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/** @file kmp_stats.cpp
* Statistics gathering and processing.
*/
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is dual licensed under the MIT and the University of Illinois Open
// Source Licenses. See LICENSE.txt for details.
//
//===----------------------------------------------------------------------===//
#include "kmp.h"
#include "kmp_lock.h"
#include "kmp_stats.h"
#include "kmp_str.h"
#include <algorithm>
#include <ctime>
#include <iomanip>
#include <sstream>
#include <stdlib.h> // for atexit
#define STRINGIZE2(x) #x
#define STRINGIZE(x) STRINGIZE2(x)
#define expandName(name, flags, ignore) {STRINGIZE(name), flags},
statInfo timeStat::timerInfo[] = {
KMP_FOREACH_TIMER(expandName, 0){"TIMER_LAST", 0}};
const statInfo counter::counterInfo[] = {
KMP_FOREACH_COUNTER(expandName, 0){"COUNTER_LAST", 0}};
#undef expandName
#define expandName(ignore1, ignore2, ignore3) {0.0, 0.0, 0.0},
kmp_stats_output_module::rgb_color kmp_stats_output_module::timerColorInfo[] = {
KMP_FOREACH_TIMER(expandName, 0){0.0, 0.0, 0.0}};
#undef expandName
const kmp_stats_output_module::rgb_color
kmp_stats_output_module::globalColorArray[] = {
{1.0, 0.0, 0.0}, // red
{1.0, 0.6, 0.0}, // orange
{1.0, 1.0, 0.0}, // yellow
{0.0, 1.0, 0.0}, // green
{0.0, 0.0, 1.0}, // blue
{0.6, 0.2, 0.8}, // purple
{1.0, 0.0, 1.0}, // magenta
{0.0, 0.4, 0.2}, // dark green
{1.0, 1.0, 0.6}, // light yellow
{0.6, 0.4, 0.6}, // dirty purple
{0.0, 1.0, 1.0}, // cyan
{1.0, 0.4, 0.8}, // pink
{0.5, 0.5, 0.5}, // grey
{0.8, 0.7, 0.5}, // brown
{0.6, 0.6, 1.0}, // light blue
{1.0, 0.7, 0.5}, // peach
{0.8, 0.5, 1.0}, // lavender
{0.6, 0.0, 0.0}, // dark red
{0.7, 0.6, 0.0}, // gold
{0.0, 0.0, 0.0} // black
};
// Ensure that the atexit handler only runs once.
static uint32_t statsPrinted = 0;
// output interface
static kmp_stats_output_module *__kmp_stats_global_output = NULL;
/* ************* statistic member functions ************* */
void statistic::addSample(double sample) {
double delta = sample - meanVal;
sampleCount = sampleCount + 1;
meanVal = meanVal + delta / sampleCount;
m2 = m2 + delta * (sample - meanVal);
minVal = std::min(minVal, sample);
maxVal = std::max(maxVal, sample);
}
statistic &statistic::operator+=(const statistic &other) {
if (sampleCount == 0) {
*this = other;
return *this;
}
uint64_t newSampleCount = sampleCount + other.sampleCount;
double dnsc = double(newSampleCount);
double dsc = double(sampleCount);
double dscBydnsc = dsc / dnsc;
double dosc = double(other.sampleCount);
double delta = other.meanVal - meanVal;
// Try to order these calculations to avoid overflows. If this were Fortran,
// then the compiler would not be able to re-order over brackets. In C++ it
// may be legal to do that (we certainly hope it doesn't, and CC+ Programming
// Language 2nd edition suggests it shouldn't, since it says that exploitation
// of associativity can only be made if the operation really is associative
// (which floating addition isn't...)).
meanVal = meanVal * dscBydnsc + other.meanVal * (1 - dscBydnsc);
m2 = m2 + other.m2 + dscBydnsc * dosc * delta * delta;
minVal = std::min(minVal, other.minVal);
maxVal = std::max(maxVal, other.maxVal);
sampleCount = newSampleCount;
return *this;
}
void statistic::scale(double factor) {
minVal = minVal * factor;
maxVal = maxVal * factor;
meanVal = meanVal * factor;
m2 = m2 * factor * factor;
return;
}
std::string statistic::format(char unit, bool total) const {
std::string result = formatSI(sampleCount, 9, ' ');
if (sampleCount == 0) {
result = result + std::string(", ") + formatSI(0.0, 9, unit);
result = result + std::string(", ") + formatSI(0.0, 9, unit);
result = result + std::string(", ") + formatSI(0.0, 9, unit);
if (total)
result = result + std::string(", ") + formatSI(0.0, 9, unit);
result = result + std::string(", ") + formatSI(0.0, 9, unit);
} else {
result = result + std::string(", ") + formatSI(minVal, 9, unit);
result = result + std::string(", ") + formatSI(meanVal, 9, unit);
result = result + std::string(", ") + formatSI(maxVal, 9, unit);
if (total)
result =
result + std::string(", ") + formatSI(meanVal * sampleCount, 9, unit);
result = result + std::string(", ") + formatSI(getSD(), 9, unit);
}
return result;
}
/* ************* explicitTimer member functions ************* */
void explicitTimer::start(timer_e timerEnumValue) {
startTime = tsc_tick_count::now();
totalPauseTime = 0;
if (timeStat::logEvent(timerEnumValue)) {
__kmp_stats_thread_ptr->incrementNestValue();
}
return;
}
void explicitTimer::stop(timer_e timerEnumValue,
kmp_stats_list *stats_ptr /* = nullptr */) {
if (startTime.getValue() == 0)
return;
tsc_tick_count finishTime = tsc_tick_count::now();
// stat->addSample ((tsc_tick_count::now() - startTime).ticks());
stat->addSample(((finishTime - startTime) - totalPauseTime).ticks());
if (timeStat::logEvent(timerEnumValue)) {
if (!stats_ptr)
stats_ptr = __kmp_stats_thread_ptr;
stats_ptr->push_event(
startTime.getValue() - __kmp_stats_start_time.getValue(),
finishTime.getValue() - __kmp_stats_start_time.getValue(),
__kmp_stats_thread_ptr->getNestValue(), timerEnumValue);
stats_ptr->decrementNestValue();
}
/* We accept the risk that we drop a sample because it really did start at
t==0. */
startTime = 0;
return;
}
/* ************* partitionedTimers member functions ************* */
partitionedTimers::partitionedTimers() { timer_stack.reserve(8); }
// add a timer to this collection of partitioned timers.
void partitionedTimers::add_timer(explicit_timer_e timer_index,
explicitTimer *timer_pointer) {
KMP_DEBUG_ASSERT((int)timer_index < (int)EXPLICIT_TIMER_LAST + 1);
timers[timer_index] = timer_pointer;
}
// initialize the paritioned timers to an initial timer
void partitionedTimers::init(timerPair init_timer_pair) {
KMP_DEBUG_ASSERT(this->timer_stack.size() == 0);
timer_stack.push_back(init_timer_pair);
timers[init_timer_pair.get_index()]->start(init_timer_pair.get_timer());
}
// stop/save the current timer, and start the new timer (timer_pair)
// There is a special condition where if the current timer is equal to
// the one you are trying to push, then it only manipulates the stack,
// and it won't stop/start the currently running timer.
void partitionedTimers::push(timerPair timer_pair) {
// get the current timer
// stop current timer
// push new timer
// start the new timer
KMP_DEBUG_ASSERT(this->timer_stack.size() > 0);
timerPair current_timer = timer_stack.back();
timer_stack.push_back(timer_pair);
if (current_timer != timer_pair) {
timers[current_timer.get_index()]->pause();
timers[timer_pair.get_index()]->start(timer_pair.get_timer());
}
}
// stop/discard the current timer, and start the previously saved timer
void partitionedTimers::pop() {
// get the current timer
// stop current timer
// pop current timer
// get the new current timer and start it back up
KMP_DEBUG_ASSERT(this->timer_stack.size() > 1);
timerPair current_timer = timer_stack.back();
timer_stack.pop_back();
timerPair new_timer = timer_stack.back();
if (current_timer != new_timer) {
timers[current_timer.get_index()]->stop(current_timer.get_timer());
timers[new_timer.get_index()]->resume();
}
}
// Wind up all the currently running timers.
// This pops off all the timers from the stack and clears the stack
// After this is called, init() must be run again to initialize the
// stack of timers
void partitionedTimers::windup() {
while (timer_stack.size() > 1) {
this->pop();
}
if (timer_stack.size() > 0) {
timerPair last_timer = timer_stack.back();
timer_stack.pop_back();
timers[last_timer.get_index()]->stop(last_timer.get_timer());
}
}
/* ************* kmp_stats_event_vector member functions ************* */
void kmp_stats_event_vector::deallocate() {
__kmp_free(events);
internal_size = 0;
allocated_size = 0;
events = NULL;
}
// This function is for qsort() which requires the compare function to return
// either a negative number if event1 < event2, a positive number if event1 >
// event2 or zero if event1 == event2. This sorts by start time (lowest to
// highest).
int compare_two_events(const void *event1, const void *event2) {
kmp_stats_event *ev1 = (kmp_stats_event *)event1;
kmp_stats_event *ev2 = (kmp_stats_event *)event2;
if (ev1->getStart() < ev2->getStart())
return -1;
else if (ev1->getStart() > ev2->getStart())
return 1;
else
return 0;
}
void kmp_stats_event_vector::sort() {
qsort(events, internal_size, sizeof(kmp_stats_event), compare_two_events);
}
/* ************* kmp_stats_list member functions ************* */
// returns a pointer to newly created stats node
kmp_stats_list *kmp_stats_list::push_back(int gtid) {
kmp_stats_list *newnode =
(kmp_stats_list *)__kmp_allocate(sizeof(kmp_stats_list));
// placement new, only requires space and pointer and initializes (so
// __kmp_allocate instead of C++ new[] is used)
new (newnode) kmp_stats_list();
newnode->setGtid(gtid);
newnode->prev = this->prev;
newnode->next = this;
newnode->prev->next = newnode;
newnode->next->prev = newnode;
return newnode;
}
void kmp_stats_list::deallocate() {
kmp_stats_list *ptr = this->next;
kmp_stats_list *delptr = this->next;
while (ptr != this) {
delptr = ptr;
ptr = ptr->next;
// placement new means we have to explicitly call destructor.
delptr->_event_vector.deallocate();
delptr->~kmp_stats_list();
__kmp_free(delptr);
}
}
kmp_stats_list::iterator kmp_stats_list::begin() {
kmp_stats_list::iterator it;
it.ptr = this->next;
return it;
}
kmp_stats_list::iterator kmp_stats_list::end() {
kmp_stats_list::iterator it;
it.ptr = this;
return it;
}
int kmp_stats_list::size() {
int retval;
kmp_stats_list::iterator it;
for (retval = 0, it = begin(); it != end(); it++, retval++) {
}
return retval;
}
/* ************* kmp_stats_list::iterator member functions ************* */
kmp_stats_list::iterator::iterator() : ptr(NULL) {}
kmp_stats_list::iterator::~iterator() {}
kmp_stats_list::iterator kmp_stats_list::iterator::operator++() {
this->ptr = this->ptr->next;
return *this;
}
kmp_stats_list::iterator kmp_stats_list::iterator::operator++(int dummy) {
this->ptr = this->ptr->next;
return *this;
}
kmp_stats_list::iterator kmp_stats_list::iterator::operator--() {
this->ptr = this->ptr->prev;
return *this;
}
kmp_stats_list::iterator kmp_stats_list::iterator::operator--(int dummy) {
this->ptr = this->ptr->prev;
return *this;
}
bool kmp_stats_list::iterator::operator!=(const kmp_stats_list::iterator &rhs) {
return this->ptr != rhs.ptr;
}
bool kmp_stats_list::iterator::operator==(const kmp_stats_list::iterator &rhs) {
return this->ptr == rhs.ptr;
}
kmp_stats_list *kmp_stats_list::iterator::operator*() const {
return this->ptr;
}
/* ************* kmp_stats_output_module functions ************** */
const char *kmp_stats_output_module::eventsFileName = NULL;
const char *kmp_stats_output_module::plotFileName = NULL;
int kmp_stats_output_module::printPerThreadFlag = 0;
int kmp_stats_output_module::printPerThreadEventsFlag = 0;
// init() is called very near the beginning of execution time in the constructor
// of __kmp_stats_global_output
void kmp_stats_output_module::init() {
char *statsFileName = getenv("KMP_STATS_FILE");
eventsFileName = getenv("KMP_STATS_EVENTS_FILE");
plotFileName = getenv("KMP_STATS_PLOT_FILE");
char *threadStats = getenv("KMP_STATS_THREADS");
char *threadEvents = getenv("KMP_STATS_EVENTS");
// set the stats output filenames based on environment variables and defaults
if (statsFileName) {
// append the process id to the output filename
// events.csv --> events-pid.csv
size_t index;
std::string baseFileName, pid, suffix;
std::stringstream ss;
outputFileName = std::string(statsFileName);
index = outputFileName.find_last_of('.');
if (index == std::string::npos) {
baseFileName = outputFileName;
} else {
baseFileName = outputFileName.substr(0, index);
suffix = outputFileName.substr(index);
}
ss << getpid();
pid = ss.str();
outputFileName = baseFileName + "-" + pid + suffix;
}
eventsFileName = eventsFileName ? eventsFileName : "events.dat";
plotFileName = plotFileName ? plotFileName : "events.plt";
// set the flags based on environment variables matching: true, on, 1, .true.
// , .t. , yes
printPerThreadFlag = __kmp_str_match_true(threadStats);
printPerThreadEventsFlag = __kmp_str_match_true(threadEvents);
if (printPerThreadEventsFlag) {
// assigns a color to each timer for printing
setupEventColors();
} else {
// will clear flag so that no event will be logged
timeStat::clearEventFlags();
}
return;
}
void kmp_stats_output_module::setupEventColors() {
int i;
int globalColorIndex = 0;
int numGlobalColors = sizeof(globalColorArray) / sizeof(rgb_color);
for (i = 0; i < TIMER_LAST; i++) {
if (timeStat::logEvent((timer_e)i)) {
timerColorInfo[i] = globalColorArray[globalColorIndex];
globalColorIndex = (globalColorIndex + 1) % numGlobalColors;
}
}
return;
}
void kmp_stats_output_module::printTimerStats(FILE *statsOut,
statistic const *theStats,
statistic const *totalStats) {
fprintf(statsOut, "Timer, SampleCount, Min, "
"Mean, Max, Total, SD\n");
for (timer_e s = timer_e(0); s < TIMER_LAST; s = timer_e(s + 1)) {
statistic const *stat = &theStats[s];
char tag = timeStat::noUnits(s) ? ' ' : 'T';
fprintf(statsOut, "%-28s, %s\n", timeStat::name(s),
stat->format(tag, true).c_str());
}
// Also print the Total_ versions of times.
for (timer_e s = timer_e(0); s < TIMER_LAST; s = timer_e(s + 1)) {
char tag = timeStat::noUnits(s) ? ' ' : 'T';
if (totalStats && !timeStat::noTotal(s))
fprintf(statsOut, "Total_%-22s, %s\n", timeStat::name(s),
totalStats[s].format(tag, true).c_str());
}
}
void kmp_stats_output_module::printCounterStats(FILE *statsOut,
statistic const *theStats) {
fprintf(statsOut, "Counter, ThreadCount, Min, Mean, "
" Max, Total, SD\n");
for (int s = 0; s < COUNTER_LAST; s++) {
statistic const *stat = &theStats[s];
fprintf(statsOut, "%-25s, %s\n", counter::name(counter_e(s)),
stat->format(' ', true).c_str());
}
}
void kmp_stats_output_module::printCounters(FILE *statsOut,
counter const *theCounters) {
// We print all the counters even if they are zero.
// That makes it easier to slice them into a spreadsheet if you need to.
fprintf(statsOut, "\nCounter, Count\n");
for (int c = 0; c < COUNTER_LAST; c++) {
counter const *stat = &theCounters[c];
fprintf(statsOut, "%-25s, %s\n", counter::name(counter_e(c)),
formatSI(stat->getValue(), 9, ' ').c_str());
}
}
void kmp_stats_output_module::printEvents(FILE *eventsOut,
kmp_stats_event_vector *theEvents,
int gtid) {
// sort by start time before printing
theEvents->sort();
for (int i = 0; i < theEvents->size(); i++) {
kmp_stats_event ev = theEvents->at(i);
rgb_color color = getEventColor(ev.getTimerName());
fprintf(eventsOut, "%d %lu %lu %1.1f rgb(%1.1f,%1.1f,%1.1f) %s\n", gtid,
ev.getStart(), ev.getStop(), 1.2 - (ev.getNestLevel() * 0.2),
color.r, color.g, color.b, timeStat::name(ev.getTimerName()));
}
return;
}
void kmp_stats_output_module::windupExplicitTimers() {
// Wind up any explicit timers. We assume that it's fair at this point to just
// walk all the explcit timers in all threads and say "it's over".
// If the timer wasn't running, this won't record anything anyway.
kmp_stats_list::iterator it;
for (it = __kmp_stats_list->begin(); it != __kmp_stats_list->end(); it++) {
kmp_stats_list *ptr = *it;
ptr->getPartitionedTimers()->windup();
for (int timer = 0; timer < EXPLICIT_TIMER_LAST; timer++) {
ptr->getExplicitTimer(explicit_timer_e(timer))->stop((timer_e)timer, ptr);
}
}
}
void kmp_stats_output_module::printPloticusFile() {
int i;
int size = __kmp_stats_list->size();
FILE *plotOut = fopen(plotFileName, "w+");
fprintf(plotOut, "#proc page\n"
" pagesize: 15 10\n"
" scale: 1.0\n\n");
fprintf(plotOut, "#proc getdata\n"
" file: %s\n\n",
eventsFileName);
fprintf(plotOut, "#proc areadef\n"
" title: OpenMP Sampling Timeline\n"
" titledetails: align=center size=16\n"
" rectangle: 1 1 13 9\n"
" xautorange: datafield=2,3\n"
" yautorange: -1 %d\n\n",
size);
fprintf(plotOut, "#proc xaxis\n"
" stubs: inc\n"
" stubdetails: size=12\n"
" label: Time (ticks)\n"
" labeldetails: size=14\n\n");
fprintf(plotOut, "#proc yaxis\n"
" stubs: inc 1\n"
" stubrange: 0 %d\n"
" stubdetails: size=12\n"
" label: Thread #\n"
" labeldetails: size=14\n\n",
size - 1);
fprintf(plotOut, "#proc bars\n"
" exactcolorfield: 5\n"
" axis: x\n"
" locfield: 1\n"
" segmentfields: 2 3\n"
" barwidthfield: 4\n\n");
// create legend entries corresponding to the timer color
for (i = 0; i < TIMER_LAST; i++) {
if (timeStat::logEvent((timer_e)i)) {
rgb_color c = getEventColor((timer_e)i);
fprintf(plotOut, "#proc legendentry\n"
" sampletype: color\n"
" label: %s\n"
" details: rgb(%1.1f,%1.1f,%1.1f)\n\n",
timeStat::name((timer_e)i), c.r, c.g, c.b);
}
}
fprintf(plotOut, "#proc legend\n"
" format: down\n"
" location: max max\n\n");
fclose(plotOut);
return;
}
/* Print some useful information about
* the date and time this experiment ran.
* the machine on which it ran.
We output all of this as stylised comments, though we may decide to parse
some of it. */
void kmp_stats_output_module::printHeaderInfo(FILE *statsOut) {
std::time_t now = std::time(0);
char buffer[40];
char hostName[80];
std::strftime(&buffer[0], sizeof(buffer), "%c", std::localtime(&now));
fprintf(statsOut, "# Time of run: %s\n", &buffer[0]);
if (gethostname(&hostName[0], sizeof(hostName)) == 0)
fprintf(statsOut, "# Hostname: %s\n", &hostName[0]);
#if KMP_ARCH_X86 || KMP_ARCH_X86_64
fprintf(statsOut, "# CPU: %s\n", &__kmp_cpuinfo.name[0]);
fprintf(statsOut, "# Family: %d, Model: %d, Stepping: %d\n",
__kmp_cpuinfo.family, __kmp_cpuinfo.model, __kmp_cpuinfo.stepping);
if (__kmp_cpuinfo.frequency == 0)
fprintf(statsOut, "# Nominal frequency: Unknown\n");
else
fprintf(statsOut, "# Nominal frequency: %sz\n",
formatSI(double(__kmp_cpuinfo.frequency), 9, 'H').c_str());
#endif
}
void kmp_stats_output_module::outputStats(const char *heading) {
// Stop all the explicit timers in all threads
// Do this before declaring the local statistics because thay have
// constructors so will take time to create.
windupExplicitTimers();
statistic allStats[TIMER_LAST];
statistic totalStats[TIMER_LAST]; /* Synthesized, cross threads versions of
normal timer stats */
statistic allCounters[COUNTER_LAST];
FILE *statsOut =
!outputFileName.empty() ? fopen(outputFileName.c_str(), "a+") : stderr;
if (!statsOut)
statsOut = stderr;
FILE *eventsOut;
if (eventPrintingEnabled()) {
eventsOut = fopen(eventsFileName, "w+");
}
printHeaderInfo(statsOut);
fprintf(statsOut, "%s\n", heading);
// Accumulate across threads.
kmp_stats_list::iterator it;
for (it = __kmp_stats_list->begin(); it != __kmp_stats_list->end(); it++) {
int t = (*it)->getGtid();
// Output per thread stats if requested.
if (printPerThreadFlag) {
fprintf(statsOut, "Thread %d\n", t);
printTimerStats(statsOut, (*it)->getTimers(), 0);
printCounters(statsOut, (*it)->getCounters());
fprintf(statsOut, "\n");
}
// Output per thread events if requested.
if (eventPrintingEnabled()) {
kmp_stats_event_vector events = (*it)->getEventVector();
printEvents(eventsOut, &events, t);
}
// Accumulate timers.
for (timer_e s = timer_e(0); s < TIMER_LAST; s = timer_e(s + 1)) {
// See if we should ignore this timer when aggregating
if ((timeStat::masterOnly(s) && (t != 0)) || // Timer only valid on master
// and this thread is worker
(timeStat::workerOnly(s) && (t == 0)) // Timer only valid on worker
// and this thread is the master
) {
continue;
}
statistic *threadStat = (*it)->getTimer(s);
allStats[s] += *threadStat;
// Add Total stats for timers that are valid in more than one thread
if (!timeStat::noTotal(s))
totalStats[s].addSample(threadStat->getTotal());
}
// Accumulate counters.
for (counter_e c = counter_e(0); c < COUNTER_LAST; c = counter_e(c + 1)) {
if (counter::masterOnly(c) && t != 0)
continue;
allCounters[c].addSample((*it)->getCounter(c)->getValue());
}
}
if (eventPrintingEnabled()) {
printPloticusFile();
fclose(eventsOut);
}
fprintf(statsOut, "Aggregate for all threads\n");
printTimerStats(statsOut, &allStats[0], &totalStats[0]);
fprintf(statsOut, "\n");
printCounterStats(statsOut, &allCounters[0]);
if (statsOut != stderr)
fclose(statsOut);
}
/* ************* exported C functions ************** */
// no name mangling for these functions, we want the c files to be able to get
// at these functions
extern "C" {
void __kmp_reset_stats() {
kmp_stats_list::iterator it;
for (it = __kmp_stats_list->begin(); it != __kmp_stats_list->end(); it++) {
timeStat *timers = (*it)->getTimers();
counter *counters = (*it)->getCounters();
explicitTimer *eTimers = (*it)->getExplicitTimers();
for (int t = 0; t < TIMER_LAST; t++)
timers[t].reset();
for (int c = 0; c < COUNTER_LAST; c++)
counters[c].reset();
for (int t = 0; t < EXPLICIT_TIMER_LAST; t++)
eTimers[t].reset();
// reset the event vector so all previous events are "erased"
(*it)->resetEventVector();
}
}
// This function will reset all stats and stop all threads' explicit timers if
// they haven't been stopped already.
void __kmp_output_stats(const char *heading) {
__kmp_stats_global_output->outputStats(heading);
__kmp_reset_stats();
}
void __kmp_accumulate_stats_at_exit(void) {
// Only do this once.
if (KMP_XCHG_FIXED32(&statsPrinted, 1) != 0)
return;
__kmp_output_stats("Statistics on exit");
}
void __kmp_stats_init(void) {
__kmp_init_tas_lock(&__kmp_stats_lock);
__kmp_stats_start_time = tsc_tick_count::now();
__kmp_stats_global_output = new kmp_stats_output_module();
__kmp_stats_list = new kmp_stats_list();
}
void __kmp_stats_fini(void) {
__kmp_accumulate_stats_at_exit();
__kmp_stats_list->deallocate();
delete __kmp_stats_global_output;
delete __kmp_stats_list;
}
} // extern "C"