1*4bdc9457SAndroid Build Coastguard Worker// Copyright 2020 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$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" 9*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 10*4bdc9457SAndroid Build Coastguard Worker 11*4bdc9457SAndroid Build Coastguard Worker#include <arm_neon.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 14*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vunary.h> 15*4bdc9457SAndroid Build Coastguard Worker 16*4bdc9457SAndroid Build Coastguard Worker 17*4bdc9457SAndroid Build Coastguard Workervoid xnn_f16_vhswish_ukernel__neonfp16arith_x${BATCH_TILE}( 18*4bdc9457SAndroid Build Coastguard Worker size_t n, 19*4bdc9457SAndroid Build Coastguard Worker const void* restrict x_ptr, 20*4bdc9457SAndroid Build Coastguard Worker void* restrict y_ptr, 21*4bdc9457SAndroid Build Coastguard Worker const union xnn_f16_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(__fp16) == 0); 25*4bdc9457SAndroid Build Coastguard Worker 26*4bdc9457SAndroid Build Coastguard Worker const __fp16* x = (const __fp16*) x_ptr; 27*4bdc9457SAndroid Build Coastguard Worker __fp16* y = (__fp16*) y_ptr; 28*4bdc9457SAndroid Build Coastguard Worker 29*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vsixth = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neon.sixth)); 30*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vthree = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neon.three)); 31*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vsix = vreinterpretq_s16_u16(vld1q_dup_u16(¶ms->neon.six)); 32*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vzero = vdupq_n_s16(0); 33*4bdc9457SAndroid Build Coastguard Worker 34*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 8: 35*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(__fp16); n -= ${BATCH_TILE} * sizeof(__fp16)) { 36*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 37*4bdc9457SAndroid Build Coastguard Worker float16x8_t vx${ABC[N:N+8]} = vld1q_f16(x); x += 8; 38*4bdc9457SAndroid Build Coastguard Worker 39*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 40*4bdc9457SAndroid Build Coastguard Worker float16x8_t vacc${ABC[N:N+8]} = vaddq_f16(vx${ABC[N:N+8]}, vthree); 41*4bdc9457SAndroid Build Coastguard Worker vx${ABC[N:N+8]} = vmulq_f16(vx${ABC[N:N+8]}, vsixth); 42*4bdc9457SAndroid Build Coastguard Worker 43*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 44*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+8]} = vreinterpretq_f16_s16(vmaxq_s16(vreinterpretq_s16_f16(vacc${ABC[N:N+8]}), vzero)); 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]} = vreinterpretq_f16_s16(vminq_s16(vreinterpretq_s16_f16(vacc${ABC[N:N+8]}), vsix)); 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]} = vmulq_f16(vacc${ABC[N:N+8]}, vx${ABC[N:N+8]}); 51*4bdc9457SAndroid Build Coastguard Worker 52*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 53*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(y, vacc${ABC[N:N+8]}); y += 8; 54*4bdc9457SAndroid Build Coastguard Worker } 55*4bdc9457SAndroid Build Coastguard Worker for (; n >= 8 * sizeof(__fp16); n -= 8 * sizeof(__fp16)) { 56*4bdc9457SAndroid Build Coastguard Worker float16x8_t vx = vld1q_f16(x); x += 8; 57*4bdc9457SAndroid Build Coastguard Worker float16x8_t vacc = vaddq_f16(vx, vthree); 58*4bdc9457SAndroid Build Coastguard Worker vx = vmulq_f16(vx, vsixth); 59*4bdc9457SAndroid Build Coastguard Worker vacc = vreinterpretq_f16_s16(vmaxq_s16(vreinterpretq_s16_f16(vacc), vzero)); 60*4bdc9457SAndroid Build Coastguard Worker vacc = vreinterpretq_f16_s16(vminq_s16(vreinterpretq_s16_f16(vacc), vsix)); 61*4bdc9457SAndroid Build Coastguard Worker vacc = vmulq_f16(vacc, vx); 62*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(y, vacc); y += 8; 63*4bdc9457SAndroid Build Coastguard Worker } 64*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 65*4bdc9457SAndroid Build Coastguard Worker float16x8_t vx = vld1q_f16(x); 66*4bdc9457SAndroid Build Coastguard Worker float16x8_t vacc = vaddq_f16(vx, vthree); 67*4bdc9457SAndroid Build Coastguard Worker vx = vmulq_f16(vx, vsixth); 68*4bdc9457SAndroid Build Coastguard Worker vacc = vreinterpretq_f16_s16(vmaxq_s16(vreinterpretq_s16_f16(vacc), vzero)); 69*4bdc9457SAndroid Build Coastguard Worker vacc = vreinterpretq_f16_s16(vminq_s16(vreinterpretq_s16_f16(vacc), vsix)); 70*4bdc9457SAndroid Build Coastguard Worker vacc = vmulq_f16(vacc, vx); 71*4bdc9457SAndroid Build Coastguard Worker 72*4bdc9457SAndroid Build Coastguard Worker float16x4_t vacc_lo = vget_low_f16(vacc); 73*4bdc9457SAndroid Build Coastguard Worker if (n & (4 * sizeof(__fp16))) { 74*4bdc9457SAndroid Build Coastguard Worker vst1_f16(y, vacc_lo); y += 4; 75*4bdc9457SAndroid Build Coastguard Worker vacc_lo = vget_high_f16(vacc); 76*4bdc9457SAndroid Build Coastguard Worker } 77*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(__fp16))) { 78*4bdc9457SAndroid Build Coastguard Worker vst1_lane_u32((void*) y, vreinterpret_u32_f16(vacc_lo), 0); y += 2; 79*4bdc9457SAndroid Build Coastguard Worker vacc_lo = vext_f16(vacc_lo, vacc_lo, 2); 80*4bdc9457SAndroid Build Coastguard Worker } 81*4bdc9457SAndroid Build Coastguard Worker if (n & (1 * sizeof(__fp16))) { 82*4bdc9457SAndroid Build Coastguard Worker vst1_lane_f16(y, vacc_lo, 0); 83*4bdc9457SAndroid Build Coastguard Worker } 84*4bdc9457SAndroid Build Coastguard Worker } 85*4bdc9457SAndroid Build Coastguard Worker} 86