// Auto-generated file. Do not edit! // Template: src/f32-vsigmoid/avx-rr2-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 "xnnpack/common.h" #include "xnnpack/vunary.h" void xnn_f32_vsigmoid_ukernel__avx_rr2_p5_nr2_u32( size_t batch, const float* input, float* output, const struct xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(batch != 0); assert(batch % sizeof(float) == 0); assert(input != NULL); assert(output != NULL); static const int32_t mask_table[14] = {-1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, 0, 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(-0x1.62E400p-1f); const __m256 vminus_ln2_lo = _mm256_set1_ps(-0x1.7F7D1Cp-20f); 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); XNN_FORCE_REALIZATION(vsign_mask); XNN_FORCE_REALIZATION(vmagic_bias); XNN_FORCE_REALIZATION(vlog2e); XNN_FORCE_REALIZATION(vminus_ln2_hi); XNN_FORCE_REALIZATION(vminus_ln2_lo); XNN_FORCE_REALIZATION(vc5); XNN_FORCE_REALIZATION(vc4); XNN_FORCE_REALIZATION(vc3); XNN_FORCE_REALIZATION(vc2); XNN_FORCE_REALIZATION(vc1); XNN_FORCE_REALIZATION(vone); XNN_FORCE_REALIZATION(vdenorm_cutoff); const __m256 vtwo = _mm256_set1_ps(2.0f); XNN_FORCE_REALIZATION(vtwo); for (; batch >= 32 * sizeof(float); batch -= 32 * sizeof(float)) { const __m256 vx0 = _mm256_loadu_ps(input); const __m256 vx1 = _mm256_loadu_ps(input + 8); const __m256 vx2 = _mm256_loadu_ps(input + 16); const __m256 vx3 = _mm256_loadu_ps(input + 24); input += 32; const __m256 vz0 = _mm256_or_ps(vx0, vsign_mask); const __m256 vz1 = _mm256_or_ps(vx1, vsign_mask); const __m256 vz2 = _mm256_or_ps(vx2, vsign_mask); const __m256 vz3 = _mm256_or_ps(vx3, 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); __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 __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); const __m128 vs_lo2 = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn2)), 23)); const __m128 vs_hi2 = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn2, 1)), 23)); const __m256 vs2 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs_lo2), vs_hi2, 1); const __m128 vs_lo3 = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn3)), 23)); const __m128 vs_hi3 = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn3, 1)), 23)); const __m256 vs3 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs_lo3), vs_hi3, 1); vn0 = _mm256_sub_ps(vn0, vmagic_bias); vn1 = _mm256_sub_ps(vn1, vmagic_bias); vn2 = _mm256_sub_ps(vn2, vmagic_bias); vn3 = _mm256_sub_ps(vn3, 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); __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); vt1 = _mm256_add_ps(_mm256_mul_ps(vn1, vminus_ln2_lo), vt1); vt2 = _mm256_add_ps(_mm256_mul_ps(vn2, vminus_ln2_lo), vt2); vt3 = _mm256_add_ps(_mm256_mul_ps(vn3, vminus_ln2_lo), vt3); __m256 vp0 = _mm256_add_ps(_mm256_mul_ps(vc5, vt0), vc4); __m256 vp1 = _mm256_add_ps(_mm256_mul_ps(vc5, vt1), vc4); __m256 vp2 = _mm256_add_ps(_mm256_mul_ps(vc5, vt2), vc4); __m256 vp3 = _mm256_add_ps(_mm256_mul_ps(vc5, vt3), vc4); vp0 = _mm256_add_ps(_mm256_mul_ps(vp0, vt0), vc3); vp1 = _mm256_add_ps(_mm256_mul_ps(vp1, vt1), vc3); vp2 = _mm256_add_ps(_mm256_mul_ps(vp2, vt2), vc3); vp3 = _mm256_add_ps(_mm256_mul_ps(vp3, vt3), vc3); vp0 = _mm256_add_ps(_mm256_mul_ps(vp0, vt0), vc2); vp1 = _mm256_add_ps(_mm256_mul_ps(vp1, vt1), vc2); vp2 = _mm256_add_ps(_mm256_mul_ps(vp2, vt2), vc2); vp3 = _mm256_add_ps(_mm256_mul_ps(vp3, vt3), vc2); vp0 = _mm256_add_ps(_mm256_mul_ps(vp0, vt0), vc1); vp1 = _mm256_add_ps(_mm256_mul_ps(vp1, vt1), vc1); vp2 = _mm256_add_ps(_mm256_mul_ps(vp2, vt2), vc1); vp3 = _mm256_add_ps(_mm256_mul_ps(vp3, vt3), vc1); vt0 = _mm256_mul_ps(vt0, vs0); vt1 = _mm256_mul_ps(vt1, vs1); vt2 = _mm256_mul_ps(vt2, vs2); vt3 = _mm256_mul_ps(vt3, vs3); 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 ve2 = _mm256_add_ps(_mm256_mul_ps(vt2, vp2), vs2); const __m256 ve3 = _mm256_add_ps(_mm256_mul_ps(vt3, vp3), vs3); const __m256 vd0 = _mm256_add_ps(ve0, vone); const __m256 vd1 = _mm256_add_ps(ve1, vone); const __m256 vd2 = _mm256_add_ps(ve2, vone); const __m256 vd3 = _mm256_add_ps(ve3, vone); __m256 vr0 = _mm256_rcp_ps(vd0); __m256 vr1 = _mm256_rcp_ps(vd1); __m256 vr2 = _mm256_rcp_ps(vd2); __m256 vr3 = _mm256_rcp_ps(vd3); vr0 = _mm256_mul_ps(vr0, _mm256_sub_ps(vtwo, _mm256_mul_ps(vr0, vd0))); vr0 = _mm256_mul_ps(vr0, _mm256_sub_ps(vtwo, _mm256_mul_ps(vr0, vd0))); vr1 = _mm256_mul_ps(vr1, _mm256_sub_ps(vtwo, _mm256_mul_ps(vr1, vd1))); vr1 = _mm256_mul_ps(vr1, _mm256_sub_ps(vtwo, _mm256_mul_ps(vr1, vd1))); vr2 = _mm256_mul_ps(vr2, _mm256_sub_ps(vtwo, _mm256_mul_ps(vr2, vd2))); vr2 = _mm256_mul_ps(vr2, _mm256_sub_ps(vtwo, _mm256_mul_ps(vr2, vd2))); vr3 = _mm256_mul_ps(vr3, _mm256_sub_ps(vtwo, _mm256_mul_ps(vr3, vd3))); vr3 = _mm256_mul_ps(vr3, _mm256_sub_ps(vtwo, _mm256_mul_ps(vr3, vd3))); __m256 vf0 = _mm256_mul_ps(ve0, vr0); __m256 vf1 = _mm256_mul_ps(ve1, vr1); __m256 vf2 = _mm256_mul_ps(ve2, vr2); __m256 vf3 = _mm256_mul_ps(ve3, vr3); 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); vf2 = _mm256_andnot_ps(_mm256_cmp_ps(vz2, vdenorm_cutoff, _CMP_LT_OS), vf2); vf3 = _mm256_andnot_ps(_mm256_cmp_ps(vz3, vdenorm_cutoff, _CMP_LT_OS), vf3); vf0 = _mm256_blendv_ps(_mm256_sub_ps(vone, vf0), vf0, vx0); vf1 = _mm256_blendv_ps(_mm256_sub_ps(vone, vf1), vf1, vx1); vf2 = _mm256_blendv_ps(_mm256_sub_ps(vone, vf2), vf2, vx2); vf3 = _mm256_blendv_ps(_mm256_sub_ps(vone, vf3), vf3, vx3); _mm256_storeu_ps(output, vf0); _mm256_storeu_ps(output + 8, vf1); _mm256_storeu_ps(output + 16, vf2); _mm256_storeu_ps(output + 24, vf3); output += 32; } for (; batch >= 8 * sizeof(float); batch -= 8 * sizeof(float)) { const __m256 vx = _mm256_loadu_ps(input); input += 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 vr = _mm256_rcp_ps(vd); vr = _mm256_mul_ps(vr, _mm256_sub_ps(vtwo, _mm256_mul_ps(vr, vd))); vr = _mm256_mul_ps(vr, _mm256_sub_ps(vtwo, _mm256_mul_ps(vr, vd))); __m256 vf = _mm256_mul_ps(ve, vr); 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(output, vf); output += 8; } if XNN_UNLIKELY(batch != 0) { assert(batch >= 1 * sizeof(float)); assert(batch <= 7 * sizeof(float)); const __m256i vmask = _mm256_loadu_si256((const __m256i*) ((uintptr_t) &mask_table[7] - batch)); const __m256 vx = _mm256_maskload_ps(input, 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 vr = _mm256_rcp_ps(vd); vr = _mm256_mul_ps(vr, _mm256_sub_ps(vtwo, _mm256_mul_ps(vr, vd))); vr = _mm256_mul_ps(vr, _mm256_sub_ps(vtwo, _mm256_mul_ps(vr, vd))); __m256 vf = _mm256_mul_ps(ve, vr); 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); __m128 vf_lo = _mm256_castps256_ps128(vf); if (batch & (4 * sizeof(float))) { _mm_storeu_ps(output, vf_lo); vf_lo = _mm256_extractf128_ps(vf, 1); output += 4; } if (batch & (2 * sizeof(float))) { _mm_storel_pi((__m64*) output, vf_lo); vf_lo = _mm_movehl_ps(vf_lo, vf_lo); output += 2; } if (batch & (1 * sizeof(float))) { _mm_store_ss(output, vf_lo); } } }