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Add a few benchmarks #512

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merged 2 commits into from
Feb 22, 2019
Merged

Add a few benchmarks #512

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4f8b61e
Add a few benchmarks
snnn Feb 22, 2019
3b12aec
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snnn Feb 22, 2019
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23 changes: 15 additions & 8 deletions onnxruntime/test/onnx/microbenchmark/main.cc
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Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,7 @@
#include <core/graph/model.h>
#include <core/graph/graph.h>
#include <core/framework/kernel_def_builder.h>
#include <core/session/onnxruntime_c_api.h>
#include <unordered_map>

using namespace onnxruntime;
Expand Down Expand Up @@ -48,18 +49,24 @@ static void BM_ResolveGraph(benchmark::State& state) {
}

BENCHMARK(BM_ResolveGraph);
#define ORT_ABORT_ON_ERROR(expr) \
do { \
OrtStatus* onnx_status = (expr); \
if (onnx_status != NULL) { \
const char* msg = OrtGetErrorMessage(onnx_status); \
fprintf(stderr, "%s\n", msg); \
OrtReleaseStatus(onnx_status); \
abort(); \
} \
} while (0);

OrtEnv* env = nullptr;

int main(int argc, char** argv) {
::benchmark::Initialize(&argc, argv);
if (::benchmark::ReportUnrecognizedArguments(argc, argv)) return -1;
std::string default_logger_id{"Default"};
logging::LoggingManager default_logging_manager{std::unique_ptr<logging::ISink>{new logging::CLogSink{}},
logging::Severity::kWARNING, false,
logging::LoggingManager::InstanceType::Default,
&default_logger_id};

std::unique_ptr<Environment> env;
auto status = Environment::Create(env);
ORT_ABORT_ON_ERROR(OrtCreateEnv(ORT_LOGGING_LEVEL_WARNING, "test", &env));
::benchmark::RunSpecifiedBenchmarks();
OrtReleaseEnv(env);
return 0;
}
44 changes: 44 additions & 0 deletions onnxruntime/test/onnx/microbenchmark/modeltest.cc
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,8 @@

#include <benchmark/benchmark.h>
#include <core/graph/model.h>
#include <core/session/onnxruntime_c_api.h>
#include "providers.h"

static void BM_LoadModel(benchmark::State& state) {
for (auto _ : state) {
Expand All @@ -16,3 +18,45 @@ static void BM_LoadModel(benchmark::State& state) {
}

BENCHMARK(BM_LoadModel);

extern OrtEnv* env;

#define ORT_BREAK_ON_ERROR(expr) \
do { \
OrtStatus* onnx_status = (expr); \
if (onnx_status != NULL) { \
state.SkipWithError(OrtGetErrorMessage(onnx_status)); \
OrtReleaseStatus(onnx_status); \
} \
} while (0);

#ifdef USE_CUDA
static void BM_CreateSession_WithGPU(benchmark::State& state) {
const char* model_path = "../models/opset8/test_bvlc_alexnet/model.onnx";
OrtSessionOptions* session_option = OrtCreateSessionOptions();
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Do session_options requires releasing?

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Hi @jignparm , I fixed it, could you please review it again?

ORT_BREAK_ON_ERROR(OrtSessionOptionsAppendExecutionProvider_CUDA(session_option, 0));
for (auto _ : state) {
OrtSession* session;
ORT_BREAK_ON_ERROR(OrtCreateSession(env, model_path, session_option, &session));
state.PauseTiming();
OrtReleaseSession(session);
state.ResumeTiming();
}
OrtReleaseSessionOptions(session_option);
}
BENCHMARK(BM_CreateSession_WithGPU);
#endif

static void BM_CreateSession(benchmark::State& state) {
const char* model_path = "../models/opset8/test_bvlc_alexnet/model.onnx";
OrtSessionOptions* session_option = OrtCreateSessionOptions();
for (auto _ : state) {
OrtSession* session;
ORT_BREAK_ON_ERROR(OrtCreateSession(env, model_path, session_option, &session));
state.PauseTiming();
OrtReleaseSession(session);
state.ResumeTiming();
}
OrtReleaseSessionOptions(session_option);
}
BENCHMARK(BM_CreateSession);