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android TensorFlow-Lite yolo11-obb run error #629

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pkgoogle opened this issue Jan 27, 2025 · 1 comment
Closed

android TensorFlow-Lite yolo11-obb run error #629

pkgoogle opened this issue Jan 27, 2025 · 1 comment
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Original Issue: tensorflow/tensorflow#78396
Original Author: @sungerk

System information

  • OS Platform and Distribution (e.g., Android 14):
    implementation("com.google.ai.edge.litert:litert-support:1.0.1")
    implementation("com.google.ai.edge.litert:litert-gpu:1.0.1")
    implementation("com.google.ai.edge.litert:litert-gpu-api:1.0.1")
    implementation("com.google.ai.edge.litert:litert-metadata:1.0.1")

[
best_int8.tflite.zip
](url)
YOLO8n-obb.pt can run normally when converted to tflite model, but YOLO11n-obb.pt reports an error when converted to tflite model

source code

 public void init(Context context, String modelPath, List<String> labels) {
        this.labels = labels;
        CompatibilityList compatList = new CompatibilityList();
        Interpreter.Options options = new Interpreter.Options();
        options.setUseNNAPI(true);
        if (compatList.isDelegateSupportedOnThisDevice()) {
            GpuDelegate delegate = new GpuDelegate(compatList.getBestOptionsForThisDevice());
            options.addDelegate(delegate);
        } else {
            options.setNumThreads(4);
        }
        try {
            MappedByteBuffer mappedByteBuffer = FileUtil.loadMappedFile(context, modelPath);
            this.interpreter = new Interpreter(mappedByteBuffer, options);
            initializeTensorShapes();
        } catch (Exception e) {
            Log.e("DetectorObb", "Error initializing TensorFlow Lite interpreter", e);
            throw new RuntimeException(e);
        }
    }


If not calling 
GpuDelegate delegate=new GpuDelegate (compactList. getBestOptionsForThisDevice());
options.addDelegate(delegate); 

This code will not generate any errors



2024-10-20 16:00:34.037 13564-18621 libc                    com.example.opencv                   I  handling signal: 11
2024-10-20 16:00:34.037 13564-18621 libc                    com.example.opencv                   A  Fatal signal 11 (SIGSEGV), code 1 (SEGV_MAPERR), fault addr 0x18 in tid 18621 (pool-2-thread-1), pid 13564 (.example.opencv)
2024-10-20 16:00:34.037 13564-18621 libc                    com.example.opencv                   I  debuggerd_dispatch_pseudothread start. crashing tid: 18621
2024-10-20 16:00:34.048 13564-18621 libc                    com.example.opencv                   I  crash_dump pid: 18733
2024-10-20 16:00:34.377 18734-18734 DEBUG                   pid-18734                            A  Cmdline: com.example.opencv
2024-10-20 16:00:34.377 18734-18734 DEBUG                   pid-18734                            A  pid: 13564, tid: 18621, name: pool-2-thread-1  >>> com.example.opencv <<<
2024-10-20 16:00:34.377 18734-18734 DEBUG                   pid-18734                            A        #17 pc 00000000001650ac  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_gpu_jni.so (offset 0x56c000) (BuildId: 85ee85b3b999e40f77f5ec31b04e320c)
2024-10-20 16:00:34.377 18734-18734 DEBUG                   pid-18734                            A        #18 pc 0000000000164fe0  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_gpu_jni.so (offset 0x56c000) (BuildId: 85ee85b3b999e40f77f5ec31b04e320c)
2024-10-20 16:00:34.377 18734-18734 DEBUG                   pid-18734                            A        #19 pc 00000000001607e8  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_gpu_jni.so (offset 0x56c000) (BuildId: 85ee85b3b999e40f77f5ec31b04e320c)
2024-10-20 16:00:34.377 18734-18734 DEBUG                   pid-18734                            A        #20 pc 000000000010f80c  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_gpu_jni.so (offset 0x56c000) (BuildId: 85ee85b3b999e40f77f5ec31b04e320c)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #21 pc 0000000000105fe4  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_gpu_jni.so (offset 0x56c000) (BuildId: 85ee85b3b999e40f77f5ec31b04e320c)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #22 pc 0000000000105a4c  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_gpu_jni.so (offset 0x56c000) (BuildId: 85ee85b3b999e40f77f5ec31b04e320c)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #23 pc 00000000001057d8  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_gpu_jni.so (offset 0x56c000) (BuildId: 85ee85b3b999e40f77f5ec31b04e320c)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #24 pc 00000000000ffdf4  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_gpu_jni.so (offset 0x56c000) (BuildId: 85ee85b3b999e40f77f5ec31b04e320c)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #25 pc 00000000000b6cd4  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_gpu_jni.so (offset 0x56c000) (BuildId: 85ee85b3b999e40f77f5ec31b04e320c)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #26 pc 00000000000b6748  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_gpu_jni.so (offset 0x56c000) (BuildId: 85ee85b3b999e40f77f5ec31b04e320c)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #27 pc 00000000000b7748  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_gpu_jni.so (offset 0x56c000) (BuildId: 85ee85b3b999e40f77f5ec31b04e320c)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #28 pc 0000000000320f64  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_jni.so (offset 0x75c000) (BuildId: 850a925e891f910bae3c83095332764b)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #29 pc 0000000000320908  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_jni.so (offset 0x75c000) (BuildId: 850a925e891f910bae3c83095332764b)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #30 pc 0000000000320524  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_jni.so (offset 0x75c000) (BuildId: 850a925e891f910bae3c83095332764b)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #31 pc 00000000000b3174  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_gpu_jni.so (offset 0x56c000) (BuildId: 85ee85b3b999e40f77f5ec31b04e320c)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #32 pc 0000000000325400  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_jni.so (offset 0x75c000) (BuildId: 850a925e891f910bae3c83095332764b)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #33 pc 00000000003259a4  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_jni.so (offset 0x75c000) (BuildId: 850a925e891f910bae3c83095332764b)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #34 pc 00000000003189e0  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_jni.so (offset 0x75c000) (BuildId: 850a925e891f910bae3c83095332764b)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #35 pc 000000000031bcac  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_jni.so (offset 0x75c000) (BuildId: 850a925e891f910bae3c83095332764b)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #36 pc 000000000031c1c8  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_jni.so (offset 0x75c000) (BuildId: 850a925e891f910bae3c83095332764b)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #37 pc 0000000000084f80  /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!libtensorflowlite_jni.so (offset 0x75c000) (Java_org_tensorflow_lite_NativeInterpreterWrapper_createInterpreter+692) (BuildId: 850a925e891f910bae3c83095332764b)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #44 pc 000000000009c134  [anon:dalvik-classes6.dex extracted in memory from /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!classes6.dex] (org.tensorflow.lite.NativeInterpreterWrapper.init+0)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #50 pc 000000000009be34  [anon:dalvik-classes6.dex extracted in memory from /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!classes6.dex] (org.tensorflow.lite.NativeInterpreterWrapper.<init>+0)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #56 pc 000000000009b7ec  [anon:dalvik-classes6.dex extracted in memory from /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!classes6.dex] (org.tensorflow.lite.NativeInterpreterWrapperExperimental.<init>+0)
2024-10-20 16:00:34.378 18734-18734 DEBUG                   pid-18734                            A        #62 pc 000000000009b618  [anon:dalvik-classes6.dex extracted in memory from /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!classes6.dex] (org.tensorflow.lite.Interpreter.<init>+0)
2024-10-20 16:00:34.379 18734-18734 DEBUG                   pid-18734                            A        #68 pc 000000000000152c  /data/data/com.example.opencv/code_cache/.overlay/base.apk/classes2.dex (com.example.tflite.DetectorObb.init+0)
2024-10-20 16:00:34.379 18734-18734 DEBUG                   pid-18734                            A        #74 pc 00000000000019cc  [anon:dalvik-classes4.dex extracted in memory from /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!classes4.dex] (com.example.opencv.CameraTestActivity.lambda$onCreate$0$com-example-opencv-CameraTestActivity+0)
2024-10-20 16:00:34.379 18734-18734 DEBUG                   pid-18734                            A        #80 pc 00000000000014c0  [anon:dalvik-classes4.dex extracted in memory from /data/app/~~0cf_c_6kX4_zxIPTT_wnqQ==/com.example.opencv-kkHJ40uyAxIPy0dkRtusBQ==/base.apk!classes4.dex] (com.example.opencv.CameraTestActivity$$ExternalSyntheticLambda3.run+0)
@pkgoogle pkgoogle self-assigned this Jan 27, 2025
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Currently this looks like a duplicate of: #555, will reopen if investigation reveals otherwise.

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