// Auto-generated file. Do not edit! // Template: src/f32-velu/avx-rr2-lut16-p3.c.in // Generator: tools/xngen // // Copyright 2020 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. #include #include #include #include #include extern XNN_INTERNAL const int xnn_table_exp2minus_k_over_16[16]; static const int32_t mask_table[14] = {-1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, 0, 0}; void xnn_f32_velu_ukernel__avx_rr2_lut16_p3_x32( size_t n, const float* x, float* y, const union xnn_f32_elu_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(n % sizeof(float) == 0); const __m256 vprescale = _mm256_broadcast_ps((const __m128*) params->sse.prescale); const __m256 valpha = _mm256_broadcast_ps((const __m128*) params->sse.alpha); const __m256 vbeta = _mm256_broadcast_ps((const __m128*) params->sse.beta); const __m256 vsat_cutoff = _mm256_set1_ps(-0x1.154246p+4f); const __m256 vmagic_bias = _mm256_set1_ps(0x1.800000p19f); const __m256 vlog2e = _mm256_set1_ps(0x1.715476p+0f); const __m256 vindex_mask = _mm256_castsi256_ps(_mm256_set1_epi32(0xF)); const __m256 vminus_ln2_hi = _mm256_set1_ps(-0x1.62E400p-1f); const __m256 vminus_ln2_lo = _mm256_set1_ps(-0x1.7F7D1Cp-20f); const __m256 vc3 = _mm256_set1_ps(0x1.55561Cp-3f); const __m256 vc2 = _mm256_set1_ps(0x1.0001ECp-1f); const __m256 vone = _mm256_set1_ps(1.0f); for (; n >= 32 * sizeof(float); n -= 32 * sizeof(float)) { __m256 vx0 = _mm256_loadu_ps(x); __m256 vx1 = _mm256_loadu_ps(x + 8); __m256 vx2 = _mm256_loadu_ps(x + 16); __m256 vx3 = _mm256_loadu_ps(x + 24); x += 32; const __m256 vz0 = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx0, vprescale)); const __m256 vz1 = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx1, vprescale)); const __m256 vz2 = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx2, vprescale)); const __m256 vz3 = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx3, vprescale)); __m256 vn0 = _mm256_add_ps(_mm256_mul_ps(vz0, vlog2e), vmagic_bias); __m256 vn1 = _mm256_add_ps(_mm256_mul_ps(vz1, vlog2e), vmagic_bias); __m256 vn2 = _mm256_add_ps(_mm256_mul_ps(vz2, vlog2e), vmagic_bias); __m256 vn3 = _mm256_add_ps(_mm256_mul_ps(vz3, vlog2e), vmagic_bias); const __m256 vidx0 = _mm256_and_ps(vn0, vindex_mask); const __m128i vidx0_lo = _mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vidx0)), 2); const __m128i vidx0_hi = _mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vidx0, 1)), 2); #if XNN_ARCH_X86_64 const uint64_t vidx0_ll = (uint64_t) _mm_cvtsi128_si64(vidx0_lo); const uint64_t vidx0_lh = (uint64_t) _mm_extract_epi64(vidx0_lo, 1); const uint64_t vidx0_hl = (uint64_t) _mm_cvtsi128_si64(vidx0_hi); const uint64_t vidx0_hh = (uint64_t) _mm_extract_epi64(vidx0_hi, 1); __m128i vl0_ll = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx0_ll)); __m128i vl0_lh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx0_lh)); __m128i vl0_hl = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx0_hl)); __m128i vl0_hh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx0_hh)); vl0_ll = _mm_insert_epi32(vl0_ll, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx0_ll >> 32))), 1); vl0_lh = _mm_insert_epi32(vl0_lh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx0_lh >> 32))), 1); vl0_hl = _mm_insert_epi32(vl0_hl, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx0_hl >> 32))), 1); vl0_hh = _mm_insert_epi32(vl0_hh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx0_hh >> 32))), 1); #else __m128i vl0_ll = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_cvtsi128_si32(vidx0_lo))); __m128i vl0_lh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx0_lo, 2))); __m128i vl0_hl = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_cvtsi128_si32(vidx0_hi))); __m128i vl0_hh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx0_hi, 2))); vl0_ll = _mm_insert_epi32(vl0_ll, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx0_lo, 1))), 1); vl0_lh = _mm_insert_epi32(vl0_lh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx0_lo, 3))), 1); vl0_hl = _mm_insert_epi32(vl0_hl, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx0_hi, 1))), 1); vl0_hh = _mm_insert_epi32(vl0_hh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx0_hi, 3))), 1); #endif const __m128i vl0_lo = _mm_unpacklo_epi64(vl0_ll, vl0_lh); const __m128i vl0_hi = _mm_unpacklo_epi64(vl0_hl, vl0_hh); const __m256 vidx1 = _mm256_and_ps(vn1, vindex_mask); const __m128i vidx1_lo = _mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vidx1)), 2); const __m128i vidx1_hi = _mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vidx1, 1)), 2); #if XNN_ARCH_X86_64 const uint64_t vidx1_ll = (uint64_t) _mm_cvtsi128_si64(vidx1_lo); const uint64_t vidx1_lh = (uint64_t) _mm_extract_epi64(vidx1_lo, 1); const uint64_t vidx1_hl = (uint64_t) _mm_cvtsi128_si64(vidx1_hi); const uint64_t vidx1_hh = (uint64_t) _mm_extract_epi64(vidx1_hi, 1); __m128i vl1_ll = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx1_ll)); __m128i vl1_lh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx1_lh)); __m128i vl1_hl = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx1_hl)); __m128i vl1_hh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx1_hh)); vl1_ll = _mm_insert_epi32(vl1_ll, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx1_ll >> 32))), 1); vl1_lh = _mm_insert_epi32(vl1_lh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx1_lh >> 32))), 1); vl1_hl = _mm_insert_epi32(vl1_hl, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx1_hl >> 32))), 1); vl1_hh = _mm_insert_epi32(vl1_hh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx1_hh >> 32))), 1); #else __m128i vl1_ll = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_cvtsi128_si32(vidx1_lo))); __m128i vl1_lh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx1_lo, 2))); __m128i vl1_hl = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_cvtsi128_si32(vidx1_hi))); __m128i vl1_hh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx1_hi, 2))); vl1_ll = _mm_insert_epi32(vl1_ll, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx1_lo, 1))), 1); vl1_lh = _mm_insert_epi32(vl1_lh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx1_lo, 3))), 1); vl1_hl = _mm_insert_epi32(vl1_hl, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx1_hi, 1))), 1); vl1_hh = _mm_insert_epi32(vl1_hh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx1_hi, 3))), 1); #endif const __m128i vl1_lo = _mm_unpacklo_epi64(vl1_ll, vl1_lh); const __m128i vl1_hi = _mm_unpacklo_epi64(vl1_hl, vl1_hh); const __m256 vidx2 = _mm256_and_ps(vn2, vindex_mask); const __m128i vidx2_lo = _mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vidx2)), 2); const __m128i vidx2_hi = _mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vidx2, 1)), 2); #if XNN_ARCH_X86_64 const uint64_t vidx2_ll = (uint64_t) _mm_cvtsi128_si64(vidx2_lo); const uint64_t vidx2_lh = (uint64_t) _mm_extract_epi64(vidx2_lo, 1); const uint64_t vidx2_hl = (uint64_t) _mm_cvtsi128_si64(vidx2_hi); const uint64_t vidx2_hh = (uint64_t) _mm_extract_epi64(vidx2_hi, 1); __m128i vl2_ll = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx2_ll)); __m128i vl2_lh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx2_lh)); __m128i vl2_hl = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx2_hl)); __m128i vl2_hh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx2_hh)); vl2_ll = _mm_insert_epi32(vl2_ll, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx2_ll >> 32))), 1); vl2_lh = _mm_insert_epi32(vl2_lh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx2_lh >> 32))), 1); vl2_hl = _mm_insert_epi32(vl2_hl, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx2_hl >> 32))), 1); vl2_hh = _mm_insert_epi32(vl2_hh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx2_hh >> 32))), 1); #else __m128i vl2_ll = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_cvtsi128_si32(vidx2_lo))); __m128i vl2_lh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx2_lo, 2))); __m128i vl2_hl = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_cvtsi128_si32(vidx2_hi))); __m128i vl2_hh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx2_hi, 2))); vl2_ll = _mm_insert_epi32(vl2_ll, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx2_lo, 1))), 1); vl2_lh = _mm_insert_epi32(vl2_lh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx2_lo, 3))), 1); vl2_hl = _mm_insert_epi32(vl2_hl, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx2_hi, 1))), 1); vl2_hh = _mm_insert_epi32(vl2_hh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx2_hi, 3))), 1); #endif const __m128i vl2_lo = _mm_unpacklo_epi64(vl2_ll, vl2_lh); const __m128i vl2_hi = _mm_unpacklo_epi64(vl2_hl, vl2_hh); const __m256 vidx3 = _mm256_and_ps(vn3, vindex_mask); const __m128i vidx3_lo = _mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vidx3)), 2); const __m128i vidx3_hi = _mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vidx3, 1)), 2); #if XNN_ARCH_X86_64 const uint64_t vidx3_ll = (uint64_t) _mm_cvtsi128_si64(vidx3_lo); const uint64_t vidx3_lh = (uint64_t) _mm_extract_epi64(vidx3_lo, 1); const uint64_t vidx3_hl = (uint64_t) _mm_cvtsi128_si64(vidx3_hi); const uint64_t vidx3_hh = (uint64_t) _mm_extract_epi64(vidx3_hi, 1); __m128i vl3_ll = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx3_ll)); __m128i vl3_lh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx3_lh)); __m128i vl3_hl = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx3_hl)); __m128i vl3_hh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx3_hh)); vl3_ll = _mm_insert_epi32(vl3_ll, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx3_ll >> 32))), 1); vl3_lh = _mm_insert_epi32(vl3_lh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx3_lh >> 32))), 1); vl3_hl = _mm_insert_epi32(vl3_hl, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx3_hl >> 32))), 1); vl3_hh = _mm_insert_epi32(vl3_hh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx3_hh >> 32))), 1); #else __m128i vl3_ll = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_cvtsi128_si32(vidx3_lo))); __m128i vl3_lh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx3_lo, 2))); __m128i vl3_hl = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_cvtsi128_si32(vidx3_hi))); __m128i vl3_hh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx3_hi, 2))); vl3_ll = _mm_insert_epi32(vl3_ll, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx3_lo, 1))), 1); vl3_lh = _mm_insert_epi32(vl3_lh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx3_lo, 3))), 1); vl3_hl = _mm_insert_epi32(vl3_hl, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx3_hi, 1))), 1); vl3_hh = _mm_insert_epi32(vl3_hh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx3_hi, 3))), 1); #endif const __m128i vl3_lo = _mm_unpacklo_epi64(vl3_ll, vl3_lh); const __m128i vl3_hi = _mm_unpacklo_epi64(vl3_hl, vl3_hh); const __m128i ven0_lo = _mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn0)), 19); const __m128i ven0_hi = _mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn0, 1)), 19); vn0 = _mm256_sub_ps(vn0, vmagic_bias); const __m128 vs0_lo = _mm_castsi128_ps(_mm_add_epi32(vl0_lo, ven0_lo)); const __m128 vs0_hi = _mm_castsi128_ps(_mm_add_epi32(vl0_hi, ven0_hi)); const __m128i ven1_lo = _mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn1)), 19); const __m128i ven1_hi = _mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn1, 1)), 19); vn1 = _mm256_sub_ps(vn1, vmagic_bias); const __m128 vs1_lo = _mm_castsi128_ps(_mm_add_epi32(vl1_lo, ven1_lo)); const __m128 vs1_hi = _mm_castsi128_ps(_mm_add_epi32(vl1_hi, ven1_hi)); const __m128i ven2_lo = _mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn2)), 19); const __m128i ven2_hi = _mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn2, 1)), 19); vn2 = _mm256_sub_ps(vn2, vmagic_bias); const __m128 vs2_lo = _mm_castsi128_ps(_mm_add_epi32(vl2_lo, ven2_lo)); const __m128 vs2_hi = _mm_castsi128_ps(_mm_add_epi32(vl2_hi, ven2_hi)); const __m128i ven3_lo = _mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn3)), 19); const __m128i ven3_hi = _mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn3, 1)), 19); vn3 = _mm256_sub_ps(vn3, vmagic_bias); const __m128 vs3_lo = _mm_castsi128_ps(_mm_add_epi32(vl3_lo, ven3_lo)); const __m128 vs3_hi = _mm_castsi128_ps(_mm_add_epi32(vl3_hi, ven3_hi)); __m256 vt0 = _mm256_add_ps(_mm256_mul_ps(vn0, vminus_ln2_hi), vz0); __m256 vt1 = _mm256_add_ps(_mm256_mul_ps(vn1, vminus_ln2_hi), vz1); __m256 vt2 = _mm256_add_ps(_mm256_mul_ps(vn2, vminus_ln2_hi), vz2); __m256 vt3 = _mm256_add_ps(_mm256_mul_ps(vn3, vminus_ln2_hi), vz3); vt0 = _mm256_add_ps(_mm256_mul_ps(vn0, vminus_ln2_lo), vt0); __m256 vs0 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs0_lo), vs0_hi, 1); vt1 = _mm256_add_ps(_mm256_mul_ps(vn1, vminus_ln2_lo), vt1); __m256 vs1 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs1_lo), vs1_hi, 1); vt2 = _mm256_add_ps(_mm256_mul_ps(vn2, vminus_ln2_lo), vt2); __m256 vs2 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs2_lo), vs2_hi, 1); vt3 = _mm256_add_ps(_mm256_mul_ps(vn3, vminus_ln2_lo), vt3); __m256 vs3 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs3_lo), vs3_hi, 1); __m256 vp0 = _mm256_add_ps(_mm256_mul_ps(vc3, vt0), vc2); __m256 vp1 = _mm256_add_ps(_mm256_mul_ps(vc3, vt1), vc2); __m256 vp2 = _mm256_add_ps(_mm256_mul_ps(vc3, vt2), vc2); __m256 vp3 = _mm256_add_ps(_mm256_mul_ps(vc3, vt3), vc2); vp0 = _mm256_mul_ps(vp0, vt0); vp1 = _mm256_mul_ps(vp1, vt1); vp2 = _mm256_mul_ps(vp2, vt2); vp3 = _mm256_mul_ps(vp3, vt3); vt0 = _mm256_mul_ps(vt0, vs0); vs0 = _mm256_sub_ps(vs0, vone); vt1 = _mm256_mul_ps(vt1, vs1); vs1 = _mm256_sub_ps(vs1, vone); vt2 = _mm256_mul_ps(vt2, vs2); vs2 = _mm256_sub_ps(vs2, vone); vt3 = _mm256_mul_ps(vt3, vs3); vs3 = _mm256_sub_ps(vs3, vone); vp0 = _mm256_add_ps(_mm256_mul_ps(vp0, vt0), vt0); vp1 = _mm256_add_ps(_mm256_mul_ps(vp1, vt1), vt1); vp2 = _mm256_add_ps(_mm256_mul_ps(vp2, vt2), vt2); vp3 = _mm256_add_ps(_mm256_mul_ps(vp3, vt3), vt3); const __m256 ve0 = _mm256_mul_ps(_mm256_add_ps(vp0, vs0), valpha); vx0 = _mm256_mul_ps(vx0, vbeta); const __m256 ve1 = _mm256_mul_ps(_mm256_add_ps(vp1, vs1), valpha); vx1 = _mm256_mul_ps(vx1, vbeta); const __m256 ve2 = _mm256_mul_ps(_mm256_add_ps(vp2, vs2), valpha); vx2 = _mm256_mul_ps(vx2, vbeta); const __m256 ve3 = _mm256_mul_ps(_mm256_add_ps(vp3, vs3), valpha); vx3 = _mm256_mul_ps(vx3, vbeta); const __m256 vy0 = _mm256_blendv_ps(vx0, ve0, vx0); const __m256 vy1 = _mm256_blendv_ps(vx1, ve1, vx1); const __m256 vy2 = _mm256_blendv_ps(vx2, ve2, vx2); const __m256 vy3 = _mm256_blendv_ps(vx3, ve3, vx3); _mm256_storeu_ps(y, vy0); _mm256_storeu_ps(y + 8, vy1); _mm256_storeu_ps(y + 16, vy2); _mm256_storeu_ps(y + 24, vy3); y += 32; } for (; n >= 8 * sizeof(float); n -= 8 * sizeof(float)) { __m256 vx = _mm256_loadu_ps(x); x += 8; const __m256 vz = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx, vprescale)); __m256 vn = _mm256_add_ps(_mm256_mul_ps(vz, vlog2e), vmagic_bias); const __m256 vidx = _mm256_and_ps(vn, vindex_mask); const __m128i vidx_lo = _mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vidx)), 2); const __m128i vidx_hi = _mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vidx, 1)), 2); #if XNN_ARCH_X86_64 const uint64_t vidx_ll = (uint64_t) _mm_cvtsi128_si64(vidx_lo); const uint64_t vidx_lh = (uint64_t) _mm_extract_epi64(vidx_lo, 1); const uint64_t vidx_hl = (uint64_t) _mm_cvtsi128_si64(vidx_hi); const uint64_t vidx_hh = (uint64_t) _mm_extract_epi64(vidx_hi, 1); __m128i vl_ll = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx_ll)); __m128i vl_lh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx_lh)); __m128i vl_hl = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx_hl)); __m128i vl_hh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx_hh)); vl_ll = _mm_insert_epi32(vl_ll, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx_ll >> 32))), 1); vl_lh = _mm_insert_epi32(vl_lh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx_lh >> 32))), 1); vl_hl = _mm_insert_epi32(vl_hl, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx_hl >> 32))), 1); vl_hh = _mm_insert_epi32(vl_hh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx_hh >> 32))), 1); #else __m128i vl_ll = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_cvtsi128_si32(vidx_lo))); __m128i vl_lh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx_lo, 2))); __m128i vl_hl = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_cvtsi128_si32(vidx_hi))); __m128i vl_hh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx_hi, 2))); vl_ll = _mm_insert_epi32(vl_ll, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx_lo, 1))), 1); vl_lh = _mm_insert_epi32(vl_lh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx_lo, 3))), 1); vl_hl = _mm_insert_epi32(vl_hl, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx_hi, 1))), 1); vl_hh = _mm_insert_epi32(vl_hh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx_hi, 3))), 1); #endif const __m128i ven_lo = _mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn)), 19); const __m128i ven_hi = _mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn, 1)), 19); const __m128i vl_lo = _mm_unpacklo_epi64(vl_ll, vl_lh); const __m128i vl_hi = _mm_unpacklo_epi64(vl_hl, vl_hh); vn = _mm256_sub_ps(vn, vmagic_bias); const __m128 vs_lo = _mm_castsi128_ps(_mm_add_epi32(vl_lo, ven_lo)); const __m128 vs_hi = _mm_castsi128_ps(_mm_add_epi32(vl_hi, ven_hi)); __m256 vt = _mm256_add_ps(_mm256_mul_ps(vn, vminus_ln2_hi), vz); vt = _mm256_add_ps(_mm256_mul_ps(vn, vminus_ln2_lo), vt); __m256 vs = _mm256_insertf128_ps(_mm256_castps128_ps256(vs_lo), vs_hi, 1); __m256 vp = _mm256_add_ps(_mm256_mul_ps(vc3, vt), vc2); vp = _mm256_mul_ps(vp, vt); vt = _mm256_mul_ps(vt, vs); vs = _mm256_sub_ps(vs, vone); vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vt); const __m256 ve = _mm256_mul_ps(_mm256_add_ps(vp, vs), valpha); vx = _mm256_mul_ps(vx, vbeta); const __m256 vy = _mm256_blendv_ps(vx, ve, vx); _mm256_storeu_ps(y, vy); y += 8; } if XNN_UNLIKELY(n != 0) { assert(n >= 1 * sizeof(float)); assert(n <= 7 * sizeof(float)); __m256i vmask = _mm256_loadu_si256((const __m256i*) ((uintptr_t) &mask_table[7] - n)); __m256 vx = _mm256_maskload_ps(x, vmask); const __m256 vz = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx, vprescale)); __m256 vn = _mm256_add_ps(_mm256_mul_ps(vz, vlog2e), vmagic_bias); const __m256 vidx = _mm256_and_ps(vn, vindex_mask); const __m128i vidx_lo = _mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vidx)), 2); const __m128i vidx_hi = _mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vidx, 1)), 2); #if XNN_ARCH_X86_64 const uint64_t vidx_ll = (uint64_t) _mm_cvtsi128_si64(vidx_lo); const uint64_t vidx_lh = (uint64_t) _mm_extract_epi64(vidx_lo, 1); const uint64_t vidx_hl = (uint64_t) _mm_cvtsi128_si64(vidx_hi); const uint64_t vidx_hh = (uint64_t) _mm_extract_epi64(vidx_hi, 1); __m128i vl_ll = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx_ll)); __m128i vl_lh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx_lh)); __m128i vl_hl = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx_hl)); __m128i vl_hh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) vidx_hh)); vl_ll = _mm_insert_epi32(vl_ll, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx_ll >> 32))), 1); vl_lh = _mm_insert_epi32(vl_lh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx_lh >> 32))), 1); vl_hl = _mm_insert_epi32(vl_hl, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx_hl >> 32))), 1); vl_hh = _mm_insert_epi32(vl_hh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) (vidx_hh >> 32))), 1); #else __m128i vl_ll = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_cvtsi128_si32(vidx_lo))); __m128i vl_lh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx_lo, 2))); __m128i vl_hl = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_cvtsi128_si32(vidx_hi))); __m128i vl_hh = _mm_loadu_si32((const void*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx_hi, 2))); vl_ll = _mm_insert_epi32(vl_ll, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx_lo, 1))), 1); vl_lh = _mm_insert_epi32(vl_lh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx_lo, 3))), 1); vl_hl = _mm_insert_epi32(vl_hl, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx_hi, 1))), 1); vl_hh = _mm_insert_epi32(vl_hh, *((const int*) ((uintptr_t) xnn_table_exp2minus_k_over_16 + (uint32_t) _mm_extract_epi32(vidx_hi, 3))), 1); #endif const __m128i ven_lo = _mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn)), 19); const __m128i ven_hi = _mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn, 1)), 19); const __m128i vl_lo = _mm_unpacklo_epi64(vl_ll, vl_lh); const __m128i vl_hi = _mm_unpacklo_epi64(vl_hl, vl_hh); vn = _mm256_sub_ps(vn, vmagic_bias); const __m128 vs_lo = _mm_castsi128_ps(_mm_add_epi32(vl_lo, ven_lo)); const __m128 vs_hi = _mm_castsi128_ps(_mm_add_epi32(vl_hi, ven_hi)); __m256 vt = _mm256_add_ps(_mm256_mul_ps(vn, vminus_ln2_hi), vz); vt = _mm256_add_ps(_mm256_mul_ps(vn, vminus_ln2_lo), vt); __m256 vs = _mm256_insertf128_ps(_mm256_castps128_ps256(vs_lo), vs_hi, 1); __m256 vp = _mm256_add_ps(_mm256_mul_ps(vc3, vt), vc2); vp = _mm256_mul_ps(vp, vt); vt = _mm256_mul_ps(vt, vs); vs = _mm256_sub_ps(vs, vone); vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vt); const __m256 ve = _mm256_mul_ps(_mm256_add_ps(vp, vs), valpha); vx = _mm256_mul_ps(vx, vbeta); const __m256 vy = _mm256_blendv_ps(vx, ve, vx); // _mm256_maskstore_ps(y, vmask, vf) could be used here, but triggers msan failures (probably an msan bug). __m128 vy_lo = _mm256_castps256_ps128(vy); if (n & (4 * sizeof(float))) { _mm_storeu_ps(y, vy_lo); vy_lo = _mm256_extractf128_ps(vy, 1); y += 4; } if (n & (2 * sizeof(float))) { _mm_storel_pi((__m64*) y, vy_lo); vy_lo = _mm_movehl_ps(vy_lo, vy_lo); y += 2; } if (n & (1 * sizeof(float))) { _mm_store_ss(y, vy_lo); } } }