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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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void xnn_f32_gemminc_minmax_ukernel_3x16s4__fma3_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 float* restrict a, |
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size_t a_stride, |
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const float* restrict w, |
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float* restrict c, |
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size_t cm_stride, |
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size_t cn_stride, |
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const float* restrict acc, |
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const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS |
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{ |
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assert(mr != 0); |
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assert(mr <= 3); |
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assert(nc != 0); |
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assert(kc != 0); |
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assert(kc % sizeof(float) == 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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assert(acc != NULL); |
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const float* a0 = a; |
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float* c0 = c; |
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const float* a1 = (const float*) ((uintptr_t) a0 + a_stride); |
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float* c1 = (float*) ((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 float* a2 = (const float*) ((uintptr_t) a1 + a_stride); |
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float* c2 = (float*) ((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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do { |
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__m256 vacc0x01234567 = _mm256_load_ps(acc + 0); |
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__m256 vacc0x89ABCDEF = _mm256_load_ps(acc + 8); |
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__m256 vacc1x01234567 = _mm256_load_ps(acc + 16); |
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__m256 vacc1x89ABCDEF = _mm256_load_ps(acc + 24); |
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__m256 vacc2x01234567 = _mm256_load_ps(acc + 32); |
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__m256 vacc2x89ABCDEF = _mm256_load_ps(acc + 40); |
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acc += 48; |
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size_t k = kc; |
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while (k >= 4 * sizeof(float)) { |
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__m256 va0 = _mm256_broadcast_ps((const __m128*) a0); |
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a0 += 4; |
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__m256 va1 = _mm256_broadcast_ps((const __m128*) a1); |
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a1 += 4; |
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__m256 va2 = _mm256_broadcast_ps((const __m128*) a2); |
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a2 += 4; |
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const __m256 vb01234567c0 = _mm256_load_ps(w + 0); |
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const __m256 vb89ABCDEFc0 = _mm256_load_ps(w + 8); |
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vacc0x01234567 = _mm256_fmadd_ps(va0, vb01234567c0, vacc0x01234567); |
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vacc1x01234567 = _mm256_fmadd_ps(va1, vb01234567c0, vacc1x01234567); |
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vacc2x01234567 = _mm256_fmadd_ps(va2, vb01234567c0, vacc2x01234567); |
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vacc0x89ABCDEF = _mm256_fmadd_ps(va0, vb89ABCDEFc0, vacc0x89ABCDEF); |
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vacc1x89ABCDEF = _mm256_fmadd_ps(va1, vb89ABCDEFc0, vacc1x89ABCDEF); |
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vacc2x89ABCDEF = _mm256_fmadd_ps(va2, vb89ABCDEFc0, vacc2x89ABCDEF); |
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va0 = _mm256_permute_ps(va0, _MM_SHUFFLE(0, 3, 2, 1)); |
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va1 = _mm256_permute_ps(va1, _MM_SHUFFLE(0, 3, 2, 1)); |
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va2 = _mm256_permute_ps(va2, _MM_SHUFFLE(0, 3, 2, 1)); |
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const __m256 vb01234567c1 = _mm256_load_ps(w + 16); |
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const __m256 vb89ABCDEFc1 = _mm256_load_ps(w + 24); |
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vacc0x01234567 = _mm256_fmadd_ps(va0, vb01234567c1, vacc0x01234567); |
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vacc1x01234567 = _mm256_fmadd_ps(va1, vb01234567c1, vacc1x01234567); |
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vacc2x01234567 = _mm256_fmadd_ps(va2, vb01234567c1, vacc2x01234567); |
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vacc0x89ABCDEF = _mm256_fmadd_ps(va0, vb89ABCDEFc1, vacc0x89ABCDEF); |
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vacc1x89ABCDEF = _mm256_fmadd_ps(va1, vb89ABCDEFc1, vacc1x89ABCDEF); |
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vacc2x89ABCDEF = _mm256_fmadd_ps(va2, vb89ABCDEFc1, vacc2x89ABCDEF); |
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va0 = _mm256_permute_ps(va0, _MM_SHUFFLE(0, 3, 2, 1)); |
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va1 = _mm256_permute_ps(va1, _MM_SHUFFLE(0, 3, 2, 1)); |
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va2 = _mm256_permute_ps(va2, _MM_SHUFFLE(0, 3, 2, 1)); |
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const __m256 vb01234567c2 = _mm256_load_ps(w + 32); |
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const __m256 vb89ABCDEFc2 = _mm256_load_ps(w + 40); |
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vacc0x01234567 = _mm256_fmadd_ps(va0, vb01234567c2, vacc0x01234567); |
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vacc1x01234567 = _mm256_fmadd_ps(va1, vb01234567c2, vacc1x01234567); |
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vacc2x01234567 = _mm256_fmadd_ps(va2, vb01234567c2, vacc2x01234567); |
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vacc0x89ABCDEF = _mm256_fmadd_ps(va0, vb89ABCDEFc2, vacc0x89ABCDEF); |
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vacc1x89ABCDEF = _mm256_fmadd_ps(va1, vb89ABCDEFc2, vacc1x89ABCDEF); |
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vacc2x89ABCDEF = _mm256_fmadd_ps(va2, vb89ABCDEFc2, vacc2x89ABCDEF); |
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va0 = _mm256_permute_ps(va0, _MM_SHUFFLE(0, 3, 2, 1)); |
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va1 = _mm256_permute_ps(va1, _MM_SHUFFLE(0, 3, 2, 1)); |
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va2 = _mm256_permute_ps(va2, _MM_SHUFFLE(0, 3, 2, 1)); |
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const __m256 vb01234567c3 = _mm256_load_ps(w + 48); |
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const __m256 vb89ABCDEFc3 = _mm256_load_ps(w + 56); |
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vacc0x01234567 = _mm256_fmadd_ps(va0, vb01234567c3, vacc0x01234567); |
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vacc1x01234567 = _mm256_fmadd_ps(va1, vb01234567c3, vacc1x01234567); |
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vacc2x01234567 = _mm256_fmadd_ps(va2, vb01234567c3, vacc2x01234567); |
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vacc0x89ABCDEF = _mm256_fmadd_ps(va0, vb89ABCDEFc3, vacc0x89ABCDEF); |
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vacc1x89ABCDEF = _mm256_fmadd_ps(va1, vb89ABCDEFc3, vacc1x89ABCDEF); |
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vacc2x89ABCDEF = _mm256_fmadd_ps(va2, vb89ABCDEFc3, vacc2x89ABCDEF); |
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w += 64; |
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k -= 4 * sizeof(float); |
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} |
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if XNN_UNLIKELY(k != 0) { |
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__m256 va0 = _mm256_broadcast_ps((const __m128*) a0); |
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a0 = (const float*) ((uintptr_t) a0 + k); |
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__m256 va1 = _mm256_broadcast_ps((const __m128*) a1); |
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a1 = (const float*) ((uintptr_t) a1 + k); |
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__m256 va2 = _mm256_broadcast_ps((const __m128*) a2); |
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a2 = (const float*) ((uintptr_t) a2 + k); |
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const __m256 vzero = _mm256_setzero_ps(); |
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const __m256 vb01234567c0 = _mm256_load_ps(w + 0); |
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const __m256 vb89ABCDEFc0 = _mm256_load_ps(w + 8); |
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vacc0x01234567 = _mm256_fmadd_ps(_mm256_and_ps(va0, _mm256_cmp_ps(vb01234567c0, vzero, _CMP_NEQ_OQ)), vb01234567c0, vacc0x01234567); |
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vacc1x01234567 = _mm256_fmadd_ps(_mm256_and_ps(va1, _mm256_cmp_ps(vb01234567c0, vzero, _CMP_NEQ_OQ)), vb01234567c0, vacc1x01234567); |
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vacc2x01234567 = _mm256_fmadd_ps(_mm256_and_ps(va2, _mm256_cmp_ps(vb01234567c0, vzero, _CMP_NEQ_OQ)), vb01234567c0, vacc2x01234567); |
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vacc0x89ABCDEF = _mm256_fmadd_ps(_mm256_and_ps(va0, _mm256_cmp_ps(vb89ABCDEFc0, vzero, _CMP_NEQ_OQ)), vb89ABCDEFc0, vacc0x89ABCDEF); |
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vacc1x89ABCDEF = _mm256_fmadd_ps(_mm256_and_ps(va1, _mm256_cmp_ps(vb89ABCDEFc0, vzero, _CMP_NEQ_OQ)), vb89ABCDEFc0, vacc1x89ABCDEF); |
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vacc2x89ABCDEF = _mm256_fmadd_ps(_mm256_and_ps(va2, _mm256_cmp_ps(vb89ABCDEFc0, vzero, _CMP_NEQ_OQ)), vb89ABCDEFc0, vacc2x89ABCDEF); |
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va0 = _mm256_permute_ps(va0, _MM_SHUFFLE(0, 3, 2, 1)); |
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va1 = _mm256_permute_ps(va1, _MM_SHUFFLE(0, 3, 2, 1)); |
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va2 = _mm256_permute_ps(va2, _MM_SHUFFLE(0, 3, 2, 1)); |
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const __m256 vb01234567c1 = _mm256_load_ps(w + 16); |
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const __m256 vb89ABCDEFc1 = _mm256_load_ps(w + 24); |
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vacc0x01234567 = _mm256_fmadd_ps(_mm256_and_ps(va0, _mm256_cmp_ps(vb01234567c1, vzero, _CMP_NEQ_OQ)), vb01234567c1, vacc0x01234567); |
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vacc1x01234567 = _mm256_fmadd_ps(_mm256_and_ps(va1, _mm256_cmp_ps(vb01234567c1, vzero, _CMP_NEQ_OQ)), vb01234567c1, vacc1x01234567); |
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vacc2x01234567 = _mm256_fmadd_ps(_mm256_and_ps(va2, _mm256_cmp_ps(vb01234567c1, vzero, _CMP_NEQ_OQ)), vb01234567c1, vacc2x01234567); |
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vacc0x89ABCDEF = _mm256_fmadd_ps(_mm256_and_ps(va0, _mm256_cmp_ps(vb89ABCDEFc1, vzero, _CMP_NEQ_OQ)), vb89ABCDEFc1, vacc0x89ABCDEF); |
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vacc1x89ABCDEF = _mm256_fmadd_ps(_mm256_and_ps(va1, _mm256_cmp_ps(vb89ABCDEFc1, vzero, _CMP_NEQ_OQ)), vb89ABCDEFc1, vacc1x89ABCDEF); |
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vacc2x89ABCDEF = _mm256_fmadd_ps(_mm256_and_ps(va2, _mm256_cmp_ps(vb89ABCDEFc1, vzero, _CMP_NEQ_OQ)), vb89ABCDEFc1, vacc2x89ABCDEF); |
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va0 = _mm256_permute_ps(va0, _MM_SHUFFLE(0, 3, 2, 1)); |
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va1 = _mm256_permute_ps(va1, _MM_SHUFFLE(0, 3, 2, 1)); |
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va2 = _mm256_permute_ps(va2, _MM_SHUFFLE(0, 3, 2, 1)); |
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const __m256 vb01234567c2 = _mm256_load_ps(w + 32); |
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const __m256 vb89ABCDEFc2 = _mm256_load_ps(w + 40); |
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vacc0x01234567 = _mm256_fmadd_ps(_mm256_and_ps(va0, _mm256_cmp_ps(vb01234567c2, vzero, _CMP_NEQ_OQ)), vb01234567c2, vacc0x01234567); |
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vacc1x01234567 = _mm256_fmadd_ps(_mm256_and_ps(va1, _mm256_cmp_ps(vb01234567c2, vzero, _CMP_NEQ_OQ)), vb01234567c2, vacc1x01234567); |
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vacc2x01234567 = _mm256_fmadd_ps(_mm256_and_ps(va2, _mm256_cmp_ps(vb01234567c2, vzero, _CMP_NEQ_OQ)), vb01234567c2, vacc2x01234567); |
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vacc0x89ABCDEF = _mm256_fmadd_ps(_mm256_and_ps(va0, _mm256_cmp_ps(vb89ABCDEFc2, vzero, _CMP_NEQ_OQ)), vb89ABCDEFc2, vacc0x89ABCDEF); |
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vacc1x89ABCDEF = _mm256_fmadd_ps(_mm256_and_ps(va1, _mm256_cmp_ps(vb89ABCDEFc2, vzero, _CMP_NEQ_OQ)), vb89ABCDEFc2, vacc1x89ABCDEF); |
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vacc2x89ABCDEF = _mm256_fmadd_ps(_mm256_and_ps(va2, _mm256_cmp_ps(vb89ABCDEFc2, vzero, _CMP_NEQ_OQ)), vb89ABCDEFc2, vacc2x89ABCDEF); |
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va0 = _mm256_permute_ps(va0, _MM_SHUFFLE(0, 3, 2, 1)); |
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va1 = _mm256_permute_ps(va1, _MM_SHUFFLE(0, 3, 2, 1)); |
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va2 = _mm256_permute_ps(va2, _MM_SHUFFLE(0, 3, 2, 1)); |
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const __m256 vb01234567c3 = _mm256_load_ps(w + 48); |
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const __m256 vb89ABCDEFc3 = _mm256_load_ps(w + 56); |
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vacc0x01234567 = _mm256_fmadd_ps(_mm256_and_ps(va0, _mm256_cmp_ps(vb01234567c3, vzero, _CMP_NEQ_OQ)), vb01234567c3, vacc0x01234567); |
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vacc1x01234567 = _mm256_fmadd_ps(_mm256_and_ps(va1, _mm256_cmp_ps(vb01234567c3, vzero, _CMP_NEQ_OQ)), vb01234567c3, vacc1x01234567); |
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vacc2x01234567 = _mm256_fmadd_ps(_mm256_and_ps(va2, _mm256_cmp_ps(vb01234567c3, vzero, _CMP_NEQ_OQ)), vb01234567c3, vacc2x01234567); |
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vacc0x89ABCDEF = _mm256_fmadd_ps(_mm256_and_ps(va0, _mm256_cmp_ps(vb89ABCDEFc3, vzero, _CMP_NEQ_OQ)), vb89ABCDEFc3, vacc0x89ABCDEF); |
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vacc1x89ABCDEF = _mm256_fmadd_ps(_mm256_and_ps(va1, _mm256_cmp_ps(vb89ABCDEFc3, vzero, _CMP_NEQ_OQ)), vb89ABCDEFc3, vacc1x89ABCDEF); |
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vacc2x89ABCDEF = _mm256_fmadd_ps(_mm256_and_ps(va2, _mm256_cmp_ps(vb89ABCDEFc3, vzero, _CMP_NEQ_OQ)), vb89ABCDEFc3, vacc2x89ABCDEF); |
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w += 64; |
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} |
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const __m256 vmin = _mm256_load_ps(params->avx.min); |
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vacc0x01234567 = _mm256_max_ps(vmin, vacc0x01234567); |
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vacc1x01234567 = _mm256_max_ps(vmin, vacc1x01234567); |
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vacc2x01234567 = _mm256_max_ps(vmin, vacc2x01234567); |
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vacc0x89ABCDEF = _mm256_max_ps(vmin, vacc0x89ABCDEF); |
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vacc1x89ABCDEF = _mm256_max_ps(vmin, vacc1x89ABCDEF); |
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vacc2x89ABCDEF = _mm256_max_ps(vmin, vacc2x89ABCDEF); |
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const __m256 vmax = _mm256_load_ps(params->avx.max); |
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vacc0x01234567 = _mm256_min_ps(vmax, vacc0x01234567); |
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vacc1x01234567 = _mm256_min_ps(vmax, vacc1x01234567); |
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vacc2x01234567 = _mm256_min_ps(vmax, vacc2x01234567); |
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vacc0x89ABCDEF = _mm256_min_ps(vmax, vacc0x89ABCDEF); |
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vacc1x89ABCDEF = _mm256_min_ps(vmax, vacc1x89ABCDEF); |
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vacc2x89ABCDEF = _mm256_min_ps(vmax, vacc2x89ABCDEF); |
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if XNN_LIKELY(nc >= 16) { |
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_mm256_storeu_ps(c2, vacc2x01234567); |
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_mm256_storeu_ps(c2 + 8, vacc2x89ABCDEF); |
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c2 = (float*) ((uintptr_t) c2 + cn_stride); |
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_mm256_storeu_ps(c1, vacc1x01234567); |
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_mm256_storeu_ps(c1 + 8, vacc1x89ABCDEF); |
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c1 = (float*) ((uintptr_t) c1 + cn_stride); |
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_mm256_storeu_ps(c0, vacc0x01234567); |
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_mm256_storeu_ps(c0 + 8, vacc0x89ABCDEF); |
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c0 = (float*) ((uintptr_t) c0 + cn_stride); |
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a2 = (const float*) ((uintptr_t) a2 - kc); |
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a1 = (const float*) ((uintptr_t) a1 - kc); |
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a0 = (const float*) ((uintptr_t) a0 - kc); |
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nc -= 16; |
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} else { |
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if (nc & 8) { |
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_mm256_storeu_ps(c2, vacc2x01234567); |
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_mm256_storeu_ps(c1, vacc1x01234567); |
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_mm256_storeu_ps(c0, vacc0x01234567); |
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vacc2x01234567 = vacc2x89ABCDEF; |
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vacc1x01234567 = vacc1x89ABCDEF; |
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vacc0x01234567 = vacc0x89ABCDEF; |
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c2 += 8; |
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c1 += 8; |
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c0 += 8; |
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} |
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__m128 vacc2x0123 = _mm256_castps256_ps128(vacc2x01234567); |
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__m128 vacc1x0123 = _mm256_castps256_ps128(vacc1x01234567); |
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__m128 vacc0x0123 = _mm256_castps256_ps128(vacc0x01234567); |
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if (nc & 4) { |
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_mm_storeu_ps(c2, vacc2x0123); |
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_mm_storeu_ps(c1, vacc1x0123); |
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_mm_storeu_ps(c0, vacc0x0123); |
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vacc2x0123 = _mm256_extractf128_ps(vacc2x01234567, 1); |
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vacc1x0123 = _mm256_extractf128_ps(vacc1x01234567, 1); |
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vacc0x0123 = _mm256_extractf128_ps(vacc0x01234567, 1); |
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c2 += 4; |
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c1 += 4; |
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c0 += 4; |
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} |
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if (nc & 2) { |
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_mm_storel_pi((__m64*) c2, vacc2x0123); |
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_mm_storel_pi((__m64*) c1, vacc1x0123); |
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_mm_storel_pi((__m64*) c0, vacc0x0123); |
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vacc2x0123 = _mm_movehl_ps(vacc2x0123, vacc2x0123); |
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vacc1x0123 = _mm_movehl_ps(vacc1x0123, vacc1x0123); |
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vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123); |
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c2 += 2; |
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c1 += 2; |
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c0 += 2; |
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} |
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if (nc & 1) { |
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_mm_store_ss(c2, vacc2x0123); |
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_mm_store_ss(c1, vacc1x0123); |
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_mm_store_ss(c0, vacc0x0123); |
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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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