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$assert BATCH_TILE % 4 == 0 7*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE >= 4 8*4bdc9457SAndroid Build Coastguard Worker$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" 9*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 10*4bdc9457SAndroid Build Coastguard Worker 11*4bdc9457SAndroid Build Coastguard Worker#include <arm_neon.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 14*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vunary.h> 15*4bdc9457SAndroid Build Coastguard Worker 16*4bdc9457SAndroid Build Coastguard Worker 17*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_vhswish_ukernel__neon_x${BATCH_TILE}( 18*4bdc9457SAndroid Build Coastguard Worker size_t n, 19*4bdc9457SAndroid Build Coastguard Worker const float* x, 20*4bdc9457SAndroid Build Coastguard Worker float* y, 21*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_hswish_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS 22*4bdc9457SAndroid Build Coastguard Worker{ 23*4bdc9457SAndroid Build Coastguard Worker assert(n != 0); 24*4bdc9457SAndroid Build Coastguard Worker assert(n % sizeof(float) == 0); 25*4bdc9457SAndroid Build Coastguard Worker 26*4bdc9457SAndroid Build Coastguard Worker const float32x4_t vsixth = vld1q_dup_f32(¶ms->scalar.sixth); 27*4bdc9457SAndroid Build Coastguard Worker const float32x4_t vthree = vld1q_dup_f32(¶ms->scalar.three); 28*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vsix = vreinterpretq_s32_f32(vld1q_dup_f32(¶ms->scalar.six)); 29*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vzero = vdupq_n_s32(0); 30*4bdc9457SAndroid Build Coastguard Worker 31*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 4: 32*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { 33*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 34*4bdc9457SAndroid Build Coastguard Worker float32x4_t vx${ABC[N:N+4]} = vld1q_f32(x); x += 4; 35*4bdc9457SAndroid Build Coastguard Worker 36*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 37*4bdc9457SAndroid Build Coastguard Worker float32x4_t vacc${ABC[N:N+4]} = vaddq_f32(vx${ABC[N:N+4]}, vthree); 38*4bdc9457SAndroid Build Coastguard Worker vx${ABC[N:N+4]} = vmulq_f32(vx${ABC[N:N+4]}, vsixth); 39*4bdc9457SAndroid Build Coastguard Worker 40*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 41*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+4]} = vreinterpretq_f32_s32(vmaxq_s32(vreinterpretq_s32_f32(vacc${ABC[N:N+4]}), vzero)); 42*4bdc9457SAndroid Build Coastguard Worker 43*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 44*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+4]} = vreinterpretq_f32_s32(vminq_s32(vreinterpretq_s32_f32(vacc${ABC[N:N+4]}), vsix)); 45*4bdc9457SAndroid Build Coastguard Worker 46*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 47*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+4]} = vmulq_f32(vacc${ABC[N:N+4]}, vx${ABC[N:N+4]}); 48*4bdc9457SAndroid Build Coastguard Worker 49*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 50*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(y, vacc${ABC[N:N+4]}); y += 4; 51*4bdc9457SAndroid Build Coastguard Worker } 52*4bdc9457SAndroid Build Coastguard Worker for (; n >= 4 * sizeof(float); n -= 4 * sizeof(float)) { 53*4bdc9457SAndroid Build Coastguard Worker float32x4_t vx = vld1q_f32(x); x += 4; 54*4bdc9457SAndroid Build Coastguard Worker float32x4_t vacc = vaddq_f32(vx, vthree); 55*4bdc9457SAndroid Build Coastguard Worker vx = vmulq_f32(vx, vsixth); 56*4bdc9457SAndroid Build Coastguard Worker vacc = vreinterpretq_f32_s32(vmaxq_s32(vreinterpretq_s32_f32(vacc), vzero)); 57*4bdc9457SAndroid Build Coastguard Worker vacc = vreinterpretq_f32_s32(vminq_s32(vreinterpretq_s32_f32(vacc), vsix)); 58*4bdc9457SAndroid Build Coastguard Worker vacc = vmulq_f32(vacc, vx); 59*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(y, vacc); y += 4; 60*4bdc9457SAndroid Build Coastguard Worker } 61*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 62*4bdc9457SAndroid Build Coastguard Worker float32x4_t vx = vld1q_f32(x); 63*4bdc9457SAndroid Build Coastguard Worker float32x4_t vacc = vaddq_f32(vx, vthree); 64*4bdc9457SAndroid Build Coastguard Worker vx = vmulq_f32(vx, vsixth); 65*4bdc9457SAndroid Build Coastguard Worker vacc = vreinterpretq_f32_s32(vmaxq_s32(vreinterpretq_s32_f32(vacc), vzero)); 66*4bdc9457SAndroid Build Coastguard Worker vacc = vreinterpretq_f32_s32(vminq_s32(vreinterpretq_s32_f32(vacc), vsix)); 67*4bdc9457SAndroid Build Coastguard Worker vacc = vmulq_f32(vacc, vx); 68*4bdc9457SAndroid Build Coastguard Worker 69*4bdc9457SAndroid Build Coastguard Worker float32x2_t vacc_lo = vget_low_f32(vacc); 70*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(float))) { 71*4bdc9457SAndroid Build Coastguard Worker vst1_f32(y, vacc_lo); y += 2; 72*4bdc9457SAndroid Build Coastguard Worker vacc_lo = vget_high_f32(vacc); 73*4bdc9457SAndroid Build Coastguard Worker } 74*4bdc9457SAndroid Build Coastguard Worker if (n & (1 * sizeof(float))) { 75*4bdc9457SAndroid Build Coastguard Worker vst1_lane_f32(y, vacc_lo, 0); 76*4bdc9457SAndroid Build Coastguard Worker } 77*4bdc9457SAndroid Build Coastguard Worker } 78*4bdc9457SAndroid Build Coastguard Worker} 79