Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

关于yolact部署自己训练的模型 #92

Open
walker-ai opened this issue May 11, 2022 · 5 comments
Open

关于yolact部署自己训练的模型 #92

walker-ai opened this issue May 11, 2022 · 5 comments

Comments

@walker-ai
Copy link

walker-ai commented May 11, 2022 •
edited

我已经按照 nihui 的 知乎文章 成功将 onnx 转为 ncnn 的 param 和 bin，然后将其替换了 asset 下原始的 param 和 bin，并且修改了 yolact.cpp，box.java 和 YolactMask.java 里面的类别名，以及 nihui 文章中提到的自己的网络输出：

ex.extract("619", maskmaps);// 138x138 x 32
ex.extract("816", location);// 4 x 19248
ex.extract("818", mask);// maskdim 32 x 19248
ex.extract("820", confidence);// 81 x 19248

但这样导出的 apk 不知为何点进 yolact 就闪退，除了以上这些内容，还有哪些步骤是我忘记了吗？请作者大大指教！
@walker-ai
Copy link
Author

按照 nihui 大神的说明成功将 resnet50 训练自己的数据集得到的模型部署至 ncnn 安卓端，运行正常（虽然就是fps有点低，只有可怜的0.2几QAQ），后又按照同样的步骤将 backbone 更换为 EfficientNet，不知为何就无法运行了，一点进去就闪退。感觉应该是模型的问题，但不知道是哪里的问题，期待大佬的指教！这是我的模型文件 param，bin

android studio报错信息如下：

I/Hwaps: APS: EventAnalyzed: initAPS: version is 11.0.0.4
D/Hwaps: Fpsrequest create,type:EXACTLY_IDENTIFY
    Fpsrequest create,type:EXACTLY_IDENTIFY
    Fpsrequest create,type:OPENGL_SETTING
    FpsController create
D/Hwaps: APS: EventAnalyzed: reInitFpsPara :mBaseFps = 60; mMaxFps = 60
W/Settings: Setting device_provisioned has moved from android.provider.Settings.Secure to android.provider.Settings.Global.
V/HiTouch_HiTouchSensor: User setup is finished.
W/HwApsManager: HwApsManagerService, registerCallback, start !
D/Hwaps: APS: EventAnalyzed: registerCallbackInApsManagerService, mPkgName:com.wzt.yolov5; result = true
V/AudioManager: querySoundEffectsEnabled...
W/ActivityThread: handleWindowVisibility: no activity for token android.os.BinderProxy@6dc6b5d
V/ActivityThread: callActivityOnCreate
I/DecorView[]: pkgName:com.wzt.yolov5 old windowMode:0 new windoMode:1, isFixedSize:false
W/linker: Warning: "/data/app/com.wzt.yolov5-gC7uo3p7NhkEe0eu7DIzDA==/base.apk!/lib/arm64-v8a/libc++_shared.so" unused DT entry: unknown processor-specific (type 0x70000001 arg 0x0) (ignoring)
    Warning: "/data/app/com.wzt.yolov5-gC7uo3p7NhkEe0eu7DIzDA==/base.apk!/lib/arm64-v8a/libc++_shared.so" unused DT entry: unknown processor-specific (type 0x70000001 arg 0x0) (ignoring)
D/vulkan: searching for layers in '/data/app/com.wzt.yolov5-gC7uo3p7NhkEe0eu7DIzDA==/lib/arm64'
D/vulkan: searching for layers in '/data/app/com.wzt.yolov5-gC7uo3p7NhkEe0eu7DIzDA==/base.apk!/lib/arm64-v8a'
I/iGraphics: Platform: [kirin980] - [kirin980]
    [0030050c] PV 11
E/iGraphics: can not load local debug xml
D/vulkan: added global layer 'VK_LAYER_HUAWEI_iGraphics' from library '/system/lib64/libiGraphicsCore.huawei.so'
W/com.wzt.yolov5: type=1400 audit(0.0:4994754): avc: denied { map } for pid=19147 path="/dev/__properties__/u:object_r:huawei_perf_persist_public_read_prop:s0" dev="tmpfs" ino=16518 scontext=u:r:untrusted_app:s0:c150,c257,c512,c768 tcontext=u:object_r:huawei_perf_persist_public_read_prop:s0 tclass=file permissive=0
I/vulkan: Loaded layer VK_LAYER_HUAWEI_iGraphics
E/iGraphics: pfnCreateDebugReportCallback is nullptr
I/iGraphics: layers 0 VK_LAYER_HUAWEI_iGraphics
    extensions 0 VK_KHR_external_memory_capabilities
    extensions 1 VK_KHR_get_physical_device_properties2
    extensions 2 VK_KHR_get_surface_capabilities2
    extensions 3 VK_KHR_surface
W/ncnn: [0 Mali-G76]  queueC=0[2]  queueG=0[2]  queueT=0[2]
    [0 Mali-G76]  bugsbn1=0  bugbilz=0  bugcopc=0  bugihfa=0
    [0 Mali-G76]  fp16-p/s/a=1/1/1  int8-p/s/a=1/1/1
    [0 Mali-G76]  subgroup=8  basic=1  vote=0  ballot=0  shuffle=0
D/ActivityThread: add activity client record, r= ActivityRecord{61b3d1d token=android.os.BinderProxy@6dc6b5d {com.wzt.yolov5/com.wzt.yolov5.MainActivity}} token= android.os.BinderProxy@6dc6b5d
D/MouseWheelSynthesizer: mMoveStepInDp: 64, mMoveStepInPixel: 192, mUpTimeDelayed: 100
D/ViewRootImpl: ViewRootImpl mIsInProductivePCDisplay: false
D/InputEventReceiver: dispatchInputInterval 1000000
I/Choreographer: Skipped 35 frames!  The application may be doing too much work on its main thread.
D/HiTouch_PressGestureDetector: onAttached, package=com.wzt.yolov5, windowType=1, mIsHiTouchRestricted=false
D/mali_winsys: EGLint new_window_surface(egl_winsys_display *, void *, EGLSurface, EGLConfig, egl_winsys_surface **, EGLBoolean) returns 0x3000
I/HwViewRootImpl: removeInvalidNode all the node in jank list is out of time
D/DecorView: showOrHideHighlightView: hasFocus=false; winMode=1; isMrgNull=true
D/OpenGLRenderer: disableOutlineDraw is true
I/Camera2CameraInfo: Device Level: INFO_SUPPORTED_HARDWARE_LEVEL_LIMITED
D/Camera: Use cases [ImageAnalysis:androidx.camera.core.ImageAnalysis-4131991d-3026-4a80-81e7-360e4f793ea3, Preview:androidx.camera.core.Preview-b9f348d0-1150-4b69-a6a8-49c9464c9ecd] ONLINE for camera 0
D/UseCaseAttachState: Active and online use case: [] for camera: 0
D/Camera: Resetting Capture Session
D/Camera: Opening camera: 0
D/UseCaseAttachState: All use case: [androidx.camera.core.ImageAnalysis-4131991d-3026-4a80-81e7-360e4f793ea3, androidx.camera.core.Preview-b9f348d0-1150-4b69-a6a8-49c9464c9ecd] for camera: 0
I/CameraManager: open camera: 0, package name: com.wzt.yolov5
D/DecorView: showOrHideHighlightView: hasFocus=true; winMode=1; isMrgNull=true
W/InputMethodManager: startInputReason = 1
W/HwRemoteInputMethodManager: isCasting false because IHwDistributedWindowManager is invalid.
D/Camera: Use case ImageAnalysis:androidx.camera.core.ImageAnalysis-4131991d-3026-4a80-81e7-360e4f793ea3 ACTIVE for camera 0
D/UseCaseAttachState: Active and online use case: [androidx.camera.core.ImageAnalysis-4131991d-3026-4a80-81e7-360e4f793ea3] for camera: 0
D/Camera: Use case Preview:androidx.camera.core.Preview-b9f348d0-1150-4b69-a6a8-49c9464c9ecd ACTIVE for camera 0
D/UseCaseAttachState: Active and online use case: [androidx.camera.core.ImageAnalysis-4131991d-3026-4a80-81e7-360e4f793ea3, androidx.camera.core.Preview-b9f348d0-1150-4b69-a6a8-49c9464c9ecd] for camera: 0
D/Camera: CameraDevice.onOpened(): 0
D/UseCaseAttachState: All use case: [androidx.camera.core.ImageAnalysis-4131991d-3026-4a80-81e7-360e4f793ea3, androidx.camera.core.Preview-b9f348d0-1150-4b69-a6a8-49c9464c9ecd] for camera: 0
D/CaptureSession: Opening capture session.
D/CaptureSession: Attempting to send capture request onConfigured
    Issuing request for session.
D/CaptureSession: CameraCaptureSession.onConfigured() mState=OPENED
D/CaptureSession: CameraCaptureSession.onReady()
W/Gralloc3: allocator 3.x is not supported
W/libEGL: EGLNativeWindowType 0x7838a42950 disconnect failed
D/skia: onFlyCompress
D/HwGalleryCacheManagerImpl: mIsEffect:false
A/libc: Fatal signal 11 (SIGSEGV), code 1 (SEGV_MAPERR), fault addr 0x7794200000 in tid 19342 (pool-2-thread-1), pid 19147 (com.wzt.yolov5)
D/ActivityThread: Won't deliver top position change in state=5

这是我模型输出的修改：

// EfficientNet
ex.input("x.1", in);
ex.extract("5322", maskmaps);
ex.extract("5519", location);
ex.extract("5521", mask);
ex.extract("5523", confidence);

@cmdbug 请大神帮忙看看，感激不尽！

@cmdbug
Copy link
Owner

cmdbug commented May 14, 2022

直接调试一下啊，看是哪一句出问题，如果是调用ncnn的语句出问题可以自己用ncnn源码调试或去ncnn提issues。

@walker-ai
Copy link
Author

直接调试一下啊，看是哪一句出问题，如果是调用ncnn的语句出问题可以自己用ncnn源码调试或去ncnn提issues。

已经在 ncnn 下提了 issue，感谢作者回复！

@walker-ai
Copy link
Author

walker-ai commented May 15, 2022 •
edited

经调试，打开gpu模式，崩溃堆栈如下：

2022-05-15 11:07:49.244 10301-10429/com.wzt.yolov5 A/libc: Fatal signal 11 (SIGSEGV), code 1 (SEGV_MAPERR), fault addr 0x0 in tid 10429 (pool-2-thread-1), pid 10301 (com.wzt.yolov5)
2022-05-15 11:07:49.342 10436-10436/? A/DEBUG: *** *** *** *** *** *** *** *** *** *** *** *** *** *** *** ***
2022-05-15 11:07:49.343 10436-10436/? A/DEBUG: Build fingerprint: 'google/sdk_gphone_x86/generic_x86_arm:11/RSR1.201013.001/6903271:user/release-keys'
2022-05-15 11:07:49.343 10436-10436/? A/DEBUG: Revision: '0'
2022-05-15 11:07:49.343 10436-10436/? A/DEBUG: ABI: 'x86'
2022-05-15 11:07:49.343 10436-10436/? A/DEBUG: Timestamp: 2022-05-15 03:07:49+0000
2022-05-15 11:07:49.343 10436-10436/? A/DEBUG: pid: 10301, tid: 10429, name: pool-2-thread-1  >>> com.wzt.yolov5 <<<
2022-05-15 11:07:49.343 10436-10436/? A/DEBUG: uid: 10154
2022-05-15 11:07:49.343 10436-10436/? A/DEBUG: signal 11 (SIGSEGV), code 1 (SEGV_MAPERR), fault addr 0x0
2022-05-15 11:07:49.351 10436-10436/? A/DEBUG: Cause: null pointer dereference
2022-05-15 11:07:49.351 10436-10436/? A/DEBUG:     eax 3bed7304  ebx e3a0a6f4  ecx 00000000  edx 00000002
2022-05-15 11:07:49.351 10436-10436/? A/DEBUG:     edi bf887dc0  esi 00000080
2022-05-15 11:07:49.351 10436-10436/? A/DEBUG:     ebp bf887b58  esp bf887b20  eip e389e90b
2022-05-15 11:07:49.412 10436-10436/? A/DEBUG: backtrace:
2022-05-15 11:07:49.412 10436-10436/? A/DEBUG:       #00 pc 000de90b  /system/lib/libndk_translation.so (ndk_translation::InsnInterpreter::FaultyStore(ndk_translation::DecoderReg, ndk_translation::DecoderReg)+395) (BuildId: 8b541b3f3d4c61fe9dcd94080c7032f4)
2022-05-15 11:07:49.412 10436-10436/? A/DEBUG:       #01 pc 000e2216  /system/lib/libndk_translation.so (ndk_translation::(anonymous namespace)::ArmInterpreter::GenFaultyStore(int, int)+54) (BuildId: 8b541b3f3d4c61fe9dcd94080c7032f4)
2022-05-15 11:07:49.413 10436-10436/? A/DEBUG:       #02 pc 000f6ec8  /system/lib/libndk_translation.so (ndk_translation::SemanticsDecoder::STR_immediate(ndk_translation::STR_immediate_Args const&)+744) (BuildId: 8b541b3f3d4c61fe9dcd94080c7032f4)
2022-05-15 11:07:49.413 10436-10436/? A/DEBUG:       #03 pc 0012d55b  /system/lib/libndk_translation.so (ndk_translation::ArmDecoder::TranslateThumbInsn(unsigned short const*)+5995) (BuildId: 8b541b3f3d4c61fe9dcd94080c7032f4)
2022-05-15 11:07:49.413 10436-10436/? A/DEBUG:       #04 pc 000e1b50  /system/lib/libndk_translation.so (ndk_translation::(anonymous namespace)::DecodeInsn(unsigned int, ndk_translation::(anonymous namespace)::ArmInterpreter*, ndk_translation::ProcessState*, ndk_translation::ArmDecoder*)+128) (BuildId: 8b541b3f3d4c61fe9dcd94080c7032f4)
2022-05-15 11:07:49.413 10436-10436/? A/DEBUG:       #05 pc 000e1d84  /system/lib/libndk_translation.so (ndk_translation::InterpretTrace(ndk_translation::ProcessState*)+340) (BuildId: 8b541b3f3d4c61fe9dcd94080c7032f4)
2022-05-15 11:07:49.413 10436-10436/? A/DEBUG:       #06 pc 000d1e92  /system/lib/libndk_translation.so (ndk_translation_HandleNotTranslated+194) (BuildId: 8b541b3f3d4c61fe9dcd94080c7032f4)
2022-05-15 11:07:49.413 10436-10436/? A/DEBUG:       #07 pc 000d021a  /system/lib/libndk_translation.so (ndk_translation::ExecuteGuest(ndk_translation::ProcessState*, unsigned int)+266) (BuildId: 8b541b3f3d4c61fe9dcd94080c7032f4)
2022-05-15 11:07:49.413 10436-10436/? A/DEBUG:       #08 pc 000d04ad  /system/lib/libndk_translation.so (ndk_translation::(anonymous namespace)::RunGuestCall(unsigned int, int, int, unsigned int*)+285) (BuildId: 8b541b3f3d4c61fe9dcd94080c7032f4)
2022-05-15 11:07:49.413 10436-10436/? A/DEBUG:       #09 pc 000d060a  /system/lib/libndk_translation.so (ndk_translation::RunGuestCall(unsigned int, ndk_translation::GuestArgumentBuffer*)+42) (BuildId: 8b541b3f3d4c61fe9dcd94080c7032f4)
2022-05-15 11:07:49.413 10436-10436/? A/DEBUG:       #10 pc 000d33da  /system/lib/libndk_translation.so (ndk_translation::(anonymous namespace)::RunGuestJNIFunction(unsigned int, ndk_translation::GuestArgumentBuffer*)+74) (BuildId: 8b541b3f3d4c61fe9dcd94080c7032f4)
2022-05-15 11:07:49.413 10436-10436/? A/DEBUG:       #11 pc 003673ff  <anonymous:c359c000>

打开cpu模式后，崩溃堆栈如下：

2022-05-15 11:15:30.683 10553-10641/com.wzt.yolov5 A/libc: Fatal signal 11 (SIGSEGV), code 2 (SEGV_ACCERR), fault addr 0x9dccb000 in tid 10641 (pool-2-thread-1), pid 10553 (com.wzt.yolov5)
2022-05-15 11:15:30.852 10647-10647/? A/DEBUG: *** *** *** *** *** *** *** *** *** *** *** *** *** *** *** ***
2022-05-15 11:15:30.852 10647-10647/? A/DEBUG: Build fingerprint: 'google/sdk_gphone_x86/generic_x86_arm:11/RSR1.201013.001/6903271:user/release-keys'
2022-05-15 11:15:30.853 10647-10647/? A/DEBUG: Revision: '0'
2022-05-15 11:15:30.853 10647-10647/? A/DEBUG: ABI: 'x86'
2022-05-15 11:15:30.862 10647-10647/? A/DEBUG: Timestamp: 2022-05-15 03:15:30+0000
2022-05-15 11:15:30.862 10647-10647/? A/DEBUG: pid: 10553, tid: 10641, name: pool-2-thread-1  >>> com.wzt.yolov5 <<<
2022-05-15 11:15:30.862 10647-10647/? A/DEBUG: uid: 10154
2022-05-15 11:15:30.862 10647-10647/? A/DEBUG: signal 11 (SIGSEGV), code 2 (SEGV_ACCERR), fault addr 0x9dccb000
2022-05-15 11:15:30.862 10647-10647/? A/DEBUG:     eax bea93099  ebx 9c67c4b0  ecx 9dccaff8  edx ffffe0a8
2022-05-15 11:15:30.862 10647-10647/? A/DEBUG:     edi 9dccb000  esi 1fff7657
2022-05-15 11:15:30.862 10647-10647/? A/DEBUG:     ebp e1a82030  esp b8df2000  eip c36b40db
2022-05-15 11:15:30.934 10647-10647/? A/DEBUG: backtrace:
2022-05-15 11:15:30.934 10647-10647/? A/DEBUG:       #00 pc 001180db  <anonymous:c359c000>

@cmdbug 能否帮忙看看是什么原因呢，折磨了好几天了 QAQ

@cmdbug
Copy link
Owner

cmdbug commented May 15, 2022

调试打断点，看是哪一句出问题。

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
2 participants
@cmdbug @walker-ai