1*4bdc9457SAndroid Build Coastguard Worker// Copyright 2021 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$assert DATATYPE in ["QS8", "QU8"] 7*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE >= 1 8*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 9*4bdc9457SAndroid Build Coastguard Worker 10*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/math.h> 11*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vadd.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker 14*4bdc9457SAndroid Build Coastguard Worker$XINT8_T = {"QS8": "int8_t", "QU8": "uint8_t"}[DATATYPE] 15*4bdc9457SAndroid Build Coastguard Workervoid xnn_${DATATYPE.lower()}_vaddc_minmax_ukernel__scalar_x${BATCH_TILE}( 16*4bdc9457SAndroid Build Coastguard Worker size_t n, 17*4bdc9457SAndroid Build Coastguard Worker const ${XINT8_T}* input_a, 18*4bdc9457SAndroid Build Coastguard Worker const ${XINT8_T}* input_b, 19*4bdc9457SAndroid Build Coastguard Worker ${XINT8_T}* output, 20*4bdc9457SAndroid Build Coastguard Worker const union xnn_${DATATYPE.lower()}_add_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) 21*4bdc9457SAndroid Build Coastguard Worker{ 22*4bdc9457SAndroid Build Coastguard Worker const int32_t vbias = params->scalar.bias + (int32_t) *input_b * params->scalar.b_multiplier; 23*4bdc9457SAndroid Build Coastguard Worker const int32_t va_multiplier = params->scalar.a_multiplier; 24*4bdc9457SAndroid Build Coastguard Worker const uint32_t vshift = params->scalar.shift; 25*4bdc9457SAndroid Build Coastguard Worker const int32_t voutput_min_less_zero_point = params->scalar.output_min_less_zero_point; 26*4bdc9457SAndroid Build Coastguard Worker const int32_t voutput_max_less_zero_point = params->scalar.output_max_less_zero_point; 27*4bdc9457SAndroid Build Coastguard Worker const int32_t voutput_zero_point = params->scalar.output_zero_point; 28*4bdc9457SAndroid Build Coastguard Worker 29*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE == 1: 30*4bdc9457SAndroid Build Coastguard Worker do { 31*4bdc9457SAndroid Build Coastguard Worker const int32_t va = *input_a++; 32*4bdc9457SAndroid Build Coastguard Worker const int32_t vacc = vbias + va * va_multiplier; 33*4bdc9457SAndroid Build Coastguard Worker 34*4bdc9457SAndroid Build Coastguard Worker int32_t vout = math_asr_s32(vacc, vshift); 35*4bdc9457SAndroid Build Coastguard Worker vout = math_max_s32(vout, voutput_min_less_zero_point); 36*4bdc9457SAndroid Build Coastguard Worker vout = math_min_s32(vout, voutput_max_less_zero_point); 37*4bdc9457SAndroid Build Coastguard Worker *output++ = (${XINT8_T}) (vout + voutput_zero_point); 38*4bdc9457SAndroid Build Coastguard Worker 39*4bdc9457SAndroid Build Coastguard Worker n -= sizeof(${XINT8_T}); 40*4bdc9457SAndroid Build Coastguard Worker } while (n != 0); 41*4bdc9457SAndroid Build Coastguard Worker $else: 42*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(${XINT8_T}); n -= ${BATCH_TILE} * sizeof(${XINT8_T})) { 43*4bdc9457SAndroid Build Coastguard Worker $for N in range(BATCH_TILE): 44*4bdc9457SAndroid Build Coastguard Worker const int32_t va${N} = input_a[${N}]; 45*4bdc9457SAndroid Build Coastguard Worker input_a += ${BATCH_TILE}; 46*4bdc9457SAndroid Build Coastguard Worker 47*4bdc9457SAndroid Build Coastguard Worker $for N in range(BATCH_TILE): 48*4bdc9457SAndroid Build Coastguard Worker const int32_t vacc${N} = vbias + va${N} * va_multiplier; 49*4bdc9457SAndroid Build Coastguard Worker input_b += ${BATCH_TILE}; 50*4bdc9457SAndroid Build Coastguard Worker 51*4bdc9457SAndroid Build Coastguard Worker $for N in range(BATCH_TILE): 52*4bdc9457SAndroid Build Coastguard Worker int32_t vout${N} = math_asr_s32(vacc${N}, vshift); 53*4bdc9457SAndroid Build Coastguard Worker 54*4bdc9457SAndroid Build Coastguard Worker $for N in range(BATCH_TILE): 55*4bdc9457SAndroid Build Coastguard Worker vout${N} = math_max_s32(vout${N}, voutput_min_less_zero_point); 56*4bdc9457SAndroid Build Coastguard Worker 57*4bdc9457SAndroid Build Coastguard Worker $for N in range(BATCH_TILE): 58*4bdc9457SAndroid Build Coastguard Worker vout${N} = math_min_s32(vout${N}, voutput_max_less_zero_point); 59*4bdc9457SAndroid Build Coastguard Worker 60*4bdc9457SAndroid Build Coastguard Worker $for N in range(BATCH_TILE): 61*4bdc9457SAndroid Build Coastguard Worker vout${N} += voutput_zero_point; 62*4bdc9457SAndroid Build Coastguard Worker 63*4bdc9457SAndroid Build Coastguard Worker $for N in range(BATCH_TILE): 64*4bdc9457SAndroid Build Coastguard Worker output[${N}] = (${XINT8_T}) vout${N}; 65*4bdc9457SAndroid Build Coastguard Worker output += ${BATCH_TILE}; 66*4bdc9457SAndroid Build Coastguard Worker } 67*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 68*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE == 2: 69*4bdc9457SAndroid Build Coastguard Worker const int32_t va = *input_a; 70*4bdc9457SAndroid Build Coastguard Worker const int32_t vacc = vbias + va * va_multiplier; 71*4bdc9457SAndroid Build Coastguard Worker 72*4bdc9457SAndroid Build Coastguard Worker int32_t vout = math_asr_s32(vacc, vshift); 73*4bdc9457SAndroid Build Coastguard Worker vout = math_max_s32(vout, voutput_min_less_zero_point); 74*4bdc9457SAndroid Build Coastguard Worker vout = math_min_s32(vout, voutput_max_less_zero_point); 75*4bdc9457SAndroid Build Coastguard Worker *output++ = (${XINT8_T}) (vout + voutput_zero_point); 76*4bdc9457SAndroid Build Coastguard Worker $else: 77*4bdc9457SAndroid Build Coastguard Worker do { 78*4bdc9457SAndroid Build Coastguard Worker const int32_t va = *input_a++; 79*4bdc9457SAndroid Build Coastguard Worker const int32_t vacc = vbias + va * va_multiplier; 80*4bdc9457SAndroid Build Coastguard Worker 81*4bdc9457SAndroid Build Coastguard Worker int32_t vout = math_asr_s32(vacc, vshift); 82*4bdc9457SAndroid Build Coastguard Worker vout = math_max_s32(vout, voutput_min_less_zero_point); 83*4bdc9457SAndroid Build Coastguard Worker vout = math_min_s32(vout, voutput_max_less_zero_point); 84*4bdc9457SAndroid Build Coastguard Worker *output++ = (${XINT8_T}) (vout + voutput_zero_point); 85*4bdc9457SAndroid Build Coastguard Worker 86*4bdc9457SAndroid Build Coastguard Worker n -= sizeof(${XINT8_T}); 87*4bdc9457SAndroid Build Coastguard Worker } while (n != 0); 88*4bdc9457SAndroid Build Coastguard Worker } 89*4bdc9457SAndroid Build Coastguard Worker} 90