Run CoreML model crash on VisionPro real device when review by AppStoreConnect

Machine Learning & AI Core ML
wudijimao OP
Created Jan ’24
Replies 2
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I run a MiDaS CoreML model on the Device. It run well on VisionPro Simulator and iOS RealDevice. But crash on VisionPro device.

crash mssage: /Library/Caches/com.apple.xbs/Sources/MetalPerformanceShaders/MPSCore/Utility/MPSLibrary.mm:550: failed assertion `MPSKernel MTLComputePipelineStateCache unable to load function ndArrayConvolution2DA14.

Crashlog_com.moemiku.VisionMagicPhoto_2024-01-21-16-01-07.txt

Crashlog_com.moemiku.VisionMagicPhoto_2024-01-21-16-00-39.txt

Replies  2
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Views  868
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strangemesa OP
Feb ’24

I had luck using CoreMLTools to convert to "neuralnetwork" instead of "mlprogram"

model = ct.convert(
    traced_model,
    inputs=[image_input],
    convert_to="neuralnetwork"
)
0
strangemesa OP
Feb ’24

I'm also seeing this fixed in 1.1 beta 2

0
Run CoreML model crash on VisionPro real device when review by AppStoreConnect
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