// Auto-generated file. Do not edit! // Template: src/f32-sigmoid/avx512f-p5-scalef.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 void xnn_f32_sigmoid_ukernel__avx512f_rr1_p5_scalef_div_x128( size_t n, const float* x, float* y, const void* params) { assert(n % sizeof(float) == 0); const __m512i vsign_mask = _mm512_set1_epi32(0x80000000); const __m512 vlog2e = _mm512_set1_ps(0x1.715476p+0f); const __m512 vminus_ln2 = _mm512_set1_ps(-0x1.62E43p-1f); const __m512 vc5 = _mm512_set1_ps(0x1.0F9F9Cp-7f); const __m512 vc4 = _mm512_set1_ps(0x1.573A1Ap-5f); const __m512 vc3 = _mm512_set1_ps(0x1.555A80p-3f); const __m512 vc2 = _mm512_set1_ps(0x1.FFFDC6p-2f); const __m512 vc1 = _mm512_set1_ps(0x1.FFFFF6p-1f); const __m512 vone = _mm512_set1_ps(1.0f); for (; n >= 128 * sizeof(float); n -= 128 * sizeof(float)) { const __m512 vx0 = _mm512_loadu_ps(x); const __m512 vx1 = _mm512_loadu_ps(x + 16); const __m512 vx2 = _mm512_loadu_ps(x + 32); const __m512 vx3 = _mm512_loadu_ps(x + 48); const __m512 vx4 = _mm512_loadu_ps(x + 64); const __m512 vx5 = _mm512_loadu_ps(x + 80); const __m512 vx6 = _mm512_loadu_ps(x + 96); const __m512 vx7 = _mm512_loadu_ps(x + 112); x += 128; const __m512 vz0 = _mm512_castsi512_ps(_mm512_or_epi32(_mm512_castps_si512(vx0), vsign_mask)); const __m512 vz1 = _mm512_castsi512_ps(_mm512_or_epi32(_mm512_castps_si512(vx1), vsign_mask)); const __m512 vz2 = _mm512_castsi512_ps(_mm512_or_epi32(_mm512_castps_si512(vx2), vsign_mask)); const __m512 vz3 = _mm512_castsi512_ps(_mm512_or_epi32(_mm512_castps_si512(vx3), vsign_mask)); const __m512 vz4 = _mm512_castsi512_ps(_mm512_or_epi32(_mm512_castps_si512(vx4), vsign_mask)); const __m512 vz5 = _mm512_castsi512_ps(_mm512_or_epi32(_mm512_castps_si512(vx5), vsign_mask)); const __m512 vz6 = _mm512_castsi512_ps(_mm512_or_epi32(_mm512_castps_si512(vx6), vsign_mask)); const __m512 vz7 = _mm512_castsi512_ps(_mm512_or_epi32(_mm512_castps_si512(vx7), vsign_mask)); __m512 vn0 = _mm512_mul_ps(vz0, vlog2e); __m512 vn1 = _mm512_mul_ps(vz1, vlog2e); __m512 vn2 = _mm512_mul_ps(vz2, vlog2e); __m512 vn3 = _mm512_mul_ps(vz3, vlog2e); __m512 vn4 = _mm512_mul_ps(vz4, vlog2e); __m512 vn5 = _mm512_mul_ps(vz5, vlog2e); __m512 vn6 = _mm512_mul_ps(vz6, vlog2e); __m512 vn7 = _mm512_mul_ps(vz7, vlog2e); vn0 = _mm512_roundscale_ps(vn0, 0); vn1 = _mm512_roundscale_ps(vn1, 0); vn2 = _mm512_roundscale_ps(vn2, 0); vn3 = _mm512_roundscale_ps(vn3, 0); vn4 = _mm512_roundscale_ps(vn4, 0); vn5 = _mm512_roundscale_ps(vn5, 0); vn6 = _mm512_roundscale_ps(vn6, 0); vn7 = _mm512_roundscale_ps(vn7, 0); __m512 vt0 = _mm512_fmadd_ps(vn0, vminus_ln2, vz0); __m512 vt1 = _mm512_fmadd_ps(vn1, vminus_ln2, vz1); __m512 vt2 = _mm512_fmadd_ps(vn2, vminus_ln2, vz2); __m512 vt3 = _mm512_fmadd_ps(vn3, vminus_ln2, vz3); __m512 vt4 = _mm512_fmadd_ps(vn4, vminus_ln2, vz4); __m512 vt5 = _mm512_fmadd_ps(vn5, vminus_ln2, vz5); __m512 vt6 = _mm512_fmadd_ps(vn6, vminus_ln2, vz6); __m512 vt7 = _mm512_fmadd_ps(vn7, vminus_ln2, vz7); __m512 vp0 = _mm512_fmadd_ps(vc5, vt0, vc4); __m512 vp1 = _mm512_fmadd_ps(vc5, vt1, vc4); __m512 vp2 = _mm512_fmadd_ps(vc5, vt2, vc4); __m512 vp3 = _mm512_fmadd_ps(vc5, vt3, vc4); __m512 vp4 = _mm512_fmadd_ps(vc5, vt4, vc4); __m512 vp5 = _mm512_fmadd_ps(vc5, vt5, vc4); __m512 vp6 = _mm512_fmadd_ps(vc5, vt6, vc4); __m512 vp7 = _mm512_fmadd_ps(vc5, vt7, vc4); vp0 = _mm512_fmadd_ps(vp0, vt0, vc3); vp1 = _mm512_fmadd_ps(vp1, vt1, vc3); vp2 = _mm512_fmadd_ps(vp2, vt2, vc3); vp3 = _mm512_fmadd_ps(vp3, vt3, vc3); vp4 = _mm512_fmadd_ps(vp4, vt4, vc3); vp5 = _mm512_fmadd_ps(vp5, vt5, vc3); vp6 = _mm512_fmadd_ps(vp6, vt6, vc3); vp7 = _mm512_fmadd_ps(vp7, vt7, vc3); vp0 = _mm512_fmadd_ps(vp0, vt0, vc2); vp1 = _mm512_fmadd_ps(vp1, vt1, vc2); vp2 = _mm512_fmadd_ps(vp2, vt2, vc2); vp3 = _mm512_fmadd_ps(vp3, vt3, vc2); vp4 = _mm512_fmadd_ps(vp4, vt4, vc2); vp5 = _mm512_fmadd_ps(vp5, vt5, vc2); vp6 = _mm512_fmadd_ps(vp6, vt6, vc2); vp7 = _mm512_fmadd_ps(vp7, vt7, vc2); vp0 = _mm512_fmadd_ps(vp0, vt0, vc1); vp1 = _mm512_fmadd_ps(vp1, vt1, vc1); vp2 = _mm512_fmadd_ps(vp2, vt2, vc1); vp3 = _mm512_fmadd_ps(vp3, vt3, vc1); vp4 = _mm512_fmadd_ps(vp4, vt4, vc1); vp5 = _mm512_fmadd_ps(vp5, vt5, vc1); vp6 = _mm512_fmadd_ps(vp6, vt6, vc1); vp7 = _mm512_fmadd_ps(vp7, vt7, vc1); vp0 = _mm512_fmadd_ps(vp0, vt0, vone); vp1 = _mm512_fmadd_ps(vp1, vt1, vone); vp2 = _mm512_fmadd_ps(vp2, vt2, vone); vp3 = _mm512_fmadd_ps(vp3, vt3, vone); vp4 = _mm512_fmadd_ps(vp4, vt4, vone); vp5 = _mm512_fmadd_ps(vp5, vt5, vone); vp6 = _mm512_fmadd_ps(vp6, vt6, vone); vp7 = _mm512_fmadd_ps(vp7, vt7, vone); const __m512 ve0 = _mm512_scalef_ps(vp0, vn0); const __m512 ve1 = _mm512_scalef_ps(vp1, vn1); const __m512 ve2 = _mm512_scalef_ps(vp2, vn2); const __m512 ve3 = _mm512_scalef_ps(vp3, vn3); const __m512 ve4 = _mm512_scalef_ps(vp4, vn4); const __m512 ve5 = _mm512_scalef_ps(vp5, vn5); const __m512 ve6 = _mm512_scalef_ps(vp6, vn6); const __m512 ve7 = _mm512_scalef_ps(vp7, vn7); const __m512 vd0 = _mm512_add_ps(ve0, vone); const __m512 vd1 = _mm512_add_ps(ve1, vone); const __m512 vd2 = _mm512_add_ps(ve2, vone); const __m512 vd3 = _mm512_add_ps(ve3, vone); const __m512 vd4 = _mm512_add_ps(ve4, vone); const __m512 vd5 = _mm512_add_ps(ve5, vone); const __m512 vd6 = _mm512_add_ps(ve6, vone); const __m512 vd7 = _mm512_add_ps(ve7, vone); __m512 vf0 = _mm512_div_ps(ve0, vd0); __m512 vf1 = _mm512_div_ps(ve1, vd1); __m512 vf2 = _mm512_div_ps(ve2, vd2); __m512 vf3 = _mm512_div_ps(ve3, vd3); __m512 vf4 = _mm512_div_ps(ve4, vd4); __m512 vf5 = _mm512_div_ps(ve5, vd5); __m512 vf6 = _mm512_div_ps(ve6, vd6); __m512 vf7 = _mm512_div_ps(ve7, vd7); vf0 = _mm512_mask_sub_ps(vf0, _mm512_testn_epi32_mask(_mm512_castps_si512(vx0), vsign_mask), vone, vf0); vf1 = _mm512_mask_sub_ps(vf1, _mm512_testn_epi32_mask(_mm512_castps_si512(vx1), vsign_mask), vone, vf1); vf2 = _mm512_mask_sub_ps(vf2, _mm512_testn_epi32_mask(_mm512_castps_si512(vx2), vsign_mask), vone, vf2); vf3 = _mm512_mask_sub_ps(vf3, _mm512_testn_epi32_mask(_mm512_castps_si512(vx3), vsign_mask), vone, vf3); vf4 = _mm512_mask_sub_ps(vf4, _mm512_testn_epi32_mask(_mm512_castps_si512(vx4), vsign_mask), vone, vf4); vf5 = _mm512_mask_sub_ps(vf5, _mm512_testn_epi32_mask(_mm512_castps_si512(vx5), vsign_mask), vone, vf5); vf6 = _mm512_mask_sub_ps(vf6, _mm512_testn_epi32_mask(_mm512_castps_si512(vx6), vsign_mask), vone, vf6); vf7 = _mm512_mask_sub_ps(vf7, _mm512_testn_epi32_mask(_mm512_castps_si512(vx7), vsign_mask), vone, vf7); _mm512_storeu_ps(y, vf0); _mm512_storeu_ps(y + 16, vf1); _mm512_storeu_ps(y + 32, vf2); _mm512_storeu_ps(y + 48, vf3); _mm512_storeu_ps(y + 64, vf4); _mm512_storeu_ps(y + 80, vf5); _mm512_storeu_ps(y + 96, vf6); _mm512_storeu_ps(y + 112, vf7); y += 128; } for (; n >= 16 * sizeof(float); n -= 16 * sizeof(float)) { const __m512 vx = _mm512_loadu_ps(x); x += 16; const __m512 vz = _mm512_castsi512_ps(_mm512_or_epi32(_mm512_castps_si512(vx), vsign_mask)); const __m512 vn = _mm512_roundscale_ps(_mm512_mul_ps(vz, vlog2e), 0); __m512 vt = _mm512_fmadd_ps(vn, vminus_ln2, vz); __m512 vp = _mm512_fmadd_ps(vc5, vt, vc4); vp = _mm512_fmadd_ps(vp, vt, vc3); vp = _mm512_fmadd_ps(vp, vt, vc2); vp = _mm512_fmadd_ps(vp, vt, vc1); vp = _mm512_fmadd_ps(vp, vt, vone); const __m512 ve = _mm512_scalef_ps(vp, vn); const __m512 vd = _mm512_add_ps(ve, vone); __m512 vf = _mm512_div_ps(ve, vd); vf = _mm512_mask_sub_ps(vf, _mm512_testn_epi32_mask(_mm512_castps_si512(vx), vsign_mask), vone, vf); _mm512_storeu_ps(y, vf); y += 16; } if XNN_UNLIKELY(n != 0) { assert(n >= 1 * sizeof(float)); assert(n <= 15 * sizeof(float)); // Prepare mask for valid 32-bit elements (depends on n). n >>= 2 /* log2(sizeof(float)) */; const __mmask16 vmask = _cvtu32_mask16((uint16_t) ((uint32_t) (UINT32_C(1) << n) - UINT32_C(1))); const __m512 vx = _mm512_maskz_loadu_ps(vmask, x); const __m512 vz = _mm512_castsi512_ps(_mm512_or_epi32(_mm512_castps_si512(vx), vsign_mask)); const __m512 vn = _mm512_roundscale_ps(_mm512_mul_ps(vz, vlog2e), 0); __m512 vt = _mm512_fmadd_ps(vn, vminus_ln2, vz); __m512 vp = _mm512_fmadd_ps(vc5, vt, vc4); vp = _mm512_fmadd_ps(vp, vt, vc3); vp = _mm512_fmadd_ps(vp, vt, vc2); vp = _mm512_fmadd_ps(vp, vt, vc1); vp = _mm512_fmadd_ps(vp, vt, vone); const __m512 ve = _mm512_scalef_ps(vp, vn); const __m512 vd = _mm512_add_ps(ve, vone); __m512 vf = _mm512_div_ps(ve, vd); vf = _mm512_mask_sub_ps(vf, _mm512_testn_epi32_mask(_mm512_castps_si512(vx), vsign_mask), vone, vf); _mm512_mask_storeu_ps(y, vmask, vf); } }