Insufficient Permission (to submit GPU work from background) when running MobileNetV2+SSDLite code with my own model about coreml-survival-guide

[hollance]

Are you trying to run the model while the app is backgrounded?

91 is indeed the number of COCO classes + the background.

[MarkTension]

I'm not, interestingly enough. Only change made to the code was swap models, and changed to the new model's name. Is the 91 defined somewhere in the app's code? Can't seem to find it. Model's specs seem alright? Or have I probably messed up my model in some way?

[hollance]

That 91 is somewhere in your model.

[MarkTension]

Riight! Thanks. Turned out I forgot to change the number of classes in the training config file, while setting number of classes in the .pb to .mlmodel conversion to 1.
Interestingly enough, it also solved the GPU on the background error, and my model worked!

[hollance]

Good to hear. That "GPU on background" error was probably just a misleading error message that was triggered by the error with the shapes.