// Auto-generated file. Do not edit! // Template: src/f16-raddstoreexpminusmax/avx2-rr1-p2.c.in // Generator: tools/xngen // // Copyright 2022 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 void xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x72_acc3( size_t batch, const void* input, const void* max, void* output, void* sum, const union xnn_f16_expminus_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(batch != 0); assert(batch % sizeof(uint16_t) == 0); assert(input != NULL); assert(max != NULL); assert(output != NULL); assert(sum != NULL); const __m256 vi_max = _mm256_cvtph_ps(_mm_set1_epi16((short) *((const uint16_t*) max))); const __m256 vlog2e = _mm256_load_ps(params->avx2_rr1_p2.log2e); const __m256 vmagic_bias = _mm256_load_ps(params->avx2_rr1_p2.magic_bias); const __m256 vminus_ln2 = _mm256_load_ps(params->avx2_rr1_p2.minus_ln2); const __m256 vc2 = _mm256_load_ps(params->avx2_rr1_p2.c2); const __m256 vc1 = _mm256_load_ps(params->avx2_rr1_p2.c1); const __m256 vdenorm_cutoff = _mm256_load_ps(params->avx2_rr1_p2.denorm_cutoff); const uint16_t* i = (const uint16_t*) input; uint16_t* o = (uint16_t*) output; __m256 vacc0 = _mm256_setzero_ps(); __m256 vacc1 = _mm256_setzero_ps(); __m256 vacc2 = _mm256_setzero_ps(); for (; batch >= 72 * sizeof(uint16_t); batch -= 72 * sizeof(uint16_t)) { const __m256 vi0 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i)); const __m256 vi1 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i + 8))); const __m256 vi2 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i + 16))); const __m256 vi3 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i + 24))); const __m256 vi4 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i + 32))); const __m256 vi5 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i + 40))); const __m256 vi6 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i + 48))); const __m256 vi7 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i + 56))); const __m256 vi8 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i + 64))); i += 72; const __m256 vx0 = _mm256_sub_ps(vi0, vi_max); const __m256 vx1 = _mm256_sub_ps(vi1, vi_max); const __m256 vx2 = _mm256_sub_ps(vi2, vi_max); const __m256 vx3 = _mm256_sub_ps(vi3, vi_max); const __m256 vx4 = _mm256_sub_ps(vi4, vi_max); const __m256 vx5 = _mm256_sub_ps(vi5, vi_max); const __m256 vx6 = _mm256_sub_ps(vi6, vi_max); const __m256 vx7 = _mm256_sub_ps(vi7, vi_max); const __m256 vx8 = _mm256_sub_ps(vi8, vi_max); __m256 vn0 = _mm256_fmadd_ps(vx0, vlog2e, vmagic_bias); __m256 vn1 = _mm256_fmadd_ps(vx1, vlog2e, vmagic_bias); __m256 vn2 = _mm256_fmadd_ps(vx2, vlog2e, vmagic_bias); __m256 vn3 = _mm256_fmadd_ps(vx3, vlog2e, vmagic_bias); __m256 vn4 = _mm256_fmadd_ps(vx4, vlog2e, vmagic_bias); __m256 vn5 = _mm256_fmadd_ps(vx5, vlog2e, vmagic_bias); __m256 vn6 = _mm256_fmadd_ps(vx6, vlog2e, vmagic_bias); __m256 vn7 = _mm256_fmadd_ps(vx7, vlog2e, vmagic_bias); __m256 vn8 = _mm256_fmadd_ps(vx8, vlog2e, vmagic_bias); const __m256 vs0 = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn0), 23)); const __m256 vs1 = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn1), 23)); const __m256 vs2 = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn2), 23)); const __m256 vs3 = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn3), 23)); const __m256 vs4 = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn4), 23)); const __m256 vs5 = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn5), 23)); const __m256 vs6 = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn6), 23)); const __m256 vs7 = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn7), 23)); const __m256 vs8 = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn8), 23)); 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); vn4 = _mm256_sub_ps(vn4, vmagic_bias); vn5 = _mm256_sub_ps(vn5, vmagic_bias); vn6 = _mm256_sub_ps(vn6, vmagic_bias); vn7 = _mm256_sub_ps(vn7, vmagic_bias); vn8 = _mm256_sub_ps(vn8, vmagic_bias); __m256 vt0 = _mm256_fmadd_ps(vn0, vminus_ln2, vx0); __m256 vt1 = _mm256_fmadd_ps(vn1, vminus_ln2, vx1); __m256 vt2 = _mm256_fmadd_ps(vn2, vminus_ln2, vx2); __m256 vt3 = _mm256_fmadd_ps(vn3, vminus_ln2, vx3); __m256 vt4 = _mm256_fmadd_ps(vn4, vminus_ln2, vx4); __m256 vt5 = _mm256_fmadd_ps(vn5, vminus_ln2, vx5); __m256 vt6 = _mm256_fmadd_ps(vn6, vminus_ln2, vx6); __m256 vt7 = _mm256_fmadd_ps(vn7, vminus_ln2, vx7); __m256 vt8 = _mm256_fmadd_ps(vn8, vminus_ln2, vx8); const __m256 vp0 = _mm256_fmadd_ps(vc2, vt0, vc1); const __m256 vp1 = _mm256_fmadd_ps(vc2, vt1, vc1); const __m256 vp2 = _mm256_fmadd_ps(vc2, vt2, vc1); const __m256 vp3 = _mm256_fmadd_ps(vc2, vt3, vc1); const __m256 vp4 = _mm256_fmadd_ps(vc2, vt4, vc1); const __m256 vp5 = _mm256_fmadd_ps(vc2, vt5, vc1); const __m256 vp6 = _mm256_fmadd_ps(vc2, vt6, vc1); const __m256 vp7 = _mm256_fmadd_ps(vc2, vt7, vc1); const __m256 vp8 = _mm256_fmadd_ps(vc2, vt8, 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); vt4 = _mm256_mul_ps(vt4, vs4); vt5 = _mm256_mul_ps(vt5, vs5); vt6 = _mm256_mul_ps(vt6, vs6); vt7 = _mm256_mul_ps(vt7, vs7); vt8 = _mm256_mul_ps(vt8, vs8); __m256 vf0 = _mm256_fmadd_ps(vt0, vp0, vs0); __m256 vf1 = _mm256_fmadd_ps(vt1, vp1, vs1); __m256 vf2 = _mm256_fmadd_ps(vt2, vp2, vs2); __m256 vf3 = _mm256_fmadd_ps(vt3, vp3, vs3); __m256 vf4 = _mm256_fmadd_ps(vt4, vp4, vs4); __m256 vf5 = _mm256_fmadd_ps(vt5, vp5, vs5); __m256 vf6 = _mm256_fmadd_ps(vt6, vp6, vs6); __m256 vf7 = _mm256_fmadd_ps(vt7, vp7, vs7); __m256 vf8 = _mm256_fmadd_ps(vt8, vp8, vs8); vf0 = _mm256_andnot_ps(_mm256_cmp_ps(vx0, vdenorm_cutoff, _CMP_LT_OS), vf0); vf1 = _mm256_andnot_ps(_mm256_cmp_ps(vx1, vdenorm_cutoff, _CMP_LT_OS), vf1); vf2 = _mm256_andnot_ps(_mm256_cmp_ps(vx2, vdenorm_cutoff, _CMP_LT_OS), vf2); vf3 = _mm256_andnot_ps(_mm256_cmp_ps(vx3, vdenorm_cutoff, _CMP_LT_OS), vf3); vf4 = _mm256_andnot_ps(_mm256_cmp_ps(vx4, vdenorm_cutoff, _CMP_LT_OS), vf4); vf5 = _mm256_andnot_ps(_mm256_cmp_ps(vx5, vdenorm_cutoff, _CMP_LT_OS), vf5); vf6 = _mm256_andnot_ps(_mm256_cmp_ps(vx6, vdenorm_cutoff, _CMP_LT_OS), vf6); vf7 = _mm256_andnot_ps(_mm256_cmp_ps(vx7, vdenorm_cutoff, _CMP_LT_OS), vf7); vf8 = _mm256_andnot_ps(_mm256_cmp_ps(vx8, vdenorm_cutoff, _CMP_LT_OS), vf8); _mm_storeu_si128((__m128i*) o, _mm256_cvtps_ph(vf0, _MM_FROUND_TO_NEAREST_INT)); _mm_storeu_si128((__m128i*) (o + 8), _mm256_cvtps_ph(vf1, _MM_FROUND_TO_NEAREST_INT)); _mm_storeu_si128((__m128i*) (o + 16), _mm256_cvtps_ph(vf2, _MM_FROUND_TO_NEAREST_INT)); _mm_storeu_si128((__m128i*) (o + 24), _mm256_cvtps_ph(vf3, _MM_FROUND_TO_NEAREST_INT)); _mm_storeu_si128((__m128i*) (o + 32), _mm256_cvtps_ph(vf4, _MM_FROUND_TO_NEAREST_INT)); _mm_storeu_si128((__m128i*) (o + 40), _mm256_cvtps_ph(vf5, _MM_FROUND_TO_NEAREST_INT)); _mm_storeu_si128((__m128i*) (o + 48), _mm256_cvtps_ph(vf6, _MM_FROUND_TO_NEAREST_INT)); _mm_storeu_si128((__m128i*) (o + 56), _mm256_cvtps_ph(vf7, _MM_FROUND_TO_NEAREST_INT)); _mm_storeu_si128((__m128i*) (o + 64), _mm256_cvtps_ph(vf8, _MM_FROUND_TO_NEAREST_INT)); o += 72; vacc0 = _mm256_add_ps(vacc0, vf0); vacc1 = _mm256_add_ps(vacc1, vf1); vacc2 = _mm256_add_ps(vacc2, vf2); vacc0 = _mm256_add_ps(vacc0, vf3); vacc1 = _mm256_add_ps(vacc1, vf4); vacc2 = _mm256_add_ps(vacc2, vf5); vacc0 = _mm256_add_ps(vacc0, vf6); vacc1 = _mm256_add_ps(vacc1, vf7); vacc2 = _mm256_add_ps(vacc2, vf8); } vacc0 = _mm256_add_ps(vacc0, vacc1); vacc0 = _mm256_add_ps(vacc0, vacc2); __m256 vacc = vacc0; for (; batch >= 8 * sizeof(uint16_t); batch -= 8 * sizeof(uint16_t)) { const __m256 vi = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i)); i += 8; const __m256 vx = _mm256_sub_ps(vi, vi_max); __m256 vn = _mm256_fmadd_ps(vx, vlog2e, vmagic_bias); const __m256 vs = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn), 23)); vn = _mm256_sub_ps(vn, vmagic_bias); __m256 vt = _mm256_fmadd_ps(vn, vminus_ln2, vx); const __m256 vp = _mm256_fmadd_ps(vc2, vt, vc1); vt = _mm256_mul_ps(vt, vs); __m256 vf = _mm256_fmadd_ps(vt, vp, vs); vf = _mm256_andnot_ps(_mm256_cmp_ps(vx, vdenorm_cutoff, _CMP_LT_OS), vf); _mm_storeu_si128((__m128i*) o, _mm256_cvtps_ph(vf, _MM_FROUND_TO_NEAREST_INT)); o += 8; vacc = _mm256_add_ps(vacc, vf); } __m128 vacc_lo = _mm_add_ps(_mm256_castps256_ps128(vacc), _mm256_extractf128_ps(vacc, 1)); if (batch != 0) { assert(batch >= 1 * sizeof(uint16_t)); assert(batch <= 7 * sizeof(uint16_t)); const __m256 vi = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i)); const __m256 vx = _mm256_sub_ps(vi, vi_max); __m256 vn = _mm256_fmadd_ps(vx, vlog2e, vmagic_bias); const __m256 vs = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn), 23)); vn = _mm256_sub_ps(vn, vmagic_bias); __m256 vt = _mm256_fmadd_ps(vn, vminus_ln2, vx); const __m256 vp = _mm256_fmadd_ps(vc2, vt, vc1); vt = _mm256_mul_ps(vt, vs); __m256 vf = _mm256_fmadd_ps(vt, vp, vs); vf = _mm256_andnot_ps(_mm256_cmp_ps(vx, vdenorm_cutoff, _CMP_LT_OS), vf); __m128i vh = _mm256_cvtps_ph(vf, _MM_FROUND_TO_NEAREST_INT); __m128 vf_lo = _mm256_castps256_ps128(vf); if (batch & (4 * sizeof(uint16_t))) { _mm_storel_epi64((__m128i*) o, vh); vh = _mm_unpackhi_epi64(vh, vh); vacc_lo = _mm_add_ps(vacc_lo, vf_lo); vf_lo = _mm256_extractf128_ps(vf, 1); o += 4; } if (batch & (2 * sizeof(uint16_t))) { _mm_storeu_si32(o, vh); vh = _mm_srli_epi64(vh, 32); vacc_lo = _mm_blend_ps(_mm_add_ps(vacc_lo, vf_lo), vacc_lo, 0xC); vf_lo = _mm_movehl_ps(vf_lo, vf_lo); o += 2; } if (batch & (1 * sizeof(uint16_t))) { *o = (uint16_t) _mm_extract_epi16(vh, 0); vacc_lo = _mm_add_ss(vacc_lo, vf_lo); } } vacc_lo = _mm_add_ps(vacc_lo, _mm_movehl_ps(vacc_lo, vacc_lo)); vacc_lo = _mm_add_ss(vacc_lo, _mm_movehdup_ps(vacc_lo)); *((uint16_t*) sum) = (uint16_t) _mm_extract_epi16(_mm_cvtps_ph(vacc_lo, _MM_FROUND_TO_NEAREST_INT), 0); _mm256_zeroupper(); }