z_j = _mm_mul_ps(x_j, y_j); | 125 const __m128 z_j = _mm_mul_ps(x_j, y_j); |
78 _mm_storeu_ps(&z[j], z_j); | 126 _mm_storeu_ps(&z[j], z_j); |
79 } | 127 } |
80 | 128 |
81 for (; j < x_size; ++j) { | 129 for (; j < x_size; ++j) { |
82 z[j] = x[j] * y[j]; | 130 z[j] = x[j] * y[j]; |
83 } | 131 } |
84 } break; | 132 } break; |
85 #endif | 133 #endif |
| 134 #if defined(WEBRTC_HAS_NEON) |
| 135 case Aec3Optimization::kNeon: { |
| 136 const int x_size = static_cast<int>(x.size()); |
| 137 const int vector_limit = x_size >> 2; |
| 138 |
| 139 int j = 0; |
| 140 for (; j < vector_limit * 4; j += 4) { |
| 141 const float32x4_t x_j = vld1q_f32(&x[j]); |
| 142 const float32x4_t y_j = vld1q_f32(&y[j]); |
| 143 const float32x4_t z_j = vmulq_f32(x_j, y_j); |
| 144 vst1q_f32(&z[j], z_j); |
| 145 } |
| 146 |
| 147 for (; j < x_size; ++j) { |
| 148 z[j] = x[j] * y[j]; |
| 149 } |
| 150 } break; |
| 151 #endif |
86 default: | 152 default: |
87 std::transform(x.begin(), x.end(), y.begin(), z.begin(), | 153 std::transform(x.begin(), x.end(), y.begin(), z.begin(), |
88 std::multiplies<float>()); | 154 std::multiplies<float>()); |
89 } | 155 } |
90 } | 156 } |
91 | 157 |
92 // Elementwise vector accumulation z += x. | 158 // Elementwise vector accumulation z += x. |
93 void Accumulate(rtc::ArrayView<const float> x, rtc::ArrayView<float> z) { | 159 void Accumulate(rtc::ArrayView<const float> x, rtc::ArrayView<float> z) { |
94 RTC_DCHECK_EQ(z.size(), x.size()); | 160 RTC_DCHECK_EQ(z.size(), x.size()); |
95 switch (optimization_) { | 161 switch (optimization_) { |
96 #if defined(WEBRTC_ARCH_X86_FAMILY) | 162 #if defined(WEBRTC_ARCH_X86_FAMILY) |
97 case Aec3Optimization::kSse2: { | 163 case Aec3Optimization::kSse2: { |
98 const int x_size = static_cast<int>(x.size()); | 164 const int x_size = static_cast<int>(x.size()); |
99 const int vector_limit = x_size >> 2; | 165 const int vector_limit = x_size >> 2; |
100 | 166 |
101 int j = 0; | 167 int j = 0; |
102 for (; j < vector_limit * 4; j += 4) { | 168 for (; j < vector_limit * 4; j += 4) { |
103 const __m128 x_j = _mm_loadu_ps(&x[j]); | 169 const __m128 x_j = _mm_loadu_ps(&x[j]); |
104 __m128 z_j = _mm_loadu_ps(&z[j]); | 170 __m128 z_j = _mm_loadu_ps(&z[j]); |
105 z_j = _mm_add_ps(x_j, z_j); | 171 z_j = _mm_add_ps(x_j, z_j); |
106 _mm_storeu_ps(&z[j], z_j); | 172 _mm_storeu_ps(&z[j], z_j); |
107 } | 173 } |
108 | 174 |
109 for (; j < x_size; ++j) { | 175 for (; j < x_size; ++j) { |
110 z[j] += x[j]; | 176 z[j] += x[j]; |
111 } | 177 } |
112 } break; | 178 } break; |
113 #endif | 179 #endif |
| 180 #if defined(WEBRTC_HAS_NEON) |
| 181 case Aec3Optimization::kNeon: { |
| 182 const int x_size = static_cast<int>(x.size()); |
| 183 const int vector_limit = x_size >> 2; |
| 184 |
| 185 int j = 0; |
| 186 for (; j < vector_limit * 4; j += 4) { |
| 187 const float32x4_t x_j = vld1q_f32(&x[j]); |
| 188 float32x4_t z_j = vld1q_f32(&z[j]); |
| 189 z_j = vaddq_f32(z_j, x_j); |
| 190 vst1q_f32(&z[j], z_j); |
| 191 } |
| 192 |
| 193 for (; j < x_size; ++j) { |
| 194 z[j] += x[j]; |
| 195 } |
| 196 } break; |
| 197 #endif |
114 default: | 198 default: |
115 std::transform(x.begin(), x.end(), z.begin(), z.begin(), | 199 std::transform(x.begin(), x.end(), z.begin(), z.begin(), |
116 std::plus<float>()); | 200 std::plus<float>()); |
117 } | 201 } |
118 } | 202 } |
119 | 203 |
120 private: | 204 private: |
121 Aec3Optimization optimization_; | 205 Aec3Optimization optimization_; |
122 }; | 206 }; |
123 | 207 |
124 } // namespace aec3 | 208 } // namespace aec3 |
125 | 209 |
126 } // namespace webrtc | 210 } // namespace webrtc |
127 | 211 |
128 #endif // WEBRTC_MODULES_AUDIO_PROCESSING_AEC3_VECTOR_MATH_H_ | 212 #endif // WEBRTC_MODULES_AUDIO_PROCESSING_AEC3_VECTOR_MATH_H_ |
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