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#include <assert.h> |
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#include <immintrin.h> |
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#include <xnnpack/gemm.h> |
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#include <xnnpack/intrinsics-polyfill.h> |
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void xnn_f16_f32acc_gemm_minmax_ukernel_5x16__avx2_broadcast( |
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size_t mr, |
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size_t nc, |
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size_t kc, |
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const void* restrict a, |
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size_t a_stride, |
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const void* restrict w, |
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void* restrict c, |
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size_t cm_stride, |
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size_t cn_stride, |
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const union xnn_f16_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) |
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{ |
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assert(mr != 0); |
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assert(mr <= 5); |
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assert(nc != 0); |
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assert(kc != 0); |
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assert(kc % sizeof(uint16_t) == 0); |
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assert(a != NULL); |
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assert(w != NULL); |
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assert(c != NULL); |
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const uint16_t* a0 = a; |
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uint16_t* c0 = c; |
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const uint16_t* a1 = (const uint16_t*) ((uintptr_t) a0 + a_stride); |
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uint16_t* c1 = (uint16_t*) ((uintptr_t) c0 + cm_stride); |
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if XNN_UNPREDICTABLE(mr < 2) { |
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a1 = a0; |
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c1 = c0; |
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} |
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const uint16_t* a2 = (const uint16_t*) ((uintptr_t) a1 + a_stride); |
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uint16_t* c2 = (uint16_t*) ((uintptr_t) c1 + cm_stride); |
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if XNN_UNPREDICTABLE(mr <= 2) { |
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a2 = a1; |
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c2 = c1; |
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} |
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const uint16_t* a3 = (const uint16_t*) ((uintptr_t) a2 + a_stride); |
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uint16_t* c3 = (uint16_t*) ((uintptr_t) c2 + cm_stride); |
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if XNN_UNPREDICTABLE(mr < 4) { |
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a3 = a2; |
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c3 = c2; |
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} |
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const uint16_t* a4 = (const uint16_t*) ((uintptr_t) a3 + a_stride); |
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uint16_t* c4 = (uint16_t*) ((uintptr_t) c3 + cm_stride); |
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if XNN_UNPREDICTABLE(mr <= 4) { |
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a4 = a3; |
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c4 = c3; |
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} |
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do { |
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__m256 vacc0x01234567 = _mm256_cvtph_ps(_mm_load_si128((const __m128i*) w)); |
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__m256 vacc0x89ABCDEF = _mm256_cvtph_ps(_mm_load_si128((const __m128i*) ((const uint16_t*) w + 8))); |
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__m256 vacc1x01234567 = vacc0x01234567; |
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__m256 vacc1x89ABCDEF = vacc0x89ABCDEF; |
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__m256 vacc2x01234567 = vacc0x01234567; |
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__m256 vacc2x89ABCDEF = vacc0x89ABCDEF; |
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__m256 vacc3x01234567 = vacc0x01234567; |
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__m256 vacc3x89ABCDEF = vacc0x89ABCDEF; |
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__m256 vacc4x01234567 = vacc0x01234567; |
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__m256 vacc4x89ABCDEF = vacc0x89ABCDEF; |
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w = (const uint16_t*) w + 16; |
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size_t k = kc; |
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do { |
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const __m256 va0 = _mm256_cvtph_ps(_mm_set1_epi16((short) *a0)); |
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a0 += 1; |
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const __m256 va1 = _mm256_cvtph_ps(_mm_set1_epi16((short) *a1)); |
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a1 += 1; |
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const __m256 va2 = _mm256_cvtph_ps(_mm_set1_epi16((short) *a2)); |
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a2 += 1; |
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const __m256 va3 = _mm256_cvtph_ps(_mm_set1_epi16((short) *a3)); |
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a3 += 1; |
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const __m256 va4 = _mm256_cvtph_ps(_mm_set1_epi16((short) *a4)); |
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a4 += 1; |
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const __m256 vb01234567 = _mm256_cvtph_ps(_mm_load_si128((const __m128i*) w)); |
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const __m256 vb89ABCDEF = _mm256_cvtph_ps(_mm_load_si128((const __m128i*) ((const uint16_t*) w + 8))); |
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w = (const uint16_t*) w + 16; |
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vacc0x01234567 = _mm256_fmadd_ps(va0, vb01234567, vacc0x01234567); |
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vacc1x01234567 = _mm256_fmadd_ps(va1, vb01234567, vacc1x01234567); |
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vacc2x01234567 = _mm256_fmadd_ps(va2, vb01234567, vacc2x01234567); |
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vacc3x01234567 = _mm256_fmadd_ps(va3, vb01234567, vacc3x01234567); |
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vacc4x01234567 = _mm256_fmadd_ps(va4, vb01234567, vacc4x01234567); |
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vacc0x89ABCDEF = _mm256_fmadd_ps(va0, vb89ABCDEF, vacc0x89ABCDEF); |
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vacc1x89ABCDEF = _mm256_fmadd_ps(va1, vb89ABCDEF, vacc1x89ABCDEF); |
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vacc2x89ABCDEF = _mm256_fmadd_ps(va2, vb89ABCDEF, vacc2x89ABCDEF); |
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vacc3x89ABCDEF = _mm256_fmadd_ps(va3, vb89ABCDEF, vacc3x89ABCDEF); |
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vacc4x89ABCDEF = _mm256_fmadd_ps(va4, vb89ABCDEF, vacc4x89ABCDEF); |
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k -= sizeof(uint16_t); |
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} while (k != 0); |
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const __m256 vmin = _mm256_load_ps(params->avx.min); |
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vacc0x01234567 = _mm256_max_ps(vacc0x01234567, vmin); |
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vacc1x01234567 = _mm256_max_ps(vacc1x01234567, vmin); |
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vacc2x01234567 = _mm256_max_ps(vacc2x01234567, vmin); |
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vacc3x01234567 = _mm256_max_ps(vacc3x01234567, vmin); |
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vacc4x01234567 = _mm256_max_ps(vacc4x01234567, vmin); |
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vacc0x89ABCDEF = _mm256_max_ps(vacc0x89ABCDEF, vmin); |
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vacc1x89ABCDEF = _mm256_max_ps(vacc1x89ABCDEF, vmin); |
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vacc2x89ABCDEF = _mm256_max_ps(vacc2x89ABCDEF, vmin); |
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vacc3x89ABCDEF = _mm256_max_ps(vacc3x89ABCDEF, vmin); |
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vacc4x89ABCDEF = _mm256_max_ps(vacc4x89ABCDEF, vmin); |
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const __m256 vmax = _mm256_load_ps(params->avx.max); |
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vacc0x01234567 = _mm256_min_ps(vacc0x01234567, vmax); |
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vacc1x01234567 = _mm256_min_ps(vacc1x01234567, vmax); |
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vacc2x01234567 = _mm256_min_ps(vacc2x01234567, vmax); |
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vacc3x01234567 = _mm256_min_ps(vacc3x01234567, vmax); |
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vacc4x01234567 = _mm256_min_ps(vacc4x01234567, vmax); |
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vacc0x89ABCDEF = _mm256_min_ps(vacc0x89ABCDEF, vmax); |
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vacc1x89ABCDEF = _mm256_min_ps(vacc1x89ABCDEF, vmax); |
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vacc2x89ABCDEF = _mm256_min_ps(vacc2x89ABCDEF, vmax); |
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vacc3x89ABCDEF = _mm256_min_ps(vacc3x89ABCDEF, vmax); |
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vacc4x89ABCDEF = _mm256_min_ps(vacc4x89ABCDEF, vmax); |
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if XNN_LIKELY(nc >= 16) { |
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_mm_storeu_si128((__m128i*) c0, _mm256_cvtps_ph(vacc0x01234567, _MM_FROUND_TO_NEAREST_INT)); |
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_mm_storeu_si128((__m128i*) (c0 + 8), _mm256_cvtps_ph(vacc0x89ABCDEF, _MM_FROUND_TO_NEAREST_INT)); |
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c0 = (uint16_t*) ((uintptr_t) c0 + cn_stride); |
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_mm_storeu_si128((__m128i*) c1, _mm256_cvtps_ph(vacc1x01234567, _MM_FROUND_TO_NEAREST_INT)); |
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_mm_storeu_si128((__m128i*) (c1 + 8), _mm256_cvtps_ph(vacc1x89ABCDEF, _MM_FROUND_TO_NEAREST_INT)); |
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c1 = (uint16_t*) ((uintptr_t) c1 + cn_stride); |
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_mm_storeu_si128((__m128i*) c2, _mm256_cvtps_ph(vacc2x01234567, _MM_FROUND_TO_NEAREST_INT)); |
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_mm_storeu_si128((__m128i*) (c2 + 8), _mm256_cvtps_ph(vacc2x89ABCDEF, _MM_FROUND_TO_NEAREST_INT)); |
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c2 = (uint16_t*) ((uintptr_t) c2 + cn_stride); |
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_mm_storeu_si128((__m128i*) c3, _mm256_cvtps_ph(vacc3x01234567, _MM_FROUND_TO_NEAREST_INT)); |
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_mm_storeu_si128((__m128i*) (c3 + 8), _mm256_cvtps_ph(vacc3x89ABCDEF, _MM_FROUND_TO_NEAREST_INT)); |
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c3 = (uint16_t*) ((uintptr_t) c3 + cn_stride); |
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_mm_storeu_si128((__m128i*) c4, _mm256_cvtps_ph(vacc4x01234567, _MM_FROUND_TO_NEAREST_INT)); |
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_mm_storeu_si128((__m128i*) (c4 + 8), _mm256_cvtps_ph(vacc4x89ABCDEF, _MM_FROUND_TO_NEAREST_INT)); |
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c4 = (uint16_t*) ((uintptr_t) c4 + cn_stride); |
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a0 = (const uint16_t*) ((uintptr_t) a0 - kc); |
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a1 = (const uint16_t*) ((uintptr_t) a1 - kc); |
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a2 = (const uint16_t*) ((uintptr_t) a2 - kc); |
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a3 = (const uint16_t*) ((uintptr_t) a3 - kc); |
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a4 = (const uint16_t*) ((uintptr_t) a4 - kc); |
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nc -= 16; |
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} else { |
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__m128i vh0x01234567 = _mm256_cvtps_ph(vacc0x01234567, _MM_FROUND_TO_NEAREST_INT); |
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__m128i vh1x01234567 = _mm256_cvtps_ph(vacc1x01234567, _MM_FROUND_TO_NEAREST_INT); |
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__m128i vh2x01234567 = _mm256_cvtps_ph(vacc2x01234567, _MM_FROUND_TO_NEAREST_INT); |
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__m128i vh3x01234567 = _mm256_cvtps_ph(vacc3x01234567, _MM_FROUND_TO_NEAREST_INT); |
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__m128i vh4x01234567 = _mm256_cvtps_ph(vacc4x01234567, _MM_FROUND_TO_NEAREST_INT); |
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if (nc & 8) { |
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_mm_storeu_si128((__m128i*) c0, vh0x01234567); |
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_mm_storeu_si128((__m128i*) c1, vh1x01234567); |
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_mm_storeu_si128((__m128i*) c2, vh2x01234567); |
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_mm_storeu_si128((__m128i*) c3, vh3x01234567); |
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_mm_storeu_si128((__m128i*) c4, vh4x01234567); |
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vh0x01234567 = _mm256_cvtps_ph(vacc0x89ABCDEF, _MM_FROUND_TO_NEAREST_INT); |
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vh1x01234567 = _mm256_cvtps_ph(vacc1x89ABCDEF, _MM_FROUND_TO_NEAREST_INT); |
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vh2x01234567 = _mm256_cvtps_ph(vacc2x89ABCDEF, _MM_FROUND_TO_NEAREST_INT); |
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vh3x01234567 = _mm256_cvtps_ph(vacc3x89ABCDEF, _MM_FROUND_TO_NEAREST_INT); |
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vh4x01234567 = _mm256_cvtps_ph(vacc4x89ABCDEF, _MM_FROUND_TO_NEAREST_INT); |
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c0 += 8; |
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c1 += 8; |
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c2 += 8; |
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c3 += 8; |
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c4 += 8; |
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} |
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if (nc & 4) { |
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_mm_storel_epi64((__m128i*) c0, vh0x01234567); |
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_mm_storel_epi64((__m128i*) c1, vh1x01234567); |
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_mm_storel_epi64((__m128i*) c2, vh2x01234567); |
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_mm_storel_epi64((__m128i*) c3, vh3x01234567); |
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_mm_storel_epi64((__m128i*) c4, vh4x01234567); |
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vh0x01234567 = _mm_unpackhi_epi64(vh0x01234567, vh0x01234567); |
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vh1x01234567 = _mm_unpackhi_epi64(vh1x01234567, vh1x01234567); |
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vh2x01234567 = _mm_unpackhi_epi64(vh2x01234567, vh2x01234567); |
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vh3x01234567 = _mm_unpackhi_epi64(vh3x01234567, vh3x01234567); |
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vh4x01234567 = _mm_unpackhi_epi64(vh4x01234567, vh4x01234567); |
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c0 += 4; |
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c1 += 4; |
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c2 += 4; |
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c3 += 4; |
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c4 += 4; |
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} |
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if (nc & 2) { |
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_mm_storeu_si32(c0, vh0x01234567); |
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_mm_storeu_si32(c1, vh1x01234567); |
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_mm_storeu_si32(c2, vh2x01234567); |
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_mm_storeu_si32(c3, vh3x01234567); |
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_mm_storeu_si32(c4, vh4x01234567); |
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vh0x01234567 = _mm_srli_epi64(vh0x01234567, 32); |
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vh1x01234567 = _mm_srli_epi64(vh1x01234567, 32); |
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vh2x01234567 = _mm_srli_epi64(vh2x01234567, 32); |
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vh3x01234567 = _mm_srli_epi64(vh3x01234567, 32); |
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vh4x01234567 = _mm_srli_epi64(vh4x01234567, 32); |
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c0 += 2; |
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c1 += 2; |
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c2 += 2; |
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c3 += 2; |
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c4 += 2; |
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} |
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if (nc & 1) { |
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*c0 = (uint16_t) _mm_extract_epi16(vh0x01234567, 0); |
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*c1 = (uint16_t) _mm_extract_epi16(vh1x01234567, 0); |
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*c2 = (uint16_t) _mm_extract_epi16(vh2x01234567, 0); |
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*c3 = (uint16_t) _mm_extract_epi16(vh3x01234567, 0); |
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*c4 = (uint16_t) _mm_extract_epi16(vh4x01234567, 0); |
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} |
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nc = 0; |
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} |
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} while (nc != 0); |
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} |
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