No OpKernel was registered to support Op 'Switch' with these attributes while using SSD_mobilenet models in Android tensorflow-demo

[genminm]

I am trying to use SSD_mobilenet model in the Android tensor flow demo to do object detection and tracking

I already followed the instructions here to transform the graph:#1609

but I get the following error: "No OpKernel was registered to support Op 'Switch' with these attrs. "

org.tensorflow.demo E/AndroidRuntime: FATAL EXCEPTION: inference
Process: org.tensorflow.demo, PID: 31398
java.lang.IllegalArgumentException: No OpKernel was registered to support Op 'Switch' with these attrs. Registered devices: [CPU], Registered kernels:
device='GPU'; T in [DT_STRING]
device='GPU'; T in [DT_BOOL]
device='GPU'; T in [DT_INT32]
device='GPU'; T in [DT_FLOAT]
device='CPU'; T in [DT_FLOAT]
device='CPU'; T in [DT_INT32]

                                                                 	 [[Node: Postprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/cond/Switch = Switch[T=DT_BOOL](Postprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/Greater, Postprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/Greater)]]

[qhutch]

hi @genminm
I have exactly the same issue with ssd_mobilenet on android, did you manage to find a solution for that ?

[genminm]

I followed the instructions here:

https://stackoverflow.com/a/43627334

change all occurrences of the following in tensorflow/core/framework/register_types.h
#define TF_CALL_bool(m)
to
#define TF_CALL_bool(m) m(bool)

[cheeselover1]

I have exactly the same issue with facenet on android, did you manage to find a solution for that ?

[lucasjinreal]

@genminm There is no TF_CALL_bool(m) in tensorflow/core/framework/register_types.h at all...

[hashimshafiq]

The above solution is not working at all.

[mpeniak]

I got the same issue...it was working fine last week...now I checkout a fresh copy on a different machine and tried doing exactly the same thing as before. The app now compiles after I added:

repositories {
    jcenter()
    maven {
        url 'https://google.bintray.com/tensorflow'
    }
}

To build.gradle.... but the app crashes upon start with the following dump:

Any got a solution???

10-13 10:19:44.727 20504-20504/? I/zygote: Late-enabling -Xcheck:jni
10-13 10:19:44.888 20504-20504/org.tensorflow.demo I/InstantRun: starting instant run server: is main process
10-13 10:19:44.929 20504-20504/org.tensorflow.demo D/tensorflow: CameraActivity: onCreate org.tensorflow.demo.DetectorActivity@d97a4c5
10-13 10:19:44.949 20504-20504/org.tensorflow.demo I/CameraManagerGlobal: Connecting to camera service
10-13 10:19:44.977 20504-20504/org.tensorflow.demo I/tensorflow: CameraActivity: Camera API lv2?: true
10-13 10:19:45.012 20504-20504/org.tensorflow.demo D/tensorflow: CameraActivity: onStart org.tensorflow.demo.DetectorActivity@d97a4c5
10-13 10:19:45.014 20504-20504/org.tensorflow.demo D/tensorflow: CameraActivity: onResume org.tensorflow.demo.DetectorActivity@d97a4c5
10-13 10:19:45.025 20504-20539/org.tensorflow.demo D/OpenGLRenderer: HWUI GL Pipeline
10-13 10:19:45.053 20504-20539/org.tensorflow.demo I/Adreno: QUALCOMM build : 7142022, Ib5823dd10c
Build Date : 06/23/17
OpenGL ES Shader Compiler Version: EV031.18.00.00
Local Branch : O11A
Remote Branch :
Remote Branch :
Reconstruct Branch :
10-13 10:19:45.059 20504-20539/org.tensorflow.demo I/Adreno: PFP: 0x005ff087, ME: 0x005ff063
10-13 10:19:45.061 20504-20539/org.tensorflow.demo I/OpenGLRenderer: Initialized EGL, version 1.4
10-13 10:19:45.061 20504-20539/org.tensorflow.demo D/OpenGLRenderer: Swap behavior 2
10-13 10:19:45.084 20504-20504/org.tensorflow.demo I/tensorflow: CameraConnectionFragment: Desired size: 640x480, min size: 480x480
10-13 10:19:45.085 20504-20504/org.tensorflow.demo I/tensorflow: CameraConnectionFragment: Valid preview sizes: [4048x3036, 4000x3000, 3840x2160, 3264x2448, 3200x2400, 2976x2976, 2592x1944, 2688x1512, 2048x1536, 1920x1080, 1600x1200, 1440x1080, 1280x960, 1280x768, 1280x720, 1024x768, 800x600, 800x480, 720x480, 640x480, 480x640]
10-13 10:19:45.086 20504-20504/org.tensorflow.demo I/tensorflow: CameraConnectionFragment: Rejected preview sizes: [640x360, 480x360, 480x320, 352x288, 320x240, 240x320, 176x144, 160x120, 144x176]
10-13 10:19:45.086 20504-20504/org.tensorflow.demo I/tensorflow: CameraConnectionFragment: Exact size match found.
10-13 10:19:45.094 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: ???
10-13 10:19:45.094 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: person
10-13 10:19:45.094 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: bicycle
10-13 10:19:45.094 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: car
10-13 10:19:45.094 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: motorcycle
10-13 10:19:45.094 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: airplane
10-13 10:19:45.094 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: bus
10-13 10:19:45.094 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: train
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: truck
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: boat
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: traffic light
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: fire hydrant
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: ???
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: stop sign
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: parking meter
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: bench
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: bird
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: cat
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: dog
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: horse
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: sheep
10-13 10:19:45.095 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: cow
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: elephant
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: bear
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: zebra
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: giraffe
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: ???
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: backpack
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: umbrella
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: ???
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: ???
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: handbag
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: tie
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: suitcase
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: frisbee
10-13 10:19:45.096 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: skis
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: snowboard
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: sports ball
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: kite
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: baseball bat
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: baseball glove
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: skateboard
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: surfboard
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: tennis racket
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: bottle
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: ???
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: wine glass
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: cup
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: fork
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: knife
10-13 10:19:45.097 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: spoon
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: bowl
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: banana
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: apple
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: sandwich
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: orange
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: broccoli
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: carrot
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: hot dog
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: pizza
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: donut
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: cake
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: chair
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: couch
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: potted plant
10-13 10:19:45.098 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: bed
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: ???
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: dining table
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: ???
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: ???
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: toilet
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: ???
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: tv
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: laptop
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: mouse
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: remote
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: keyboard
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: cell phone
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: microwave
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: oven
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: toaster
10-13 10:19:45.099 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: sink
10-13 10:19:45.100 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: refrigerator
10-13 10:19:45.100 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: ???
10-13 10:19:45.100 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: book
10-13 10:19:45.100 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: clock
10-13 10:19:45.100 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: vase
10-13 10:19:45.100 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: scissors
10-13 10:19:45.100 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: teddy bear
10-13 10:19:45.100 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: hair drier
10-13 10:19:45.100 20504-20504/org.tensorflow.demo W/tensorflow: TensorFlowObjectDetectionAPIModel: toothbrush
10-13 10:19:45.102 20504-20504/org.tensorflow.demo I/TensorFlowInferenceInterface: Checking to see if TensorFlow native methods are already loaded
10-13 10:19:45.102 20504-20504/org.tensorflow.demo E/zygote: No implementation found for long org.tensorflow.contrib.android.RunStats.allocate() (tried Java_org_tensorflow_contrib_android_RunStats_allocate and Java_org_tensorflow_contrib_android_RunStats_allocate__)
10-13 10:19:45.102 20504-20504/org.tensorflow.demo I/TensorFlowInferenceInterface: TensorFlow native methods not found, attempting to load via tensorflow_inference
10-13 10:19:45.133 20504-20504/org.tensorflow.demo I/TensorFlowInferenceInterface: Successfully loaded TensorFlow native methods (RunStats error may be ignored)
10-13 10:19:46.277 20504-20504/org.tensorflow.demo I/TensorFlowInferenceInterface: Model load took 1118ms, TensorFlow version: 1.3.0-rc2
10-13 10:19:46.279 20504-20504/org.tensorflow.demo I/TensorFlowInferenceInterface: Successfully loaded model from 'file:///android_asset/ssd_mobilenet_v1_android_export.pb'
10-13 10:19:46.282 20504-20504/org.tensorflow.demo I/tensorflow: DetectorActivity: Sensor orientation: 90, Screen orientation: 0
10-13 10:19:46.282 20504-20504/org.tensorflow.demo I/tensorflow: DetectorActivity: Initializing at size 640x480
10-13 10:19:46.330 20504-20538/org.tensorflow.demo I/tensorflow: CameraConnectionFragment: Opening camera preview: 640x480
10-13 10:19:46.349 20504-20504/org.tensorflow.demo I/Choreographer: Skipped 74 frames! The application may be doing too much work on its main thread.
10-13 10:19:46.618 20504-20538/org.tensorflow.demo D/tensorflow: CameraActivity: Initializing buffer 0 at size 307200
10-13 10:19:46.619 20504-20538/org.tensorflow.demo D/tensorflow: CameraActivity: Initializing buffer 1 at size 153599
10-13 10:19:46.620 20504-20538/org.tensorflow.demo D/tensorflow: CameraActivity: Initializing buffer 2 at size 153599
10-13 10:19:46.624 20504-20538/org.tensorflow.demo I/tensorflow: MultiBoxTracker: Initializing ObjectTracker: 640x480
10-13 10:19:46.624 20504-20538/org.tensorflow.demo I/native: Initializing object tracker. 320x240 @0xd7e3817c
10-13 10:19:46.627 20504-20538/org.tensorflow.demo I/native: Initialized!
10-13 10:19:46.630 20504-20538/org.tensorflow.demo I/tensorflow: DetectorActivity: Preparing image 1 for detection in bg thread.
10-13 10:19:46.664 20504-20537/org.tensorflow.demo I/tensorflow: DetectorActivity: Running detection on image 1
10-13 10:19:47.004 20504-20537/org.tensorflow.demo E/TensorFlowInferenceInterface: Failed to run TensorFlow inference with inputs:[image_tensor], outputs:[detection_boxes, detection_scores, detection_classes, num_detections]
10-13 10:19:47.006 20504-20537/org.tensorflow.demo E/AndroidRuntime: FATAL EXCEPTION: inference
Process: org.tensorflow.demo, PID: 20504
java.lang.IllegalArgumentException: No OpKernel was registered to support Op 'Switch' with these attrs. Registered devices: [CPU], Registered kernels:
device='GPU'; T in [DT_STRING]
device='GPU'; T in [DT_BOOL]
device='GPU'; T in [DT_INT32]
device='GPU'; T in [DT_FLOAT]
device='CPU'; T in [DT_FLOAT]
device='CPU'; T in [DT_INT32]

                                                                 	 [[Node: Postprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/cond/Switch = Switch[T=DT_BOOL](Postprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater, Postprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater)]]
                                                                     at org.tensorflow.Session.run(Native Method)
                                                                     at org.tensorflow.Session.access$100(Session.java:48)
                                                                     at org.tensorflow.Session$Runner.runHelper(Session.java:295)
                                                                     at org.tensorflow.Session$Runner.run(Session.java:245)
                                                                     at org.tensorflow.contrib.android.TensorFlowInferenceInterface.run(TensorFlowInferenceInterface.java:143)
                                                                     at org.tensorflow.demo.TensorFlowObjectDetectionAPIModel.recognizeImage(TensorFlowObjectDetectionAPIModel.java:158)
                                                                     at org.tensorflow.demo.DetectorActivity$3.run(DetectorActivity.java:292)
                                                                     at android.os.Handler.handleCallback(Handler.java:789)
                                                                     at android.os.Handler.dispatchMessage(Handler.java:98)
                                                                     at android.os.Looper.loop(Looper.java:164)
                                                                     at android.os.HandlerThread.run(HandlerThread.java:65)

10-13 10:19:47.473 20504-20504/org.tensorflow.demo D/tensorflow: CameraActivity: onPause org.tensorflow.demo.DetectorActivity@d97a4c5

[sufish]

@mpeniak if you download latest aar from http://ci.tensorflow.org/view/Nightly/job/nightly-android/ and import into your project, this issue will be gone. i guess the one in jcenter does not contain fix for this issue

[vvkv]

@sufish Could you outline the steps to accomplish this please?