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Support for plain AVX with no FMA
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parent
91d90676e1
commit
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1 changed files with 42 additions and 2 deletions
44
dnn/nnet.c
44
dnn/nnet.c
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@ -41,8 +41,11 @@
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#define SOFTMAX_HACK
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#ifdef __AVX2__
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#ifdef __AVX__
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#include <immintrin.h>
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#ifdef __AVX2__
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static __m256 exp8_approx(__m256 X)
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{
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const __m256 K0 = _mm256_set1_ps(0.99992522f);
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@ -65,7 +68,44 @@ static __m256 exp8_approx(__m256 X)
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Y = _mm256_castsi256_ps(_mm256_and_si256(mask, _mm256_add_epi32(I, _mm256_castps_si256(Y))));
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return Y;
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}
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#else
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#define _mm256_fmadd_ps(a,b,c) _mm256_add_ps(_mm256_mul_ps(a, b), c)
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#define _mm_fmadd_ps(a,b,c) _mm_add_ps(_mm_mul_ps(a, b), c)
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static __m128 exp4_approx(__m128 X)
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{
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const __m128 K0 = _mm_set1_ps(0.99992522f);
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const __m128 K1 = _mm_set1_ps(0.69583354f);
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const __m128 K2 = _mm_set1_ps(0.22606716f);
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const __m128 K3 = _mm_set1_ps(0.078024523f);
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const __m128 log2_E = _mm_set1_ps(1.44269504);
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const __m128 max_in = _mm_set1_ps(50.f);
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const __m128 min_in = _mm_set1_ps(-50.f);
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const __m128i mask = _mm_set1_epi32(0x7fffffff);
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__m128 XF, Y;
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__m128i I;
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X = _mm_mul_ps(X, log2_E);
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X = _mm_max_ps(min_in, _mm_min_ps(max_in, X));
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XF = _mm_floor_ps(X);
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I = _mm_cvtps_epi32(XF);
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X = _mm_sub_ps(X, XF);
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Y = _mm_fmadd_ps(_mm_fmadd_ps(_mm_fmadd_ps(K3, X, K2), X, K1), X, K0);
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I = _mm_slli_epi32(I, 23);
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Y = _mm_castsi128_ps(_mm_and_si128(mask, _mm_add_epi32(I, _mm_castps_si128(Y))));
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return Y;
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}
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static __m256 exp8_approx(__m256 X)
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{
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__m256 Y;
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__m128 Xhi, Xlo, Yhi, Ylo;
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Xhi = _mm256_extractf128_ps(X, 1);
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Xlo = _mm256_extractf128_ps(X, 0);
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Yhi = exp4_approx(Xhi);
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Ylo = exp4_approx(Xlo);
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Y = _mm256_insertf128_ps(_mm256_setzero_ps(), Yhi, 1);
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Y = _mm256_insertf128_ps(Y, Ylo, 0);
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return Y;
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}
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#endif
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static float celt_exp(float x)
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{
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