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Commit 1e4aa6c1 authored by Carla Guillen Carias's avatar Carla Guillen Carias
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New derived metrics

parent 5d4b2271
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analytics/operators/smucngperf/SKXPMUMetrics.cpp
View file @ 1e4aa6c1
......@@ -52,10 +52,10 @@ bool calculatePackedFlops(reading_t & packedDP128, reading_t & packedSP128,
return getTimestampFromReadings(result.timestamp, packedDP128, packedSP128, packedDP256, packedSP256, packedDP512, packedSP512);
}
bool calculateVectorizationRate(reading_t & scalarDB, reading_t & scalarSP,
bool calculateVectorizationRatio(reading_t & scalarDB, reading_t & scalarSP,
reading_t & packedDP128, reading_t & packedSP128,
reading_t & packedDP256, reading_t & packedSP256,
reading_t & packedDP512, reading_t & packedSP512, reading_t & result) {
reading_t & packedDP512, reading_t & packedSP512, unsigned int scaling_factor, reading_t & result) {
float denominator = static_cast<float>(scalarDB.value + scalarSP.value +
packedDP128.value + packedSP128.value +
packedDP256.value + packedSP256.value +
......@@ -72,7 +72,7 @@ bool calculateVectorizationRate(reading_t & scalarDB, reading_t & scalarSP,
bool calculateAVX512FlopsToVectorizedRatio(reading_t & packedDP128, reading_t & packedSP128,
reading_t & packedDP256, reading_t & packedSP256,
reading_t & packedDP512, reading_t & packedSP512,
reading_t & packedDP512, reading_t & packedSP512, unsigned int scaling_factor,
reading_t & result){
float denominator = static_cast<float>(packedDP128.value + packedSP128.value +
packedDP256.value + packedSP256.value +
......@@ -88,7 +88,7 @@ bool calculateAVX512FlopsToVectorizedRatio(reading_t & packedDP128, reading_t &
bool calculateSP_TO_TOTAL_RATIO(reading_t &scalarDB, reading_t & scalarSP,
reading_t & packedDP128, reading_t & packedSP128,
reading_t & packedDP256, reading_t & packedSP256,
reading_t & packedDP512, reading_t & packedSP512,
reading_t & packedDP512, reading_t & packedSP512, unsigned int scaling_factor,
reading_t & result){
auto single_precision = packedSP128.value * 4 + packedSP256.value * 8
+ packedSP512.value * 16 + scalarSP.value;
......@@ -102,6 +102,16 @@ bool calculateSP_TO_TOTAL_RATIO(reading_t &scalarDB, reading_t & scalarSP,
return false;
}
bool calculateL3HitToL3MissRatio(reading_t & l3_misses, reading_t& l3_load_hits,
reading_t & l3_load_misses, reading_t & result, unsigned int scaling_factor){
float denominator = static_cast<float>(l3_load_hits.value + l3_load_misses.value);
if(denominator > 0){
result.value = (l3_misses.value/denominator) * scaling_factor;
return getTimestampFromReadings(result.timestamp, l3_misses, l3_load_hits, l3_load_misses);
}
return false;
}
bool calculateMemoryBandwidth(std::vector<reading_t> membw_counts, reading_t & result) {
result.value = 0;
const unsigned int SIZEPERACCESS = 64;
......
analytics/operators/smucngperf/SKXPMUMetrics.h
View file @ 1e4aa6c1
......@@ -28,7 +28,7 @@
#ifndef ANALYTICS_ANALYZERS_SMUCNGPERFANALYZER_SKXDERIVEDMETRICS_SKXPMUMETRICS_H_
#define ANALYTICS_ANALYZERS_SMUCNGPERFANALYZER_SKXDERIVEDMETRICS_SKXPMUMETRICS_H_
#include <vector>
#include "../../../../common/include/cacheentry.h"
#include "cacheentry.h"
bool calculateFlops(reading_t &scalarDB, reading_t & scalarSP,
reading_t & packedDP128, reading_t & packedSP128,
......@@ -44,20 +44,23 @@ bool calculatePackedFlops(reading_t & packedDP128, reading_t & packedSP128,
bool calculateVectorizationRatio(reading_t & scalarDB, reading_t & scalarSP,
reading_t & packedDP128, reading_t & packedSP128,
reading_t & packedDP256, reading_t & packedSP256,
reading_t & packedDP512, reading_t & packedSP512, reading_t & result);
reading_t & packedDP512, reading_t & packedSP512, unsigned int scaling_factor, reading_t & result);
bool calculateAVX512FlopsToVectorizedRatio(reading_t & packedDP128, reading_t & packedSP128,
reading_t & packedDP256, reading_t & packedSP256,
reading_t & packedDP512, reading_t & packedSP512,
reading_t & packedDP512, reading_t & packedSP512, unsigned int scaling_factor,
reading_t & result);
bool calculateSP_TO_TOTAL_RATIO(reading_t &scalarDB, reading_t & scalarSP,
reading_t & packedDP128, reading_t & packedSP128,
reading_t & packedDP256, reading_t & packedSP256,
reading_t & packedDP512, reading_t & packedSP512,
reading_t & packedDP512, reading_t & packedSP512, unsigned int scaling_factor,
reading_t & result);
bool calculateL3HitToL3MissRatio(reading_t & l3_misses, reading_t& l3_load_hits,
reading_t & l3_load_misses, reading_t & result, unsigned int scaling_factor);
bool calculateMemoryBandwidth(std::vector<reading_t> membw_counts, reading_t & result);
#endif /* ANALYTICS_ANALYZERS_SMUCNGPERFANALYZER_SKXDERIVEDMETRICS_SKXPMUMETRICS_H_ */
analytics/operators/smucngperf/SMUCNGPerfOperator.cpp
View file @ 1e4aa6c1
......@@ -78,7 +78,7 @@ void SMUCNGPerfOperator::printConfig(LOG_LEVEL ll) {
void SMUCNGPerfOperator::compute(U_Ptr unit) {
auto inputs = unit->getInputs();
auto timestamp = getTimestamp() - 10e9 ; //ToDo timestamp minus some time...
auto timestamp = getTimestamp() - 10e9;
for(auto& outSensor : unit->getOutputs()){
if( outSensor->getMetric() == SMUCSensorBase::CPI) {
computeCPI(inputs, outSensor, timestamp);
......@@ -88,6 +88,20 @@ void SMUCNGPerfOperator::compute(U_Ptr unit) {
outSensor->getMetric() == SMUCSensorBase::AVX512_TOVECTORIZED_RATIO || outSensor->getMetric() == SMUCSensorBase::VECTORIZED_RATIO ||
outSensor->getMetric() == SMUCSensorBase::SINGLE_PRECISION_TO_TOTAL_RATIO) {
computeFLOPS(inputs, outSensor, timestamp);
} 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);
}
resetBuffers();
}
......@@ -172,21 +186,20 @@ void SMUCNGPerfOperator::computeFLOPS(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr&
} else if(flop_metric == SMUCSensorBase::VECTORIZED_RATIO) {
if(calculateVectorizationRatio(scalar_double, scalar_single, packed128_double,
packed128_single, packed256_double, packed256_single,
packed512_double, packed512_single, result)) {
packed512_double, packed512_single, outSensor->getScalingFactor(), result)) {
outSensor->storeReading(result);
}
} else if (flop_metric == SMUCSensorBase::AVX512_TOVECTORIZED_RATIO) {
if (calculateAVX512FlopsToVectorizedRatio(packed128_double,
packed128_single, packed256_double, packed256_single,
packed512_double, packed512_single, result)) {
packed512_double, packed512_single, outSensor->getScalingFactor(), result)) {
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,
packed512_double, packed512_single, result)){
packed512_double, packed512_single, outSensor->getScalingFactor(), result)){
outSensor->storeReading(result);
}
}
}
......@@ -199,6 +212,14 @@ void SMUCNGPerfOperator::computeFLOPS(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr&
void SMUCNGPerfOperator::computeL3_TO_INSTRUCTIONS_RATIO(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor,
const uint64_t timestamp) {
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;
if (instructions.size() > 0 && l3_misses.size() > 0 && calculateMetricRatio(instructions[0], l3_misses[0], outSensor->getScalingFactor(), l3toinstrRatio)) {
outSensor->storeReading(l3toinstrRatio);
}
}
void SMUCNGPerfOperator::computeL3_BANDWIDTH(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor,
......@@ -207,23 +228,71 @@ void SMUCNGPerfOperator::computeL3_BANDWIDTH(std::vector<SMUCNGPtr>& inputs, SMU
void SMUCNGPerfOperator::computeL3HIT_TO_L3MISS_RATIO(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor,
const uint64_t timestamp) {
//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;
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->getScalingFactor())) {
outSensor->storeReading(l3hitToMissRatio);
}
}
void SMUCNGPerfOperator::computeLOADS_TO_STORES(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor,
const uint64_t timestamp) {
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;
if(loads.size() > 0 && stores.size() > 0 && calculateMetricRatio(loads[0], stores[0], outSensor->getScalingFactor(), loadToStoreRatio)){
outSensor->storeReading(loadToStoreRatio);
}
}
void SMUCNGPerfOperator::computeLOADS_TOL3MISS_RATIO(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor,
const uint64_t timestamp) {
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
&& calculateMetricRatio(loads[0], l3_misses[0], outSensor->getScalingFactor(), loads_to_l3misses)) {
outSensor->storeReading(loads_to_l3misses);
}
}
void SMUCNGPerfOperator::computeBRANCH_PER_INSTRUCTIONS(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor) {
void SMUCNGPerfOperator::computeBRANCH_PER_INSTRUCTIONS(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor, const uint64_t timestamp) {
std::vector<reading_t> & missedbranches;
std::vector<reading_t> & instructions;
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
&& calculateMetricRatio(missedbranches[0], instructions[0], outSensor->getScalingFactor(), branchPerInstructions)) {
outSensor->storeReading(branchPerInstructions);
}
}
void SMUCNGPerfOperator::computeMISSBRANCHES_TO_TOTAL_BRANCH_RATIO(std::vector<SMUCNGPtr>& inputs,
SMUCNGPtr& outSensor, const uint64_t timestamp) {
std::vector<reading_t> & missedbranches;
std::vector<reading_t> & totalbranches;
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 &&
calculateMetricRatio(missedbranches[0], totalbranches[0], outSensor->getScalingFactor(), missbranchesPerTotal)){
outSensor->storeReading(missbranchesPerTotal);
}
}
void SMUCNGPerfOperator::computeMEMORY_BANDWIDTH(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr& outSensor,
const uint64_t timestamp) {
std::vector<reading_t> &mem_counters; //ToDo how do I get them?
}
analytics/operators/smucngperf/SMUCNGPerfOperator.h
View file @ 1e4aa6c1
......@@ -67,7 +67,7 @@ protected:
//void computeINSTRUCTIONS_PER_SECOND(SMUCNGPtr &outSensor, const uint64_t timestamp);
void computeFLOPS(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr &outSensor, const uint64_t timestamp);
void computeEXPENSIVE_INSTRUCTIONS_PER_SECOND(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr &outSensor, const uint64_t timestamp);
//void computeEXPENSIVE_INSTRUCTIONS_PER_SECOND(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr &outSensor, const uint64_t timestamp);
//void computeINSTR_INTRA_NODE_LOADIMBALANCE(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr &outSensor, const uint64_t timestamp);
//void computeINSTR_INTER_NODE_LOADIMBALANCE((SMUCNGPtr &outSensor); //needs to be donejob plugin
//void computeL2_HITS_PER_SECOND(SMUCNGPtr &outSensor, const uint64_t timestamp);
......@@ -80,7 +80,7 @@ protected:
void computeLOADS_TO_STORES(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr &outSensor, const uint64_t timestamp);
void computeLOADS_TOL3MISS_RATIO(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr &outSensor, const uint64_t timestamp);
//void computeMISSBRANCHES_PER_SECOND(SMUCNGPtr &outSensor, const uint64_t timestamp);
void computeBRANCH_PER_INSTRUCTIONS(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr &outSensor);
void computeBRANCH_PER_INSTRUCTIONS(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr &outSensor, const uint64_t timestamp);
void computeMISSBRANCHES_TO_TOTAL_BRANCH_RATIO(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr &outSensor, const uint64_t timestamp);
void computeMEMORY_BANDWIDTH(std::vector<SMUCNGPtr>& inputs, SMUCNGPtr &outSensor, const uint64_t timestamp);
};
......
analytics/operators/smucngperf/SMUCSensorBase.h
View file @ 1e4aa6c1
......@@ -62,8 +62,9 @@ public:
FP_ARITH_512B_PACKED_SINGLE,
MEM_INST_RETIRED_ALL_LOADS,
MEM_INST_RETIRED_ALL_STORES,
PERF_COUNT_HW_CACHE_REFERENCES,
PERF_COUNT_HW_CACHE_MISSES,
MEM_LOAD_UOPS_RETIRED_L3_MISS,
MEM_LOAD_RETIRED_L3_HIT,
MEM_LOAD_RETIRED_L3_MISS,
PERF_COUNT_HW_BRANCH_INSTRUCTIONS,
PERF_COUNT_HW_BRANCH_MISSES,
CORE_TEMPERATURE,
......
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