SMUCNGPerfOperator.cpp 20.2 KB
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//================================================================================
// Name        : SMUCNGPerfOperator.cpp
// Author      : Carla Guillen
// Contact     : info@dcdb.it
// Copyright   : Leibniz Supercomputing Centre
// Description : Template implementing features to use Units in Operators.
//================================================================================

//================================================================================
// This file is part of DCDB (DataCenter DataBase)
// Copyright (C) 2018-2019 Leibniz Supercomputing Centre
//
// This program is free software; you can redistribute it and/or
// modify it under the terms of the GNU General Public License
// as published by the Free Software Foundation; either version 2
// of the License, or (at your option) any later version.
//
// This program is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU General Public License for more details.
//
// You should have received a copy of the GNU General Public License
// along with this program; if not, write to the Free Software
// Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
//================================================================================
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#include "SMUCNGPerfOperator.h"
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#include <boost/log/sources/record_ostream.hpp>
#include <boost/log/utility/formatting_ostream.hpp>
#include <boost/parameter/keyword.hpp>
#include <cstdint>
#include <memory>
#include <string>
#include <utility>
#include <vector>

#include "../../../common/include/cacheentry.h"
#include "../../../common/include/logging.h"
#include "../../../common/include/sensorbase.h"
#include "../../../common/include/timestamp.h"
#include "../../includes/QueryEngine.h"
#include "../../includes/UnitTemplate.h"
#include "SKXPMUMetrics.h"

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SMUCNGPerfOperator::SMUCNGPerfOperator(const std::string& name): OperatorTemplate(name), _go_back_ns(0), _measuring_interval_s(1) {
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    _buffers.resize(64);
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    _metricPerSecToId[SMUCSensorBase::INSTRUCTIONS_PER_SECOND] = SMUCSensorBase::INSTRUCTIONS;
    _metricPerSecToId[SMUCSensorBase::EXPENSIVE_INSTRUCTIONS_PER_SECOND] = SMUCSensorBase::ARITH_FPU_DIVIDER_ACTIVE;
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//    _metricToPerSecId[SMUCSensorBase::L2_HITS] = SMUCSensorBase::L2_HITS_PER_SECOND;
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    _metricPerSecToId[SMUCSensorBase::L2_MISSES_PER_SECOND] = SMUCSensorBase::L2_RQSTS_MISS;
    _metricPerSecToId[SMUCSensorBase::L3_HITS_PER_SECOND] = SMUCSensorBase::MEM_LOAD_RETIRED_L3_HIT;
    _metricPerSecToId[SMUCSensorBase::L3_MISSES_PER_SECOND] = SMUCSensorBase::MEM_LOAD_RETIRED_L3_MISS;
    _metricPerSecToId[SMUCSensorBase::MISSBRANCHES_PER_SECOND] = SMUCSensorBase::PERF_COUNT_HW_BRANCH_MISSES;
    _metricPerSecToId[SMUCSensorBase::NETWORK_BYTES_XMIT_PER_SECOND] = SMUCSensorBase::NETWORK_XMIT;
    _metricPerSecToId[SMUCSensorBase::NETWORK_BYTES_RCVD_PER_SECOND] = SMUCSensorBase::NETWORK_RCVD;
    _metricPerSecToId[SMUCSensorBase::IOOPENS_PER_SECOND] = SMUCSensorBase::IOOPENS;
    _metricPerSecToId[SMUCSensorBase::IOCLOSES_PER_SECOND] = SMUCSensorBase::IOCLOSES;
    _metricPerSecToId[SMUCSensorBase::IOBYTESREAD_PER_SECOND] = SMUCSensorBase::IOBYTESREAD;
    _metricPerSecToId[SMUCSensorBase::IOBYTESWRITE_PER_SECOND] = SMUCSensorBase::IOBYTESWRITE;
    _metricPerSecToId[SMUCSensorBase::IOREADS_PER_SECOND] = SMUCSensorBase::IOREADS;
    _metricPerSecToId[SMUCSensorBase::IOWRITES_PER_SECOND] = SMUCSensorBase::IOWRITES;
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}

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SMUCNGPerfOperator::~SMUCNGPerfOperator() {
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}

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SMUCNGPerfOperator::SMUCNGPerfOperator(const SMUCNGPerfOperator& other) : OperatorTemplate(other){
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    copy(other);
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}

SMUCNGPerfOperator& SMUCNGPerfOperator::operator=(const SMUCNGPerfOperator& other){
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    OperatorTemplate::operator =(other);
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    copy(other);
    return *this;
}

void SMUCNGPerfOperator::copy(const SMUCNGPerfOperator& other){
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    this->_buffers = other._buffers;
    this->_metricToPosition = other._metricToPosition;
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    this->_measuring_interval_s = other._measuring_interval_s;
    this->_go_back_ns = other._go_back_ns;
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    this->_metricPerSecToId = other._metricPerSecToId;
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}

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void SMUCNGPerfOperator::printConfig(LOG_LEVEL ll) {
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    OperatorTemplate<SMUCSensorBase>::printConfig(ll);
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    LOG_VAR(ll) << "Metric to position map size(" << _metricToPosition.size() << "):";
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    for(auto &kv : _metricToPosition){
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    	LOG_VAR(ll) << "Metric = " << kv.first << " Position = " << kv.second;
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    }
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    LOG_VAR(ll) << "_measuring_interval_s = " << _measuring_interval_s;
    LOG_VAR(ll) << "_go_back_ns = " << _go_back_ns;
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}

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void SMUCNGPerfOperator::compute(U_Ptr unit) {
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	auto inputs = unit->getInputs();
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	auto timestamp = getTimestamp() - _go_back_ns;
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	for(auto& outSensor : unit->getOutputs()){
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		if(outSensor->getMetadata() == nullptr){
			LOG(error) << "No metadata defined, sensor " << outSensor->getName() <<  " can't compute anything.";
			continue;
		}

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		if( outSensor->getMetric() == SMUCSensorBase::CPI) {
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			computeCPI(inputs, outSensor, timestamp);
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		} else if (outSensor->getMetric() == SMUCSensorBase::FREQUENCY) {
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			computeFREQUENCY(inputs, outSensor, timestamp);
		} else if (outSensor->getMetric() == SMUCSensorBase::FLOPS || outSensor->getMetric() == SMUCSensorBase::PACKED_FLOPS ||
				outSensor->getMetric() == SMUCSensorBase::AVX512_TOVECTORIZED_RATIO || outSensor->getMetric() == SMUCSensorBase::VECTORIZED_RATIO ||
				outSensor->getMetric() == SMUCSensorBase::SINGLE_PRECISION_TO_TOTAL_RATIO) {
			computeFLOPS(inputs, outSensor, timestamp);
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		} else if (outSensor->getMetric() == SMUCSensorBase::L3_TO_INSTRUCTIONS_RATIO){
			computeL3_TO_INSTRUCTIONS_RATIO(inputs, outSensor, timestamp);
		} else if (outSensor->getMetric() == SMUCSensorBase::L3HIT_TO_L3MISS_RATIO ){
			computeL3HIT_TO_L3MISS_RATIO(inputs, outSensor, timestamp);
		} else if (outSensor->getMetric() == SMUCSensorBase::LOADS_TO_STORES ){
			computeLOADS_TO_STORES(inputs, outSensor, timestamp);
		} else if (outSensor->getMetric() == SMUCSensorBase::LOADS_TOL3MISS_RATIO ){
			computeLOADS_TOL3MISS_RATIO(inputs, outSensor, timestamp);
		} else if (outSensor->getMetric() == SMUCSensorBase::BRANCH_PER_INSTRUCTIONS){
			computeBRANCH_PER_INSTRUCTIONS(inputs, outSensor, timestamp);
		} else if (outSensor->getMetric() == SMUCSensorBase::MISSBRANCHES_TO_TOTAL_BRANCH_RATIO){
			computeMISSBRANCHES_TO_TOTAL_BRANCH_RATIO(inputs, outSensor, timestamp);
		} else if (outSensor->getMetric() == SMUCSensorBase::MEMORY_BANDWIDTH) {
			computeMEMORY_BANDWIDTH(inputs, outSensor, timestamp);
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		} else if (isAMetricPerSecond(outSensor->getMetric())){
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			computeMetricPerSecond(outSensor->getMetric(), inputs, outSensor, timestamp);
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		}
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		resetBuffers();
	}
}

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void SMUCNGPerfOperator::query(const std::string & sensor_name, const uint64_t timestamp, vector<reading_t> &buffer){
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	if(!_queryEngine.querySensor(sensor_name, timestamp, timestamp, buffer, false)) {
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		LOG(debug) << "SMUCNGPerf Operator " << _name << " cannot read from sensor " << sensor_name  << "!";
	}
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}

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void SMUCNGPerfOperator::resetBuffers(){
	for(auto &buffer: _buffers){
		buffer.clear();
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	}
}
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void SMUCNGPerfOperator::computeCPI(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr &outSensor, const uint64_t timestamp){
	std::vector<reading_t> & instructions = _buffers[0];
	std::vector<reading_t> & clocks = _buffers[1];
	query(inputs[_metricToPosition[SMUCSensorBase::INSTRUCTIONS]]->getName(), timestamp, instructions);
	query(inputs[_metricToPosition[SMUCSensorBase::CLOCKS]]->getName(), timestamp, clocks);
	bool wascalced = false;
	reading_t cpi;
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	if (instructions.size() > 0 && clocks.size() > 0 && calculateMetricRatio(clocks[0], instructions[0], cpi, outSensor->getMetadata()->scale)) {
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		outSensor->storeReading(cpi);
	}
}

void SMUCNGPerfOperator::computeFREQUENCY(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor, const uint64_t timestamp) {
	std::vector<reading_t> & clocks = _buffers[0];
	std::vector<reading_t> & clocks_ref = _buffers[1];
	query(inputs[_metricToPosition[SMUCSensorBase::CLOCKS]]->getName(), timestamp, clocks);
	query(inputs[_metricToPosition[SMUCSensorBase::CLOCKS_REF]]->getName(), timestamp, clocks_ref);
	reading_t frequency;
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	if( clocks.size() > 0 && clocks_ref.size() > 0 && calculateFrequency(clocks_ref[0],clocks[0], MIN_FREQ_MHZ, MAX_FREQ_MHZ, frequency, outSensor->getMetadata()->scale)) {
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		outSensor->storeReading(frequency);
	}
}

void SMUCNGPerfOperator::computeFLOPS(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor, const uint64_t timestamp) {
	SMUCSensorBase::Metric_t flop_metric = outSensor->getMetric();
	std::vector<reading_t> & fp_arith_scalar_double = _buffers[0];
	std::vector<reading_t> & fp_arith_scalar_single = _buffers[1];
	std::vector<reading_t> & fp_arith_128b_packed_double = _buffers[2];
	std::vector<reading_t> & fp_arith_128b_packed_single = _buffers[3];
	std::vector<reading_t> & fp_arith_256b_packed_double = _buffers[4];
	std::vector<reading_t> & fp_arith_256b_packed_single = _buffers[5];
	std::vector<reading_t> & fp_arith_512b_packed_double = _buffers[6];
	std::vector<reading_t> & fp_arith_512b_packed_single = _buffers[7];


	query(inputs[_metricToPosition[SMUCSensorBase::FP_ARITH_SCALAR_DOUBLE]]->getName(), timestamp, fp_arith_scalar_double);
	query(inputs[_metricToPosition[SMUCSensorBase::FP_ARITH_SCALAR_SINGLE]]->getName(), timestamp, fp_arith_scalar_single);
	query(inputs[_metricToPosition[SMUCSensorBase::FP_ARITH_128B_PACKED_DOUBLE]]->getName(), timestamp, fp_arith_128b_packed_double);
	query(inputs[_metricToPosition[SMUCSensorBase::FP_ARITH_128B_PACKED_SINGLE]]->getName(), timestamp, fp_arith_128b_packed_single);
	query(inputs[_metricToPosition[SMUCSensorBase::FP_ARITH_256B_PACKED_DOUBLE]]->getName(), timestamp, fp_arith_256b_packed_double);
	query(inputs[_metricToPosition[SMUCSensorBase::FP_ARITH_256B_PACKED_SINGLE]]->getName(), timestamp, fp_arith_256b_packed_single);
	query(inputs[_metricToPosition[SMUCSensorBase::FP_ARITH_512B_PACKED_DOUBLE]]->getName(), timestamp, fp_arith_512b_packed_double);
	query(inputs[_metricToPosition[SMUCSensorBase::FP_ARITH_512B_PACKED_SINGLE]]->getName(), timestamp, fp_arith_512b_packed_single);
	reading_t empty;
	empty.value = 0;
	empty.timestamp = 0;
	reading_t & scalar_double = fp_arith_scalar_double.size() > 0 ? fp_arith_scalar_double[0]: empty;
	reading_t & scalar_single = fp_arith_scalar_single.size() > 0 ? fp_arith_scalar_single[0]: empty;
	reading_t & packed128_double = fp_arith_128b_packed_double.size() > 0 ? fp_arith_128b_packed_double[0] : empty;
	reading_t & packed128_single = fp_arith_128b_packed_single.size() > 0 ? fp_arith_128b_packed_single[0] : empty;
	reading_t & packed256_double =  fp_arith_256b_packed_double.size() > 0 ?  fp_arith_256b_packed_double[0] : empty;
	reading_t & packed256_single = fp_arith_256b_packed_single.size() > 0 ? fp_arith_256b_packed_single[0] : empty;
	reading_t & packed512_double =  fp_arith_512b_packed_double.size() > 0 ?  fp_arith_512b_packed_double[0] :empty;
	reading_t & packed512_single = fp_arith_512b_packed_single.size() > 0 ? fp_arith_512b_packed_single[0] : empty;

	reading_t result;
	if(flop_metric == SMUCSensorBase::FLOPS) {
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		if (calculateFlopsPerSec(scalar_double, scalar_single, packed128_double,
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				packed128_single, packed256_double, packed256_single,
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				packed512_double, packed512_single, result, outSensor->getMetadata()->scale, _measuring_interval_s) ) {
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			outSensor->storeReading(result);
		}
	} else if(flop_metric == SMUCSensorBase::PACKED_FLOPS){
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		if (calculatePackedFlopsPerSec(packed128_double, packed128_single,
				packed256_double, packed256_single, packed512_double,
				packed512_single, result, outSensor->getMetadata()->scale, _measuring_interval_s)) {
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			outSensor->storeReading(result);
		}
	} else if(flop_metric == SMUCSensorBase::VECTORIZED_RATIO) {
		if(calculateVectorizationRatio(scalar_double, scalar_single, packed128_double,
				packed128_single, packed256_double, packed256_single,
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				packed512_double, packed512_single, result, outSensor->getMetadata()->scale)) {
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			outSensor->storeReading(result);
		}
	} else if (flop_metric == SMUCSensorBase::AVX512_TOVECTORIZED_RATIO) {
		if (calculateAVX512FlopsToVectorizedRatio(packed128_double,
				packed128_single, packed256_double, packed256_single,
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				packed512_double, packed512_single, result, outSensor->getMetadata()->scale )) {
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			outSensor->storeReading(result);
		}
	} else if (flop_metric == SMUCSensorBase::SINGLE_PRECISION_TO_TOTAL_RATIO) {
		if(calculateSP_TO_TOTAL_RATIO(scalar_double, scalar_single, packed128_double,
				packed128_single, packed256_double, packed256_single,
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				packed512_double, packed512_single, result, outSensor->getMetadata()->scale)){
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			outSensor->storeReading(result);
		}
	}
}



/*void SMUCNGPerfOperator::computeINSTR_INTRA_NODE_LOADIMBALANCE(std::vector<SMUCNGPtr>& inputs,
		SMUCNGPtr& outSensor, const uint64_t timestamp) {
}*/

void SMUCNGPerfOperator::computeL3_TO_INSTRUCTIONS_RATIO(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor,
		const uint64_t timestamp) {
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	std::vector<reading_t> & l3_misses = _buffers[0];
	std::vector<reading_t> & instructions = _buffers[1];
	query(inputs[_metricToPosition[SMUCSensorBase::MEM_LOAD_UOPS_RETIRED_L3_MISS]]->getName(), timestamp, l3_misses);
	query(inputs[_metricToPosition[SMUCSensorBase::INSTRUCTIONS]]->getName(), timestamp, instructions);
	reading_t l3toinstrRatio;
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	if (instructions.size() > 0 && l3_misses.size() > 0 && calculateMetricRatio(instructions[0], l3_misses[0], l3toinstrRatio, outSensor->getMetadata()->scale)) {
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		outSensor->storeReading(l3toinstrRatio);
	}
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}

void SMUCNGPerfOperator::computeL3_BANDWIDTH(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor,
		const uint64_t timestamp) {
}

void SMUCNGPerfOperator::computeL3HIT_TO_L3MISS_RATIO(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor,
		const uint64_t timestamp) {
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	//MEM_LOAD_UOPS_RETIRED_L3_MISS/(MEM_LOAD_RETIRED_L3_HIT+MEM_LOAD_RETIRED_L3_MISS
	std::vector<reading_t> & l3_misses = _buffers[0];
	std::vector<reading_t> & l3_hits = _buffers[1];
	std::vector<reading_t> & l3_load_miss = _buffers[2];
	query(inputs[_metricToPosition[SMUCSensorBase::MEM_LOAD_UOPS_RETIRED_L3_MISS]]->getName(), timestamp, l3_misses);
	query(inputs[_metricToPosition[SMUCSensorBase::MEM_LOAD_RETIRED_L3_HIT]]->getName(), timestamp, l3_hits);
	query(inputs[_metricToPosition[SMUCSensorBase::MEM_LOAD_RETIRED_L3_MISS]]->getName(), timestamp, l3_load_miss);
	reading_t l3hitToMissRatio;
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	if (l3_misses.size() > 0 && l3_hits.size() > 0 && l3_load_miss.size() > 0 && calculateL3HitToL3MissRatio(l3_misses[0], l3_hits[0], l3_load_miss[0], l3hitToMissRatio, outSensor->getMetadata()->scale)) {
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		outSensor->storeReading(l3hitToMissRatio);
	}
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}

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void SMUCNGPerfOperator::computeMetricPerSecond(SMUCSensorBase::Metric_t metric_ps, std::vector<SMUCNGPtr> &inputs, SMUCNGPtr& outSensor, const uint64_t timestamp) {
	SMUCSensorBase::Metric_t metric = _metricPerSecToId[metric_ps];
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	query(inputs[_metricToPosition[metric]]->getName(), timestamp, _buffers[0]);
	reading_t metricpersec;
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	if(_buffers[0].size() > 0 && calculateMetricPerSec(_buffers[0][0], _measuring_interval_s, metricpersec, outSensor->getMetadata()->scale)){
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		outSensor->storeReading(metricpersec);
	}
}

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void SMUCNGPerfOperator::computeLOADS_TO_STORES(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor, const uint64_t timestamp) {
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	std::vector<reading_t> & loads = _buffers[0];
	std::vector<reading_t> & stores = _buffers[1];
	query(inputs[_metricToPosition[SMUCSensorBase::MEM_INST_RETIRED_ALL_LOADS]]->getName(), timestamp, loads);
	query(inputs[_metricToPosition[SMUCSensorBase::MEM_INST_RETIRED_ALL_STORES]]->getName(), timestamp, stores);
	reading_t loadToStoreRatio;
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	if(loads.size() > 0 && stores.size() > 0 && calculateMetricRatio(loads[0], stores[0], loadToStoreRatio, outSensor->getMetadata()->scale)){
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		outSensor->storeReading(loadToStoreRatio);
	}
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}

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void SMUCNGPerfOperator::computeLOADS_TOL3MISS_RATIO(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor, const uint64_t timestamp) {
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	std::vector<reading_t> & loads = _buffers[0];
	std::vector<reading_t> & l3_misses = _buffers[1];
	query(inputs[_metricToPosition[SMUCSensorBase::MEM_INST_RETIRED_ALL_LOADS]]->getName(), timestamp, loads);
	query(inputs[_metricToPosition[SMUCSensorBase::MEM_LOAD_UOPS_RETIRED_L3_MISS]]->getName(), timestamp, l3_misses);
	reading_t loads_to_l3misses;
	if (loads.size() > 0 && l3_misses.size() > 0
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			&& calculateMetricRatio(loads[0], l3_misses[0], loads_to_l3misses, outSensor->getMetadata()->scale)) {
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		outSensor->storeReading(loads_to_l3misses);
	}
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}

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void SMUCNGPerfOperator::computeBRANCH_PER_INSTRUCTIONS(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor, const uint64_t timestamp) {
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	std::vector<reading_t> & missedbranches = _buffers[0];
	std::vector<reading_t> & instructions = _buffers[1];
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	query(inputs[_metricToPosition[SMUCSensorBase::PERF_COUNT_HW_BRANCH_MISSES]]->getName(), timestamp, missedbranches);
	query(inputs[_metricToPosition[SMUCSensorBase::INSTRUCTIONS]]->getName(), timestamp, instructions);
	reading_t branchPerInstructions;
	if (missedbranches.size() > 0 && instructions.size() > 0
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			&& calculateMetricRatio(missedbranches[0], instructions[0], branchPerInstructions, outSensor->getMetadata()->scale)) {
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		outSensor->storeReading(branchPerInstructions);
	}
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}

void SMUCNGPerfOperator::computeMISSBRANCHES_TO_TOTAL_BRANCH_RATIO(std::vector<SMUCNGPtr>& inputs,
		SMUCNGPtr& outSensor, const uint64_t timestamp) {
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	std::vector<reading_t> & missedbranches = _buffers[0];
	std::vector<reading_t> & totalbranches = _buffers[1];
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	query(inputs[_metricToPosition[SMUCSensorBase::PERF_COUNT_HW_BRANCH_MISSES]]->getName(), timestamp, missedbranches);
	query(inputs[_metricToPosition[SMUCSensorBase::PERF_COUNT_HW_BRANCH_INSTRUCTIONS]]->getName(), timestamp, totalbranches);
	reading_t missbranchesPerTotal;
	if(missedbranches.size() > 0 && totalbranches.size() > 0 &&
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			calculateMetricRatio(missedbranches[0], totalbranches[0], missbranchesPerTotal, outSensor->getMetadata()->scale)){
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		outSensor->storeReading(missbranchesPerTotal);
	}
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}

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void SMUCNGPerfOperator::computeMEMORY_BANDWIDTH(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor, const uint64_t timestamp) {
	std::vector<reading_t> & mem_counters = _buffers[0];

	reading_t memory_bw;
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	query(inputs[_metricToPosition[SMUCSensorBase::CAS_COUNT_READ0]]->getName(), timestamp, mem_counters);	
	query(inputs[_metricToPosition[SMUCSensorBase::CAS_COUNT_READ1]]->getName(), timestamp, mem_counters);	
	query(inputs[_metricToPosition[SMUCSensorBase::CAS_COUNT_READ2]]->getName(), timestamp, mem_counters);	
	query(inputs[_metricToPosition[SMUCSensorBase::CAS_COUNT_READ3]]->getName(), timestamp, mem_counters);	
	query(inputs[_metricToPosition[SMUCSensorBase::CAS_COUNT_READ4]]->getName(), timestamp, mem_counters);	
	query(inputs[_metricToPosition[SMUCSensorBase::CAS_COUNT_READ5]]->getName(), timestamp, mem_counters);	
	query(inputs[_metricToPosition[SMUCSensorBase::CAS_COUNT_WRITE0]]->getName(), timestamp, mem_counters);	
	query(inputs[_metricToPosition[SMUCSensorBase::CAS_COUNT_WRITE1]]->getName(), timestamp, mem_counters);	
	query(inputs[_metricToPosition[SMUCSensorBase::CAS_COUNT_WRITE2]]->getName(), timestamp, mem_counters);	
	query(inputs[_metricToPosition[SMUCSensorBase::CAS_COUNT_WRITE3]]->getName(), timestamp, mem_counters);	
	query(inputs[_metricToPosition[SMUCSensorBase::CAS_COUNT_WRITE4]]->getName(), timestamp, mem_counters);	
	query(inputs[_metricToPosition[SMUCSensorBase::CAS_COUNT_WRITE5]]->getName(), timestamp, mem_counters);	
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	if(mem_counters.size() > 0 && calculateMemoryBandwidth(mem_counters, memory_bw, _measuring_interval_s, outSensor->getMetadata()->scale)){
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		outSensor->storeReading(memory_bw);
	}
	
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}
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bool SMUCNGPerfOperator::isAMetricPerSecond(SMUCSensorBase::Metric_t comp){
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	if(comp == SMUCSensorBase::INSTRUCTIONS_PER_SECOND || comp == SMUCSensorBase::EXPENSIVE_INSTRUCTIONS_PER_SECOND ||
			comp == SMUCSensorBase::L2_HITS_PER_SECOND || comp == SMUCSensorBase::L2_MISSES_PER_SECOND ||
		comp == SMUCSensorBase::L3_HITS_PER_SECOND || comp == SMUCSensorBase::L3_MISSES_PER_SECOND ||
		comp == SMUCSensorBase::MISSBRANCHES_PER_SECOND || comp == SMUCSensorBase::NETWORK_BYTES_XMIT_PER_SECOND ||
		comp == SMUCSensorBase::NETWORK_BYTES_RCVD_PER_SECOND || comp == SMUCSensorBase::IOOPENS_PER_SECOND ||
		comp == SMUCSensorBase::IOCLOSES_PER_SECOND || comp == SMUCSensorBase::IOBYTESREAD_PER_SECOND ||
		comp == SMUCSensorBase::IOBYTESWRITE_PER_SECOND || comp == SMUCSensorBase::IOREADS_PER_SECOND ||
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		comp == SMUCSensorBase::IOWRITES_PER_SECOND  ){
		return true;
	}
	return false;
}