1*4bdc9457SAndroid Build Coastguard Worker// Copyright 2019 Google LLC 2*4bdc9457SAndroid Build Coastguard Worker// 3*4bdc9457SAndroid Build Coastguard Worker// This source code is licensed under the BSD-style license found in the 4*4bdc9457SAndroid Build Coastguard Worker// LICENSE file in the root directory of this source tree. 5*4bdc9457SAndroid Build Coastguard Worker 6*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE % 16 == 0 7*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE >= 16 8*4bdc9457SAndroid Build Coastguard Worker$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" 9*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 10*4bdc9457SAndroid Build Coastguard Worker 11*4bdc9457SAndroid Build Coastguard Worker#include <immintrin.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 14*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/intrinsics-polyfill.h> 15*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vunary.h> 16*4bdc9457SAndroid Build Coastguard Worker 17*4bdc9457SAndroid Build Coastguard Worker 18*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_vhswish_ukernel__avx512f_x${BATCH_TILE}( 19*4bdc9457SAndroid Build Coastguard Worker size_t n, 20*4bdc9457SAndroid Build Coastguard Worker const float* x, 21*4bdc9457SAndroid Build Coastguard Worker float* y, 22*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_hswish_params params[restrict XNN_MIN_ELEMENTS(1)]) 23*4bdc9457SAndroid Build Coastguard Worker{ 24*4bdc9457SAndroid Build Coastguard Worker assert(n != 0); 25*4bdc9457SAndroid Build Coastguard Worker assert(n % sizeof(float) == 0); 26*4bdc9457SAndroid Build Coastguard Worker 27*4bdc9457SAndroid Build Coastguard Worker const __m512 vsixth = _mm512_set1_ps(params->avx512.sixth); 28*4bdc9457SAndroid Build Coastguard Worker const __m512 vhalf = _mm512_set1_ps(params->avx512.half); 29*4bdc9457SAndroid Build Coastguard Worker const __m512 vone = _mm512_set1_ps(params->avx512.one); 30*4bdc9457SAndroid Build Coastguard Worker const __m512 vzero = _mm512_setzero_ps(); 31*4bdc9457SAndroid Build Coastguard Worker 32*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 16: 33*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { 34*4bdc9457SAndroid Build Coastguard Worker const __m512 vx${ABC[0:16]} = _mm512_loadu_ps(x); 35*4bdc9457SAndroid Build Coastguard Worker $for N in range(16, BATCH_TILE, 16): 36*4bdc9457SAndroid Build Coastguard Worker const __m512 vx${ABC[N:N+16]} = _mm512_loadu_ps(x + ${N}); 37*4bdc9457SAndroid Build Coastguard Worker x += ${BATCH_TILE}; 38*4bdc9457SAndroid Build Coastguard Worker 39*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 16): 40*4bdc9457SAndroid Build Coastguard Worker __m512 vacc${ABC[N:N+16]} = _mm512_fmadd_ps(vx${ABC[N:N+16]}, vsixth, vhalf); 41*4bdc9457SAndroid Build Coastguard Worker 42*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 16): 43*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+16]} = _mm512_max_ps(vacc${ABC[N:N+16]}, vzero); 44*4bdc9457SAndroid Build Coastguard Worker 45*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 16): 46*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+16]} = _mm512_min_ps(vacc${ABC[N:N+16]}, vone); 47*4bdc9457SAndroid Build Coastguard Worker 48*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 16): 49*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+16]} = _mm512_mul_ps(vacc${ABC[N:N+16]}, vx${ABC[N:N+16]}); 50*4bdc9457SAndroid Build Coastguard Worker 51*4bdc9457SAndroid Build Coastguard Worker _mm512_storeu_ps(y, vacc${ABC[0:16]}); 52*4bdc9457SAndroid Build Coastguard Worker $for N in range(16, BATCH_TILE, 16): 53*4bdc9457SAndroid Build Coastguard Worker _mm512_storeu_ps(y + ${N}, vacc${ABC[N:N+16]}); 54*4bdc9457SAndroid Build Coastguard Worker y += ${BATCH_TILE}; 55*4bdc9457SAndroid Build Coastguard Worker } 56*4bdc9457SAndroid Build Coastguard Worker for (; n >= 16 * sizeof(float); n -= 16 * sizeof(float)) { 57*4bdc9457SAndroid Build Coastguard Worker const __m512 vx = _mm512_loadu_ps(x); 58*4bdc9457SAndroid Build Coastguard Worker x += 16; 59*4bdc9457SAndroid Build Coastguard Worker __m512 vacc = _mm512_fmadd_ps(vx, vsixth, vhalf); 60*4bdc9457SAndroid Build Coastguard Worker vacc = _mm512_max_ps(vacc, vzero); 61*4bdc9457SAndroid Build Coastguard Worker vacc = _mm512_min_ps(vacc, vone); 62*4bdc9457SAndroid Build Coastguard Worker vacc = _mm512_mul_ps(vacc, vx); 63*4bdc9457SAndroid Build Coastguard Worker _mm512_storeu_ps(y, vacc); 64*4bdc9457SAndroid Build Coastguard Worker y += 16; 65*4bdc9457SAndroid Build Coastguard Worker } 66*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 67*4bdc9457SAndroid Build Coastguard Worker assert(n >= 1 * sizeof(float)); 68*4bdc9457SAndroid Build Coastguard Worker assert(n <= 15 * sizeof(float)); 69*4bdc9457SAndroid Build Coastguard Worker // Prepare mask for valid 32-bit elements (depends on n). 70*4bdc9457SAndroid Build Coastguard Worker n >>= 2 /* log2(sizeof(float)) */; 71*4bdc9457SAndroid Build Coastguard Worker const __mmask16 vmask = _cvtu32_mask16((uint16_t) ((uint32_t) (UINT32_C(1) << n) - UINT32_C(1))); 72*4bdc9457SAndroid Build Coastguard Worker 73*4bdc9457SAndroid Build Coastguard Worker const __m512 vx = _mm512_maskz_loadu_ps(vmask, x); 74*4bdc9457SAndroid Build Coastguard Worker __m512 vacc = _mm512_fmadd_ps(vx, vsixth, vhalf); 75*4bdc9457SAndroid Build Coastguard Worker vacc = _mm512_max_ps(vacc, vzero); 76*4bdc9457SAndroid Build Coastguard Worker vacc = _mm512_min_ps(vacc, vone); 77*4bdc9457SAndroid Build Coastguard Worker vacc = _mm512_mul_ps(vacc, vx); 78*4bdc9457SAndroid Build Coastguard Worker _mm512_mask_storeu_ps(y, vmask, vacc); 79*4bdc9457SAndroid Build Coastguard Worker } 80*4bdc9457SAndroid Build Coastguard Worker} 81