[Mobile]

[hubin858130]

Describe the issue

The inswapper_128. onnx model of Insightface can be successfully run on MacOS using the Python library, and also on Mac OS using onnxruntime c++1.17.0 version. But on Android 11 and Android 13, multiple phones have failed to run, and an error was reported when creating a new session. The specific error is:
Fatal signal 11 (SIGSEGV), code 2 (SEGV_ACCERR), fault addr 0x742e534b7c in tid 15185 (Thread-2), pid 15155 (tern.inswapdemo)
Cmdline: com.lantern.inswapdemo
pid: 15155, tid: 15185, name: Thread-2 >>> com.lantern.inswapdemo <<<
#9 pc 0000000000ca8418 /data/app/~~9ObP6OPYprJdNxgoP2LQnQ==/com.lantern.inswapdemo-AUa6PQFIG3ek8Kd8v4B_YQ==/base.apk!libonnxruntime.so (BuildId: d6de1672c0b55de5c0fcb82f99789ac38faa2823)
#10 pc 0000000000c9c3cc /data/app/~~9ObP6OPYprJdNxgoP2LQnQ==/com.lantern.inswapdemo-AUa6PQFIG3ek8Kd8v4B_YQ==/base.apk!libonnxruntime.so (BuildId: d6de1672c0b55de5c0fcb82f99789ac38faa2823)
#11 pc 0000000000c9bb10 /data/app/~~9ObP6OPYprJdNxgoP2LQnQ==/com.lantern.inswapdemo-AUa6PQFIG3ek8Kd8v4B_YQ==/base.apk!libonnxruntime.so (BuildId: d6de1672c0b55de5c0fcb82f99789ac38faa2823)
#12 pc 0000000000449c98 /data/app/~~9ObP6OPYprJdNxgoP2LQnQ==/com.lantern.inswapdemo-AUa6PQFIG3ek8Kd8v4B_YQ==/base.apk!libonnxruntime.so (BuildId: d6de1672c0b55de5c0fcb82f99789ac38faa2823)
#13 pc 00000000004480ac /data/app/~~9ObP6OPYprJdNxgoP2LQnQ==/com.lantern.inswapdemo-AUa6PQFIG3ek8Kd8v4B_YQ==/base.apk!libonnxruntime.so (BuildId: d6de1672c0b55de5c0fcb82f99789ac38faa2823)
#14 pc 000000000044a800 /data/app/~~9ObP6OPYprJdNxgoP2LQnQ==/com.lantern.inswapdemo-AUa6PQFIG3ek8Kd8v4B_YQ==/base.apk!libonnxruntime.so (BuildId: d6de1672c0b55de5c0fcb82f99789ac38faa2823)
#15 pc 000000000042dd90 /data/app/~~9ObP6OPYprJdNxgoP2LQnQ==/com.lantern.inswapdemo-AUa6PQFIG3ek8Kd8v4B_YQ==/base.apk!libonnxruntime.so (BuildId: d6de1672c0b55de5c0fcb82f99789ac38faa2823)
#16 pc 000000000042d9c0 /data/app/~~9ObP6OPYprJdNxgoP2LQnQ==/com.lantern.inswapdemo-AUa6PQFIG3ek8Kd8v4B_YQ==/base.apk!libonnxruntime.so (BuildId: d6de1672c0b55de5c0fcb82f99789ac38faa2823)
#17 pc 00000000001a7810 /data/app/~~9ObP6OPYprJdNxgoP2LQnQ==/com.lantern.inswapdemo-AUa6PQFIG3ek8Kd8v4B_YQ==/base.apk!libinswapface.so (Ort::Session::Session(Ort::Env const&, char const*, Ort::SessionOptions const&)+100) (BuildId: 2487feab461a4bbf467d05ce0f982f844831a613)

I encountered the same error when converting the model to FP16 using float16. The onnxruntime versions for Android are 1.16.3, 1.17.0, and 1.17.1, and they all crash.

Additionally, I found that using onnxruntime-android-1.17.0.aar can load the onnx model. But when i unzip the aar file , load library onnxruntime.so and write Jni myself, it always crashes.

To reproduce

code:
const char* modelpath = "/sdcard/inswapper_128.onnx";
Env env = Env(ORT_LOGGING_LEVEL_INFO, "inswp");
Ort::Session *ort_session = nullptr;
SessionOptions sessionOptions = SessionOptions();
sessionOptions.SetGraphOptimizationLevel(ORT_ENABLE_ALL);
ort_session = new Session(env, modelpath, sessionOptions);

model:
https://huggingface.co/ezioruan/inswapper_128.onnx/blob/main/inswapper_128.onnx

android onnxruntime:
https://mvnrepository.com/artifact/com.microsoft.onnxruntime/onnxruntime-android

Urgency

No response

Platform

Android

OS Version

11、12、13

ONNX Runtime Installation

Released Package

Compiler Version (if 'Built from Source')

No response

Package Name (if 'Released Package')

onnxruntime-android

ONNX Runtime Version or Commit ID

1.16.3、1.17.0、1.17/1

ONNX Runtime API

C++/C

Architecture

X64

Execution Provider

Other / Unknown

Execution Provider Library Version

No response

[hubin858130]

Sorry,I have discovered a definition that may cause stack overflow, in the .h file,I defined float[512][512]，when i removed this 2 dims array,onnxruntime could load the onnx file.
Ok,I will close this issuse!