// Copyright 2021 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. $assert DATATYPE in ["QS8", "QU8"] $assert BATCH_TILE >= 1 #include #include #include $XINT8_T = {"QS8": "int8_t", "QU8": "uint8_t"}[DATATYPE] void xnn_${DATATYPE.lower()}_vaddc_minmax_ukernel__scalar_x${BATCH_TILE}( size_t n, const ${XINT8_T}* input_a, const ${XINT8_T}* input_b, ${XINT8_T}* output, const union xnn_${DATATYPE.lower()}_add_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) { const int32_t vbias = params->scalar.bias + (int32_t) *input_b * params->scalar.b_multiplier; const int32_t va_multiplier = params->scalar.a_multiplier; const uint32_t vshift = params->scalar.shift; const int32_t voutput_min_less_zero_point = params->scalar.output_min_less_zero_point; const int32_t voutput_max_less_zero_point = params->scalar.output_max_less_zero_point; const int32_t voutput_zero_point = params->scalar.output_zero_point; $if BATCH_TILE == 1: do { const int32_t va = *input_a++; const int32_t vacc = vbias + va * va_multiplier; int32_t vout = math_asr_s32(vacc, vshift); vout = math_max_s32(vout, voutput_min_less_zero_point); vout = math_min_s32(vout, voutput_max_less_zero_point); *output++ = (${XINT8_T}) (vout + voutput_zero_point); n -= sizeof(${XINT8_T}); } while (n != 0); $else: for (; n >= ${BATCH_TILE} * sizeof(${XINT8_T}); n -= ${BATCH_TILE} * sizeof(${XINT8_T})) { $for N in range(BATCH_TILE): const int32_t va${N} = input_a[${N}]; input_a += ${BATCH_TILE}; $for N in range(BATCH_TILE): const int32_t vacc${N} = vbias + va${N} * va_multiplier; input_b += ${BATCH_TILE}; $for N in range(BATCH_TILE): int32_t vout${N} = math_asr_s32(vacc${N}, vshift); $for N in range(BATCH_TILE): vout${N} = math_max_s32(vout${N}, voutput_min_less_zero_point); $for N in range(BATCH_TILE): vout${N} = math_min_s32(vout${N}, voutput_max_less_zero_point); $for N in range(BATCH_TILE): vout${N} += voutput_zero_point; $for N in range(BATCH_TILE): output[${N}] = (${XINT8_T}) vout${N}; output += ${BATCH_TILE}; } if XNN_UNLIKELY(n != 0) { $if BATCH_TILE == 2: const int32_t va = *input_a; const int32_t vacc = vbias + va * va_multiplier; int32_t vout = math_asr_s32(vacc, vshift); vout = math_max_s32(vout, voutput_min_less_zero_point); vout = math_min_s32(vout, voutput_max_less_zero_point); *output++ = (${XINT8_T}) (vout + voutput_zero_point); $else: do { const int32_t va = *input_a++; const int32_t vacc = vbias + va * va_multiplier; int32_t vout = math_asr_s32(vacc, vshift); vout = math_max_s32(vout, voutput_min_less_zero_point); vout = math_min_s32(vout, voutput_max_less_zero_point); *output++ = (${XINT8_T}) (vout + voutput_zero_point); n -= sizeof(${XINT8_T}); } while (n != 0); } }