// 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. $assert BATCH_TILE % 16 == 0 $assert BATCH_TILE >= 16 $SIMD_TILE = BATCH_TILE // 16 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include #include void xnn_f32_vsqrt_ukernel__avx512f_nr1fma1adj_x${BATCH_TILE}( size_t n, const float* x, float* y, const union xnn_f32_sqrt_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(n != 0); assert(n % sizeof(float) == 0); const __m512 vhalf = _mm512_set1_ps(params->fma.half); $if BATCH_TILE > 16: for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { const __m512 vx${ABC[0]} = _mm512_loadu_ps(x); $for N in range(1, SIMD_TILE): const __m512 vx${ABC[N]} = _mm512_loadu_ps(x + ${N * 16}); x += ${BATCH_TILE}; $for N in range(SIMD_TILE): const __m512 vrsqrtx${ABC[N]} = _mm512_rsqrt14_ps(vx${ABC[N]}); $for N in range(SIMD_TILE): __m512 vsqrtx${ABC[N]} = _mm512_mul_ps(vrsqrtx${ABC[N]}, vx${ABC[N]}); __m512 vhalfrsqrtx${ABC[N]} = _mm512_mul_ps(vrsqrtx${ABC[N]}, vhalf); $for N in range(SIMD_TILE): const __m512 vresidual${ABC[N]} = _mm512_fnmadd_ps(vsqrtx${ABC[N]}, vhalfrsqrtx${ABC[N]}, vhalf); $for N in range(SIMD_TILE): vhalfrsqrtx${ABC[N]} = _mm512_fmadd_ps(vhalfrsqrtx${ABC[N]}, vresidual${ABC[N]}, vhalfrsqrtx${ABC[N]}); vsqrtx${ABC[N]} = _mm512_fmadd_ps(vsqrtx${ABC[N]}, vresidual${ABC[N]}, vsqrtx${ABC[N]}); $for N in range(SIMD_TILE): const __m512 vadjustment${ABC[N]} = _mm512_fnmadd_ps(vsqrtx${ABC[N]}, vsqrtx${ABC[N]}, vx${ABC[N]}); $for N in range(SIMD_TILE): const __m512 vy${ABC[N]} = _mm512_fmadd_ps(vhalfrsqrtx${ABC[N]}, vadjustment${ABC[N]}, vsqrtx${ABC[N]}); _mm512_storeu_ps(y, vy${ABC[0]}); $for N in range(1, SIMD_TILE): _mm512_storeu_ps(y + ${N * 16}, vy${ABC[N]}); y += ${BATCH_TILE}; } for (; n >= 16 * sizeof(float); n -= 16 * sizeof(float)) { const __m512 vx = _mm512_loadu_ps(x); x += 16; const __m512 vrsqrtx = _mm512_rsqrt14_ps(vx); __m512 vsqrtx = _mm512_mul_ps(vrsqrtx, vx); __m512 vhalfrsqrtx = _mm512_mul_ps(vrsqrtx, vhalf); const __m512 vresidual = _mm512_fnmadd_ps(vsqrtx, vhalfrsqrtx, vhalf); vhalfrsqrtx = _mm512_fmadd_ps(vhalfrsqrtx, vresidual, vhalfrsqrtx); vsqrtx = _mm512_fmadd_ps(vsqrtx, vresidual, vsqrtx); const __m512 vadjustment = _mm512_fnmadd_ps(vsqrtx, vsqrtx, vx); const __m512 vy = _mm512_fmadd_ps(vhalfrsqrtx, vadjustment, vsqrtx); _mm512_storeu_ps(y, vy); 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 vrsqrtx = _mm512_rsqrt14_ps(vx); __m512 vsqrtx = _mm512_mul_ps(vrsqrtx, vx); __m512 vhalfrsqrtx = _mm512_mul_ps(vrsqrtx, vhalf); const __m512 vresidual = _mm512_fnmadd_ps(vsqrtx, vhalfrsqrtx, vhalf); vhalfrsqrtx = _mm512_fmadd_ps(vhalfrsqrtx, vresidual, vhalfrsqrtx); vsqrtx = _mm512_fmadd_ps(vsqrtx, vresidual, vsqrtx); const __m512 vadjustment = _mm512_fnmadd_ps(vsqrtx, vsqrtx, vx); const __m512 vy = _mm512_fmadd_ps(vhalfrsqrtx, vadjustment, vsqrtx); _mm512_mask_storeu_ps(y, vmask, vy); } }