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$assert BATCH_TILE >= 1 7*4bdc9457SAndroid Build Coastguard Worker$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" 8*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 9*4bdc9457SAndroid Build Coastguard Worker 10*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 11*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vunary.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker 14*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_vlrelu_ukernel__scalar_x${BATCH_TILE}( 15*4bdc9457SAndroid Build Coastguard Worker size_t n, 16*4bdc9457SAndroid Build Coastguard Worker const float* x, 17*4bdc9457SAndroid Build Coastguard Worker float* y, 18*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_lrelu_params params[restrict XNN_MIN_ELEMENTS(1)]) 19*4bdc9457SAndroid Build Coastguard Worker{ 20*4bdc9457SAndroid Build Coastguard Worker assert(n != 0); 21*4bdc9457SAndroid Build Coastguard Worker assert(n % sizeof(float) == 0); 22*4bdc9457SAndroid Build Coastguard Worker 23*4bdc9457SAndroid Build Coastguard Worker const float vslope = params->scalar.slope; 24*4bdc9457SAndroid Build Coastguard Worker 25*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 1: 26*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { 27*4bdc9457SAndroid Build Coastguard Worker $for N in range(BATCH_TILE): 28*4bdc9457SAndroid Build Coastguard Worker const float vx${ABC[N]} = x[${N}]; 29*4bdc9457SAndroid Build Coastguard Worker x += ${BATCH_TILE}; 30*4bdc9457SAndroid Build Coastguard Worker 31*4bdc9457SAndroid Build Coastguard Worker $for N in range(BATCH_TILE): 32*4bdc9457SAndroid Build Coastguard Worker float vacc${ABC[N]} = vx${ABC[N]} * vslope; 33*4bdc9457SAndroid Build Coastguard Worker 34*4bdc9457SAndroid Build Coastguard Worker $for N in range(BATCH_TILE): 35*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N]} = XNN_UNPREDICTABLE(vx${ABC[N]} < 0.0f) ? vacc${ABC[N]} : vx${ABC[N]}; 36*4bdc9457SAndroid Build Coastguard Worker 37*4bdc9457SAndroid Build Coastguard Worker $for N in range(BATCH_TILE): 38*4bdc9457SAndroid Build Coastguard Worker y[${N}] = vacc${ABC[N]}; 39*4bdc9457SAndroid Build Coastguard Worker y += ${BATCH_TILE}; 40*4bdc9457SAndroid Build Coastguard Worker } 41*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 42*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 2: 43*4bdc9457SAndroid Build Coastguard Worker do { 44*4bdc9457SAndroid Build Coastguard Worker const float vx = *x++; 45*4bdc9457SAndroid Build Coastguard Worker float vacc = vx * vslope; 46*4bdc9457SAndroid Build Coastguard Worker vacc = XNN_UNPREDICTABLE(vx < 0.0f) ? vacc : vx; 47*4bdc9457SAndroid Build Coastguard Worker *y++ = vacc; 48*4bdc9457SAndroid Build Coastguard Worker n -= sizeof(float); 49*4bdc9457SAndroid Build Coastguard Worker } while (n != 0); 50*4bdc9457SAndroid Build Coastguard Worker $else: 51*4bdc9457SAndroid Build Coastguard Worker const float vx = *x; 52*4bdc9457SAndroid Build Coastguard Worker float vacc = vx * vslope; 53*4bdc9457SAndroid Build Coastguard Worker vacc = XNN_UNPREDICTABLE(vx < 0.0f) ? vacc : vx; 54*4bdc9457SAndroid Build Coastguard Worker *y = vacc; 55*4bdc9457SAndroid Build Coastguard Worker } 56*4bdc9457SAndroid Build Coastguard Worker $else: 57*4bdc9457SAndroid Build Coastguard Worker do { 58*4bdc9457SAndroid Build Coastguard Worker const float vx = *x++; 59*4bdc9457SAndroid Build Coastguard Worker float vacc = vx * vslope; 60*4bdc9457SAndroid Build Coastguard Worker vacc = XNN_UNPREDICTABLE(vx < 0.0f) ? vacc : vx; 61*4bdc9457SAndroid Build Coastguard Worker *y++ = vacc; 62*4bdc9457SAndroid Build Coastguard Worker n -= sizeof(float); 63*4bdc9457SAndroid Build Coastguard Worker } while (n != 0); 64*4bdc9457SAndroid Build Coastguard Worker} 65