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// (c) Meta Platforms, Inc. and affiliates. Confidential and proprietary.
#include <gtest/gtest.h>
#include <array>
#include <set>
#ifdef __linux__
#include <sys/stat.h>
#include <sys/types.h>
#include <fcntl.h>
#endif
#include "include/libkineto.h"
#include "include/Config.h"
#include "src/ActivityTrace.h"
#include "src/CuptiRangeProfilerConfig.h"
#include "src/CuptiRangeProfiler.h"
#include "src/output_base.h"
#include "src/output_json.h"
#include "src/output_membuf.h"
#include "src/Logger.h"
#include "test/CuptiRangeProfilerTestUtil.h"
using namespace KINETO_NAMESPACE;
#if HAS_CUPTI_RANGE_PROFILER
std::unordered_map<int, CuptiProfilerResult>&
MockCuptiRBProfilerSession::getResults() {
static std::unordered_map<int, CuptiProfilerResult> results;
return results;
}
static std::vector<std::string> kCtx0Kernels = {
"foo", "bar", "baz"};
static std::vector<std::string> kCtx1Kernels = {
"mercury", "venus", "earth"};
static auto getActivityTypes() {
static std::set activity_types_{libkineto::ActivityType::CUDA_PROFILER_RANGE};
return activity_types_;
}
static ICuptiRBProfilerSessionFactory& getFactory() {
static MockCuptiRBProfilerSessionFactory factory_;
return factory_;
}
// Create mock CUPTI profiler events and simuulate context
// creation and kernel launches
class CuptiRangeProfilerTest : public ::testing::Test {
protected:
void SetUp() override {
std::vector<std::string> log_modules(
{"CuptiRangeProfilerApi.cpp", "CuptiRangeProfiler.cpp"});
SET_LOG_VERBOSITY_LEVEL(1, log_modules);
// this is bad but the pointer is never accessed
ctx0_ = reinterpret_cast<CUcontext>(10);
ctx1_ = reinterpret_cast<CUcontext>(11);
simulateCudaContextCreate(ctx0_, 0 /*device_id*/);
simulateCudaContextCreate(ctx1_, 1 /*device_id*/);
results_[0] = CuptiProfilerResult{};
results_[1] = CuptiProfilerResult{};
// use MockCuptiRBProfilerSession to mock CUPTI Profiler interface
profiler_ = std::make_unique<CuptiRangeProfiler>(getFactory());
// used for logging to a file
loggerFactory.addProtocol("file", [](const std::string& url) {
return std::unique_ptr<ActivityLogger>(new ChromeTraceLogger(url));
});
}
void TearDown() override {
simulateCudaContextDestroy(ctx0_, 0 /*device_id*/);
simulateCudaContextDestroy(ctx1_, 1 /*device_id*/);
}
void setupConfig(const std::vector<std::string>& metrics, bool per_kernel) {
std::string config_str = fmt::format("ACTIVITIES_WARMUP_PERIOD_SECS=0\n "
"CUPTI_PROFILER_METRICS={}\n "
"CUPTI_PROFILER_ENABLE_PER_KERNEL={}",
fmt::join(metrics, ","),
(per_kernel ? "true" : "false"));
cfg_ = std::make_unique<Config>();
cfg_->parse(config_str);
cfg_->setClientDefaults();
cfg_->setSelectedActivityTypes(getActivityTypes());
// setup profiler results
results_[0].metricNames = metrics;
results_[1].metricNames = metrics;
for (int i = 0; i < metrics.size(); i++) {
measurements_.push_back(0.1 * i);
}
}
int simulateWorkload() {
for (const auto& k : kCtx0Kernels) {
simulateKernelLaunch(ctx0_, k);
}
for (const auto& k : kCtx1Kernels) {
simulateKernelLaunch(ctx1_, k);
}
return kCtx0Kernels.size() + kCtx1Kernels.size();
}
void setupResultsUserRange() {
// sets up mock results returned by Mock CUPTI interface
results_[0].rangeVals.emplace_back(
CuptiRangeMeasurement{"__profile__", measurements_});
results_[1].rangeVals.emplace_back(
CuptiRangeMeasurement{"__profile__", measurements_});
}
void setupResultsAutoRange() {
// sets up mock results returned by Mock CUPTI interface
for (const auto& k : kCtx0Kernels) {
results_[0].rangeVals.emplace_back(
CuptiRangeMeasurement{k, measurements_});
}
for (const auto& k : kCtx1Kernels) {
results_[1].rangeVals.emplace_back(
CuptiRangeMeasurement{k, measurements_});
}
}
std::unique_ptr<Config> cfg_;
std::unique_ptr<CuptiRangeProfiler> profiler_;
ActivityLoggerFactory loggerFactory;
std::vector<double> measurements_;
std::unordered_map<int, CuptiProfilerResult>& results_
= MockCuptiRBProfilerSession::getResults();
CUcontext ctx0_, ctx1_;
};
void checkMetrics(
const std::vector<std::string>& metrics,
const std::string& metadataJson) {
for (const auto& m : metrics) {
EXPECT_NE(metadataJson.find(m), std::string::npos)
<< "Could not find metdata on metric " << m
<< "\n metadata json = '" << metadataJson << "'";
}
}
void saveTrace(ActivityTrace& /*trace*/) {
// TODO seems to be hitting a memory bug run with ASAN
#if 0
//#ifdef __linux__
char filename[] = "/tmp/libkineto_testXXXXXX.json";
mkstemps(filename, 5);
trace.save(filename);
// Check that the expected file was written and that it has some content
int fd = open(filename, O_RDONLY);
if (!fd) {
perror(filename);
}
EXPECT_TRUE(fd);
// Should expect at least 100 bytes
struct stat buf{};
fstat(fd, &buf);
EXPECT_GT(buf.st_size, 100);
#endif
}
TEST_F(CuptiRangeProfilerTest, BasicTest) {
EXPECT_NE(profiler_->name().size(), 0);
EXPECT_EQ(profiler_->availableActivities(), getActivityTypes());
std::set<ActivityType> incorrect_act_types{
ActivityType::CUDA_RUNTIME, ActivityType::CONCURRENT_KERNEL};
cfg_ = std::make_unique<Config>();
cfg_->setClientDefaults();
cfg_->setSelectedActivityTypes({});
EXPECT_EQ(
profiler_->configure(incorrect_act_types, *cfg_).get(), nullptr)
<< "Profiler config should fail for wrong activity type";
incorrect_act_types.insert(ActivityType::CUDA_PROFILER_RANGE);
cfg_ = std::make_unique<Config>();
cfg_->setClientDefaults();
cfg_->setSelectedActivityTypes(incorrect_act_types);
EXPECT_EQ(
profiler_->configure(incorrect_act_types, *cfg_).get(), nullptr)
<< "Profiler config should fail if the activity types is not exclusively"
<< " CUDA_PROFILER_RANGE";
}
TEST_F(CuptiRangeProfilerTest, UserRangeTest) {
std::vector<std::string> metrics{
"smsp__sass_thread_inst_executed_op_dadd_pred_on.sum",
"sm__inst_executed_pipe_tensor.sum",
};
setupConfig(metrics, false /*per_kernel*/);
auto session = profiler_->configure(getActivityTypes(), *cfg_);
ASSERT_NE(session, nullptr) << "CUPTI Profiler configuration failed";
session->start();
simulateWorkload();
session->stop();
setupResultsUserRange();
// Have the profiler process them
auto logger = std::make_unique<MemoryTraceLogger>(*cfg_);
session->processTrace(*logger);
// Just a wrapper to iterate events
ActivityTrace trace(std::move(logger), loggerFactory);
EXPECT_EQ(trace.activities()->size(), 2);
auto activities = *trace.activities();
// check if we have all counter values encoded
for (auto& actvity : activities) {
checkMetrics(metrics, actvity->metadataJson());
EXPECT_EQ(actvity->type(), ActivityType::CUDA_PROFILER_RANGE);
}
EXPECT_EQ(activities[0]->deviceId(), 0);
EXPECT_EQ(activities[1]->deviceId(), 1);
saveTrace(trace);
}
TEST_F(CuptiRangeProfilerTest, AutoRangeTest) {
std::vector<std::string> metrics{
"smsp__sass_thread_inst_executed_op_dadd_pred_on.sum",
"sm__inst_executed_pipe_tensor.sum",
};
int kernel_count = 0;
setupConfig(metrics, true /*per_kernel*/);
auto session = profiler_->configure(getActivityTypes(), *cfg_);
ASSERT_NE(session, nullptr) << "CUPTI Profiler configuration failed";
session->start();
kernel_count = simulateWorkload();
session->stop();
setupResultsAutoRange();
// Have the profiler process them
auto logger = std::make_unique<MemoryTraceLogger>(*cfg_);
session->processTrace(*logger);
// Just a wrapper to iterate events
ActivityTrace trace(std::move(logger), loggerFactory);
EXPECT_EQ(trace.activities()->size(), kernel_count);
auto activities = *trace.activities();
// check if we have all counter values encoded
for (auto& actvity : activities) {
checkMetrics(metrics, actvity->metadataJson());
EXPECT_EQ(actvity->type(), ActivityType::CUDA_PROFILER_RANGE);
}
// check if kernel names are captured
for (int i = 0; i < kCtx0Kernels.size(); i++) {
EXPECT_EQ(activities[i]->deviceId(), 0);
EXPECT_EQ(activities[i]->name(), kCtx0Kernels[i]);
}
const size_t offset = kCtx0Kernels.size();
for (int i = 0; i < kCtx1Kernels.size(); i++) {
EXPECT_EQ(activities[i + offset]->deviceId(), 1);
EXPECT_EQ(activities[i + offset]->name(), kCtx1Kernels[i]);
}
// check transfer of ownership
auto traceBuffer = session->getTraceBuffer();
ASSERT_NE(traceBuffer, nullptr);
EXPECT_EQ(traceBuffer->activities.size(), kernel_count);
EXPECT_NE(traceBuffer->span.startTime, 0);
EXPECT_NE(traceBuffer->span.endTime, 0);
EXPECT_GT(traceBuffer->span.endTime, traceBuffer->span.startTime);
saveTrace(trace);
}
int main(int argc, char **argv) {
::testing::InitGoogleTest(&argc, argv);
CuptiRangeProfilerConfig::registerFactory();
return RUN_ALL_TESTS();
}
#endif // HAS_CUPTI_RANGE_PROFILER
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