// Copyright 2019 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. $assert ELEMENTS_TILE % 16 == 0 $assert ELEMENTS_TILE >= 16 $SIMD_TILE = ELEMENTS_TILE // 16 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include void xnn_f32_raddstoreexpminusmax_ukernel__avx512f_rr1_p5_scalef_x${ELEMENTS_TILE}${"" if ACCUMULATORS == 1 else "_acc%d" % ACCUMULATORS}( size_t elements, const float* input, const float* max, float* output, float* sum, const union xnn_f32_expminus_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(elements % sizeof(float) == 0); const __m512 vi_max = _mm512_set1_ps(*max); const __m512 vlog2e = _mm512_set1_ps(params->avx512_rr1_p5.log2e); const __m512 vminus_ln2 = _mm512_set1_ps(params->avx512_rr1_p5.minus_ln2); const __m512 vc5 = _mm512_set1_ps(params->avx512_rr1_p5.c5); const __m512 vc4 = _mm512_set1_ps(params->avx512_rr1_p5.c4); const __m512 vc3 = _mm512_set1_ps(params->avx512_rr1_p5.c3); const __m512 vc2 = _mm512_set1_ps(params->avx512_rr1_p5.c2); const __m512 vc1 = _mm512_set1_ps(params->avx512_rr1_p5.c1); const __m512 vc0 = _mm512_set1_ps(params->avx512_rr1_p5.c0); $for K in range(ACCUMULATORS): __m512 vacc${K} = _mm512_setzero_ps(); for (; elements >= ${ELEMENTS_TILE} * sizeof(float); elements -= ${ELEMENTS_TILE} * sizeof(float)) { const __m512 vi0 = _mm512_loadu_ps(input); $for N in range(1, SIMD_TILE): const __m512 vi${N} = _mm512_loadu_ps(input + ${N * 16}); input += ${ELEMENTS_TILE}; $for N in range(SIMD_TILE): const __m512 vx${N} = _mm512_sub_ps(vi${N}, vi_max); $for N in range(SIMD_TILE): const __m512 vn${N} = _mm512_roundscale_ps(_mm512_mul_ps(vx${N}, vlog2e), 0); $for N in range(SIMD_TILE): const __m512 vt${N} = _mm512_fmadd_ps(vn${N}, vminus_ln2, vx${N}); $for N in range(SIMD_TILE): __m512 vp${N} = _mm512_fmadd_ps(vc5, vt${N}, vc4); $for N in range(SIMD_TILE): vp${N} = _mm512_fmadd_ps(vp${N}, vt${N}, vc3); $for N in range(SIMD_TILE): vp${N} = _mm512_fmadd_ps(vp${N}, vt${N}, vc2); $for N in range(SIMD_TILE): vp${N} = _mm512_fmadd_ps(vp${N}, vt${N}, vc1); $for N in range(SIMD_TILE): vp${N} = _mm512_fmadd_ps(vp${N}, vt${N}, vc0); $for N in range(SIMD_TILE): const __m512 vf${N} = _mm512_scalef_ps(vp${N}, vn${N}); _mm512_storeu_ps(output, vf0); $for N in range(1, SIMD_TILE): _mm512_storeu_ps(output + ${N * 16}, vf${N}); output += ${ELEMENTS_TILE}; $for N in range(SIMD_TILE): vacc${N % ACCUMULATORS} = _mm512_add_ps(vacc${N % ACCUMULATORS}, vf${N}); } $if ACCUMULATORS > 1: $ACC_SLICE = 1 $while ACC_SLICE < ACCUMULATORS: $for A in range(0, ACCUMULATORS, ACC_SLICE * 2): $if A + ACC_SLICE < ACCUMULATORS: vacc${A} = _mm512_add_ps(vacc${A}, vacc${A + ACC_SLICE}); $ACC_SLICE *= 2 __m512 vacc = vacc0; for (; elements >= 16 * sizeof(float); elements -= 16 * sizeof(float)) { const __m512 vi = _mm512_loadu_ps(input); input += 16; const __m512 vx = _mm512_sub_ps(vi, vi_max); const __m512 vn = _mm512_roundscale_ps(_mm512_mul_ps(vx, vlog2e), 0); const __m512 vt = _mm512_fmadd_ps(vn, vminus_ln2, vx); __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, vc0); const __m512 vf = _mm512_scalef_ps(vp, vn); _mm512_storeu_ps(output, vf); output += 16; vacc = _mm512_add_ps(vacc, vf); } if (elements != 0) { // Prepare mask for valid 32-bit elements (depends on elements). elements >>= 2 /* log2(sizeof(float)) */; const __mmask16 vmask = _cvtu32_mask16((uint16_t) ((uint32_t) (UINT32_C(1) << elements) - UINT32_C(1))); const __m512 vi = _mm512_maskz_loadu_ps(vmask, input); const __m512 vx = _mm512_sub_ps(vi, vi_max); const __m512 vn = _mm512_roundscale_ps(_mm512_mul_ps(vx, vlog2e), 0); const __m512 vt = _mm512_fmadd_ps(vn, vminus_ln2, vx); __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, vc0); const __m512 vf = _mm512_scalef_ps(vp, vn); _mm512_mask_storeu_ps(output, vmask, vf); vacc = _mm512_mask_add_ps(vacc, vmask, vacc, vf); } *sum = _mm512_reduce_add_ps(vacc); }