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$assert BATCH_TILE % 8 == 0 7*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE >= 8 8*4bdc9457SAndroid Build Coastguard Worker$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" 9*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 10*4bdc9457SAndroid Build Coastguard Worker 11*4bdc9457SAndroid Build Coastguard Worker#include <immintrin.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 14*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vunary.h> 15*4bdc9457SAndroid Build Coastguard Worker 16*4bdc9457SAndroid Build Coastguard Worker 17*4bdc9457SAndroid Build Coastguard Worker$ISA = {0: "avx", 3: "fma3"}[FMA] 18*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_vhswish_ukernel__${ISA}_x${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 __m256 vsixth = _mm256_load_ps(params->avx.sixth); 28*4bdc9457SAndroid Build Coastguard Worker const __m256 vhalf = _mm256_load_ps(params->avx.half); 29*4bdc9457SAndroid Build Coastguard Worker const __m256 vone = _mm256_load_ps(params->avx.one); 30*4bdc9457SAndroid Build Coastguard Worker const __m256 vzero = _mm256_setzero_ps(); 31*4bdc9457SAndroid Build Coastguard Worker 32*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 8: 33*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { 34*4bdc9457SAndroid Build Coastguard Worker const __m256 vx${ABC[0:8]} = _mm256_loadu_ps(x); 35*4bdc9457SAndroid Build Coastguard Worker $for N in range(8, BATCH_TILE, 8): 36*4bdc9457SAndroid Build Coastguard Worker const __m256 vx${ABC[N:N+8]} = _mm256_loadu_ps(x + ${N}); 37*4bdc9457SAndroid Build Coastguard Worker x += ${BATCH_TILE}; 38*4bdc9457SAndroid Build Coastguard Worker 39*4bdc9457SAndroid Build Coastguard Worker $if FMA == 3: 40*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 41*4bdc9457SAndroid Build Coastguard Worker __m256 vacc${ABC[N:N+8]} = _mm256_fmadd_ps(vx${ABC[N:N+8]}, vsixth, vhalf); 42*4bdc9457SAndroid Build Coastguard Worker $else: 43*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 44*4bdc9457SAndroid Build Coastguard Worker __m256 vacc${ABC[N:N+8]} = _mm256_mul_ps(vx${ABC[N:N+8]}, vsixth); 45*4bdc9457SAndroid Build Coastguard Worker 46*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 47*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+8]} = _mm256_add_ps(vacc${ABC[N:N+8]}, vhalf); 48*4bdc9457SAndroid Build Coastguard Worker 49*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 50*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+8]} = _mm256_max_ps(vacc${ABC[N:N+8]}, vzero); 51*4bdc9457SAndroid Build Coastguard Worker 52*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 53*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+8]} = _mm256_min_ps(vacc${ABC[N:N+8]}, vone); 54*4bdc9457SAndroid Build Coastguard Worker 55*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 56*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+8]} = _mm256_mul_ps(vacc${ABC[N:N+8]}, vx${ABC[N:N+8]}); 57*4bdc9457SAndroid Build Coastguard Worker 58*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(y, vacc${ABC[0:8]}); 59*4bdc9457SAndroid Build Coastguard Worker $for N in range(8, BATCH_TILE, 8): 60*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(y + ${N}, vacc${ABC[N:N+8]}); 61*4bdc9457SAndroid Build Coastguard Worker y += ${BATCH_TILE}; 62*4bdc9457SAndroid Build Coastguard Worker } 63*4bdc9457SAndroid Build Coastguard Worker for (; n >= 8 * sizeof(float); n -= 8 * sizeof(float)) { 64*4bdc9457SAndroid Build Coastguard Worker const __m256 vx = _mm256_loadu_ps(x); 65*4bdc9457SAndroid Build Coastguard Worker x += 8; 66*4bdc9457SAndroid Build Coastguard Worker $if FMA == 3: 67*4bdc9457SAndroid Build Coastguard Worker __m256 vacc = _mm256_fmadd_ps(vx, vsixth, vhalf); 68*4bdc9457SAndroid Build Coastguard Worker $else: 69*4bdc9457SAndroid Build Coastguard Worker __m256 vacc = _mm256_mul_ps(vx, vsixth); 70*4bdc9457SAndroid Build Coastguard Worker vacc = _mm256_add_ps(vacc, vhalf); 71*4bdc9457SAndroid Build Coastguard Worker vacc = _mm256_max_ps(vacc, vzero); 72*4bdc9457SAndroid Build Coastguard Worker vacc = _mm256_min_ps(vacc, vone); 73*4bdc9457SAndroid Build Coastguard Worker vacc = _mm256_mul_ps(vacc, vx); 74*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(y, vacc); 75*4bdc9457SAndroid Build Coastguard Worker y += 8; 76*4bdc9457SAndroid Build Coastguard Worker } 77*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 78*4bdc9457SAndroid Build Coastguard Worker assert(n >= 1 * sizeof(float)); 79*4bdc9457SAndroid Build Coastguard Worker assert(n <= 7 * sizeof(float)); 80*4bdc9457SAndroid Build Coastguard Worker const __m256i vmask = _mm256_loadu_si256((const __m256i*) ((uintptr_t) ¶ms->avx.mask_table[7] - n)); 81*4bdc9457SAndroid Build Coastguard Worker 82*4bdc9457SAndroid Build Coastguard Worker const __m256 vx = _mm256_maskload_ps(x, vmask); 83*4bdc9457SAndroid Build Coastguard Worker $if FMA == 3: 84*4bdc9457SAndroid Build Coastguard Worker __m256 vacc = _mm256_fmadd_ps(vx, vsixth, vhalf); 85*4bdc9457SAndroid Build Coastguard Worker $else: 86*4bdc9457SAndroid Build Coastguard Worker __m256 vacc = _mm256_mul_ps(vx, vsixth); 87*4bdc9457SAndroid Build Coastguard Worker vacc = _mm256_add_ps(vacc, vhalf); 88*4bdc9457SAndroid Build Coastguard Worker vacc = _mm256_max_ps(vacc, vzero); 89*4bdc9457SAndroid Build Coastguard Worker vacc = _mm256_min_ps(vacc, vone); 90*4bdc9457SAndroid Build Coastguard Worker vacc = _mm256_mul_ps(vacc, vx); 91*4bdc9457SAndroid Build Coastguard Worker 92*4bdc9457SAndroid Build Coastguard Worker __m128 vacc_lo = _mm256_castps256_ps128(vacc); 93*4bdc9457SAndroid Build Coastguard Worker if (n & (4 * sizeof(float))) { 94*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(y, vacc_lo); 95*4bdc9457SAndroid Build Coastguard Worker vacc_lo = _mm256_extractf128_ps(vacc, 1); 96*4bdc9457SAndroid Build Coastguard Worker y += 4; 97*4bdc9457SAndroid Build Coastguard Worker } 98*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(float))) { 99*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) y, vacc_lo); 100*4bdc9457SAndroid Build Coastguard Worker vacc_lo = _mm_movehl_ps(vacc_lo, vacc_lo); 101*4bdc9457SAndroid Build Coastguard Worker y += 2; 102*4bdc9457SAndroid Build Coastguard Worker } 103*4bdc9457SAndroid Build Coastguard Worker if (n & (1 * sizeof(float))) { 104*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(y, vacc_lo); 105*4bdc9457SAndroid Build Coastguard Worker } 106*4bdc9457SAndroid Build Coastguard Worker } 107*4bdc9457SAndroid Build Coastguard Worker} 108