// Auto-generated file. Do not edit! // Template: src/f32-sigmoid/avx-p5.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 static const int32_t mask_table[14] = {-1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, 0, 0}; void xnn_f32_sigmoid_ukernel__avx_rr2_p5_div_x16( size_t n, const float* x, float* y, const void* params) { assert(n % sizeof(float) == 0); const __m256 vsign_mask = _mm256_set1_ps(-0.0f); const __m256 vmagic_bias = _mm256_set1_ps(0x1.8000FEp23f); const __m256 vlog2e = _mm256_set1_ps(0x1.715476p0f); const __m256 vminus_ln2_hi = _mm256_set1_ps(-0x1.62E43p-1f); const __m256 vminus_ln2_lo = _mm256_set1_ps(0x1.05C61p-29f); const __m256 vc5 = _mm256_set1_ps(0x1.0F9F9Cp-7f); const __m256 vc4 = _mm256_set1_ps(0x1.573A1Ap-5f); const __m256 vc3 = _mm256_set1_ps(0x1.555A80p-3f); const __m256 vc2 = _mm256_set1_ps(0x1.FFFDC6p-2f); const __m256 vc1 = _mm256_set1_ps(0x1.FFFFF6p-1f); const __m256 vone = _mm256_set1_ps(1.0f); const __m256 vdenorm_cutoff = _mm256_set1_ps(-0x1.5D589Ep+6f); for (; n >= 16 * sizeof(float); n -= 16 * sizeof(float)) { const __m256 vx0 = _mm256_loadu_ps(x); const __m256 vx1 = _mm256_loadu_ps(x + 8); x += 16; const __m256 vz0 = _mm256_or_ps(vx0, vsign_mask); const __m256 vz1 = _mm256_or_ps(vx1, vsign_mask); __m256 vn0 = _mm256_add_ps(_mm256_mul_ps(vz0, vlog2e), vmagic_bias); __m256 vn1 = _mm256_add_ps(_mm256_mul_ps(vz1, vlog2e), vmagic_bias); const __m128 vs_lo0 = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn0)), 23)); const __m128 vs_hi0 = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn0, 1)), 23)); const __m256 vs0 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs_lo0), vs_hi0, 1); const __m128 vs_lo1 = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn1)), 23)); const __m128 vs_hi1 = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn1, 1)), 23)); const __m256 vs1 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs_lo1), vs_hi1, 1); vn0 = _mm256_sub_ps(vn0, vmagic_bias); vn1 = _mm256_sub_ps(vn1, vmagic_bias); __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); vt0 = _mm256_add_ps(_mm256_mul_ps(vn0, vminus_ln2_lo), vt0); vt1 = _mm256_add_ps(_mm256_mul_ps(vn1, vminus_ln2_lo), vt1); __m256 vp0 = _mm256_add_ps(_mm256_mul_ps(vc5, vt0), vc4); __m256 vp1 = _mm256_add_ps(_mm256_mul_ps(vc5, vt1), vc4); vp0 = _mm256_add_ps(_mm256_mul_ps(vp0, vt0), vc3); vp1 = _mm256_add_ps(_mm256_mul_ps(vp1, vt1), vc3); vp0 = _mm256_add_ps(_mm256_mul_ps(vp0, vt0), vc2); vp1 = _mm256_add_ps(_mm256_mul_ps(vp1, vt1), vc2); vp0 = _mm256_add_ps(_mm256_mul_ps(vp0, vt0), vc1); vp1 = _mm256_add_ps(_mm256_mul_ps(vp1, vt1), vc1); vt0 = _mm256_mul_ps(vt0, vs0); vt1 = _mm256_mul_ps(vt1, vs1); const __m256 ve0 = _mm256_add_ps(_mm256_mul_ps(vt0, vp0), vs0); const __m256 ve1 = _mm256_add_ps(_mm256_mul_ps(vt1, vp1), vs1); const __m256 vd0 = _mm256_add_ps(ve0, vone); const __m256 vd1 = _mm256_add_ps(ve1, vone); __m256 vf0 = _mm256_div_ps(ve0, vd0); __m256 vf1 = _mm256_div_ps(ve1, vd1); vf0 = _mm256_andnot_ps(_mm256_cmp_ps(vz0, vdenorm_cutoff, _CMP_LT_OS), vf0); vf1 = _mm256_andnot_ps(_mm256_cmp_ps(vz1, vdenorm_cutoff, _CMP_LT_OS), vf1); vf0 = _mm256_blendv_ps(_mm256_sub_ps(vone, vf0), vf0, vx0); vf1 = _mm256_blendv_ps(_mm256_sub_ps(vone, vf1), vf1, vx1); _mm256_storeu_ps(y, vf0); _mm256_storeu_ps(y + 8, vf1); y += 16; } for (; n >= 8 * sizeof(float); n -= 8 * sizeof(float)) { const __m256 vx = _mm256_loadu_ps(x); x += 8; const __m256 vz = _mm256_or_ps(vx, vsign_mask); __m256 vn = _mm256_add_ps(_mm256_mul_ps(vz, vlog2e), vmagic_bias); const __m128 vs_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn)), 23)); const __m128 vs_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn, 1)), 23)); const __m256 vs = _mm256_insertf128_ps(_mm256_castps128_ps256(vs_lo), vs_hi, 1); vn = _mm256_sub_ps(vn, vmagic_bias); __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 vp = _mm256_add_ps(_mm256_mul_ps(vc5, vt), vc4); vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc3); vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc2); vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc1); vt = _mm256_mul_ps(vt, vs); const __m256 ve = _mm256_add_ps(_mm256_mul_ps(vt, vp), vs); const __m256 vd = _mm256_add_ps(ve, vone); __m256 vf = _mm256_div_ps(ve, vd); vf = _mm256_andnot_ps(_mm256_cmp_ps(vz, vdenorm_cutoff, _CMP_LT_OS), vf); vf = _mm256_blendv_ps(_mm256_sub_ps(vone, vf), vf, vx); _mm256_storeu_ps(y, vf); 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)); const __m256 vx = _mm256_maskload_ps(x, vmask); const __m256 vz = _mm256_or_ps(vx, vsign_mask); __m256 vn = _mm256_add_ps(_mm256_mul_ps(vz, vlog2e), vmagic_bias); const __m128 vs_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn)), 23)); const __m128 vs_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn, 1)), 23)); const __m256 vs = _mm256_insertf128_ps(_mm256_castps128_ps256(vs_lo), vs_hi, 1); vn = _mm256_sub_ps(vn, vmagic_bias); __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 vp = _mm256_add_ps(_mm256_mul_ps(vc5, vt), vc4); vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc3); vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc2); vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc1); vt = _mm256_mul_ps(vt, vs); const __m256 ve = _mm256_add_ps(_mm256_mul_ps(vt, vp), vs); const __m256 vd = _mm256_add_ps(ve, vone); __m256 vf = _mm256_div_ps(ve, vd); vf = _mm256_andnot_ps(_mm256_cmp_ps(vz, vdenorm_cutoff, _CMP_LT_OS), vf); vf = _mm256_blendv_ps(_mm256_sub_ps(vone, vf), vf, vx); // _mm256_maskstore_ps(y, vmask, vf) could be used here, but triggers msan failures (probably an msan bug). __m128 vf_lo = _mm256_castps256_ps128(vf); if (n & (4 * sizeof(float))) { _mm_storeu_ps(y, vf_lo); vf_lo = _mm256_extractf128_ps(vf, 1); y += 4; } if (n & (2 * sizeof(float))) { _mm_storel_pi((__m64*) y, vf_lo); vf_lo = _mm_movehl_ps(vf_lo, vf_lo); y += 2; } if (n & (1 * sizeof(float))) { _mm_store_ss(y, vf_lo); } } }