1*4bdc9457SAndroid Build Coastguard Worker// Copyright 2022 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$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" 9*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 10*4bdc9457SAndroid Build Coastguard Worker 11*4bdc9457SAndroid Build Coastguard Worker#include <arm_neon.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 14*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vunary.h> 15*4bdc9457SAndroid Build Coastguard Worker 16*4bdc9457SAndroid Build Coastguard Worker 17*4bdc9457SAndroid Build Coastguard Workervoid xnn_f16_vlrelu_ukernel__neonfp16arith_x${BATCH_TILE}( 18*4bdc9457SAndroid Build Coastguard Worker size_t batch, 19*4bdc9457SAndroid Build Coastguard Worker const void* input, 20*4bdc9457SAndroid Build Coastguard Worker void* output, 21*4bdc9457SAndroid Build Coastguard Worker const union xnn_f16_lrelu_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS 22*4bdc9457SAndroid Build Coastguard Worker{ 23*4bdc9457SAndroid Build Coastguard Worker assert(batch != 0); 24*4bdc9457SAndroid Build Coastguard Worker assert(batch % sizeof(__fp16) == 0); 25*4bdc9457SAndroid Build Coastguard Worker 26*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vslope = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neon.slope)); 27*4bdc9457SAndroid Build Coastguard Worker const __fp16* i = (const __fp16*) input; 28*4bdc9457SAndroid Build Coastguard Worker __fp16* o = (__fp16*) output; 29*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 4: 30*4bdc9457SAndroid Build Coastguard Worker for (; batch >= ${BATCH_TILE} * sizeof(__fp16); batch -= ${BATCH_TILE} * sizeof(__fp16)) { 31*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 32*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx${ABC[N:N+8]} = vld1q_f16(i); i += 8; 33*4bdc9457SAndroid Build Coastguard Worker 34*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 35*4bdc9457SAndroid Build Coastguard Worker float16x8_t vacc${ABC[N:N+8]} = vmulq_f16(vx${ABC[N:N+8]}, vslope); 36*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vmask${ABC[N:N+8]} = vcltq_s16(vreinterpretq_s16_f16(vx${ABC[N:N+8]}), vmovq_n_s16(0)); 37*4bdc9457SAndroid Build Coastguard Worker 38*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 39*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+8]} = vbslq_f16(vmask${ABC[N:N+8]}, vacc${ABC[N:N+8]}, vx${ABC[N:N+8]}); 40*4bdc9457SAndroid Build Coastguard Worker 41*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 42*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vacc${ABC[N:N+8]}); o += 8; 43*4bdc9457SAndroid Build Coastguard Worker } 44*4bdc9457SAndroid Build Coastguard Worker for (; batch >= 8 * sizeof(__fp16); batch -= 8 * sizeof(__fp16)) { 45*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx = vld1q_f16(i); i += 8; 46*4bdc9457SAndroid Build Coastguard Worker float16x8_t vacc = vmulq_f16(vx, vslope); 47*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vmask = vcltq_s16(vreinterpretq_s16_f16(vx), vmovq_n_s16(0)); 48*4bdc9457SAndroid Build Coastguard Worker vacc = vbslq_f16(vmask, vacc, vx); 49*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vacc); o += 8; 50*4bdc9457SAndroid Build Coastguard Worker } 51*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(batch != 0) { 52*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx = vld1q_f16(i); 53*4bdc9457SAndroid Build Coastguard Worker float16x8_t vacc = vmulq_f16(vx, vslope); 54*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vmask = vcltq_s16(vreinterpretq_s16_f16(vx), vmovq_n_s16(0)); 55*4bdc9457SAndroid Build Coastguard Worker vacc = vbslq_f16(vmask, vacc, vx); 56*4bdc9457SAndroid Build Coastguard Worker 57*4bdc9457SAndroid Build Coastguard Worker float16x4_t vacc_lo = vget_low_f16(vacc); 58*4bdc9457SAndroid Build Coastguard Worker if (batch & (4 * sizeof(__fp16))) { 59*4bdc9457SAndroid Build Coastguard Worker vst1_f16(o, vacc_lo); o += 4; 60*4bdc9457SAndroid Build Coastguard Worker vacc_lo = vget_high_f16(vacc); 61*4bdc9457SAndroid Build Coastguard Worker } 62*4bdc9457SAndroid Build Coastguard Worker if (batch & (2 * sizeof(__fp16))) { 63*4bdc9457SAndroid Build Coastguard Worker vst1_lane_u32((void*) o, vreinterpret_u32_f16(vacc_lo), 0); o += 2; 64*4bdc9457SAndroid Build Coastguard Worker vacc_lo = vext_f16(vacc_lo, vacc_lo, 2); 65*4bdc9457SAndroid Build Coastguard Worker } 66*4bdc9457SAndroid Build Coastguard Worker if (batch & (1 * sizeof(__fp16))) { 67*4bdc9457SAndroid Build Coastguard Worker vst1_lane_f16(o, vacc_lo, 0); 68*4bdc9457SAndroid Build Coastguard Worker } 69*4bdc9457SAndroid Build Coastguard Worker } 70*4bdc9457SAndroid Build Coastguard Worker} 71