// Auto-generated file. Do not edit! // Template: src/f32-velu/avx-rr2-p6.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_velu_ukernel__avx_rr2_p6_u24( size_t batch, const float* input, float* output, const struct xnn_f32_elu_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 vsat_cutoff = _mm256_set1_ps(-0x1.154246p+4f); const __m256 vmagic_bias = _mm256_set1_ps(0x1.8000FEp23f); const __m256 vlog2e = _mm256_set1_ps(0x1.715476p+0f); const __m256 vminus_ln2_hi = _mm256_set1_ps(-0x1.62E440p-1f); const __m256 vminus_ln2_lo = _mm256_set1_ps(0x1.0105C6p-21f); const __m256 vc6 = _mm256_set1_ps(0x1.6b7338p-10f); const __m256 vc5 = _mm256_set1_ps(0x1.12278Ep-7f); const __m256 vc4 = _mm256_set1_ps(0x1.555716p-5f); const __m256 vc3 = _mm256_set1_ps(0x1.5554B0p-3f); const __m256 vc2 = _mm256_set1_ps(0x1.FFFFFEp-2f); const __m256 vone = _mm256_set1_ps(1.0f); XNN_FORCE_REALIZATION(vsat_cutoff); XNN_FORCE_REALIZATION(vmagic_bias); XNN_FORCE_REALIZATION(vlog2e); XNN_FORCE_REALIZATION(vminus_ln2_hi); XNN_FORCE_REALIZATION(vminus_ln2_lo); XNN_FORCE_REALIZATION(vc6); XNN_FORCE_REALIZATION(vc5); XNN_FORCE_REALIZATION(vc4); XNN_FORCE_REALIZATION(vc3); XNN_FORCE_REALIZATION(vc2); XNN_FORCE_REALIZATION(vone); const __m256 vprescale = _mm256_set1_ps(params->scalar.prescale); const __m256 valpha = _mm256_set1_ps(params->scalar.alpha); const __m256 vbeta = _mm256_set1_ps(params->scalar.beta); for (; batch >= 24 * sizeof(float); batch -= 24 * sizeof(float)) { __m256 vx0 = _mm256_loadu_ps(input); __m256 vx1 = _mm256_loadu_ps(input + 8); __m256 vx2 = _mm256_loadu_ps(input + 16); input += 24; 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)); __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); const __m128 vs0_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn0)), 23)); const __m128 vs0_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn0, 1)), 23)); vn0 = _mm256_sub_ps(vn0, vmagic_bias); const __m128 vs1_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn1)), 23)); const __m128 vs1_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn1, 1)), 23)); vn1 = _mm256_sub_ps(vn1, vmagic_bias); const __m128 vs2_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn2)), 23)); const __m128 vs2_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn2, 1)), 23)); vn2 = _mm256_sub_ps(vn2, vmagic_bias); __m256 vt0 = _mm256_add_ps(_mm256_mul_ps(vn0, vminus_ln2_hi), vz0); __m256 vs0 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs0_lo), vs0_hi, 1); __m256 vt1 = _mm256_add_ps(_mm256_mul_ps(vn1, vminus_ln2_hi), vz1); __m256 vs1 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs1_lo), vs1_hi, 1); __m256 vt2 = _mm256_add_ps(_mm256_mul_ps(vn2, vminus_ln2_hi), vz2); __m256 vs2 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs2_lo), vs2_hi, 1); 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); __m256 vp0 = _mm256_add_ps(_mm256_mul_ps(vc6, vt0), vc5); __m256 vp1 = _mm256_add_ps(_mm256_mul_ps(vc6, vt1), vc5); __m256 vp2 = _mm256_add_ps(_mm256_mul_ps(vc6, vt2), vc5); vp0 = _mm256_add_ps(_mm256_mul_ps(vp0, vt0), vc4); vp1 = _mm256_add_ps(_mm256_mul_ps(vp1, vt1), vc4); vp2 = _mm256_add_ps(_mm256_mul_ps(vp2, vt2), 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); 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); vp0 = _mm256_mul_ps(vp0, vt0); vp1 = _mm256_mul_ps(vp1, vt1); vp2 = _mm256_mul_ps(vp2, vt2); 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); 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); 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 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); _mm256_storeu_ps(output, vy0); _mm256_storeu_ps(output + 8, vy1); _mm256_storeu_ps(output + 16, vy2); output += 24; } for (; batch >= 8 * sizeof(float); batch -= 8 * sizeof(float)) { __m256 vx = _mm256_loadu_ps(input); input += 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 __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)); vn = _mm256_sub_ps(vn, vmagic_bias); __m256 vt = _mm256_add_ps(_mm256_mul_ps(vn, vminus_ln2_hi), vz); __m256 vs = _mm256_insertf128_ps(_mm256_castps128_ps256(vs_lo), vs_hi, 1); vt = _mm256_add_ps(_mm256_mul_ps(vn, vminus_ln2_lo), vt); __m256 vp = _mm256_add_ps(_mm256_mul_ps(vc6, vt), vc5); vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc4); vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc3); vp = _mm256_add_ps(_mm256_mul_ps(vp, 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(output, vy); 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)); __m256 vx = _mm256_maskload_ps(input, 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 __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)); vn = _mm256_sub_ps(vn, vmagic_bias); __m256 vt = _mm256_add_ps(_mm256_mul_ps(vn, vminus_ln2_hi), vz); __m256 vs = _mm256_insertf128_ps(_mm256_castps128_ps256(vs_lo), vs_hi, 1); vt = _mm256_add_ps(_mm256_mul_ps(vn, vminus_ln2_lo), vt); __m256 vp = _mm256_add_ps(_mm256_mul_ps(vc6, vt), vc5); vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc4); vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc3); vp = _mm256_add_ps(_mm256_mul_ps(vp, 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); __m128 vy_lo = _mm256_castps256_ps128(vy); if (batch & (4 * sizeof(float))) { _mm_storeu_ps(output, vy_lo); vy_lo = _mm256_extractf128_ps(vy, 1); output += 4; } if (batch & (2 * sizeof(float))) { _mm_storel_pi((__m64*) output, vy_lo); vy_lo = _mm_movehl_ps(vy_lo, vy_lo); output += 2; } if (batch & (1 * sizeof(float))) { _mm_store_ss(output, vy_lo); } } }