Unable to Force-load TensorFlowLiteSelectTfOps.framework, created with Selective Build, in iOS about tensorflow

[tanpengshi]

I would appreciate any working solution to this, as long i can run my model on Select Ops based on a TensorFlowLiteSelectTFOps library selectively built based on the tflite model itself. Thanks a lot in advance! :)

[pkgoogle]

Hi @tanpengshi, it looks like the system is unable to properly link the google protobuf library ... can you ensure you are following all the directions here correctly: https://www.tensorflow.org/lite/guide/build_ios#using_local_swift_or_objective-c_apis

particularly I see that your path does not point to the TF root directory

pod 'TensorFlowLiteSwift', :path => '../../local-podspecs/TensorFlowLiteSwift.podspec'

Where as the source says:

pod 'TensorFlowLiteSwift', :path => '<your_tensorflow_root_dir>'

Let me know if that works. Thanks.

[tanpengshi]

I have tried the above and I am still getting the same error. In addition I did :

  pod 'TensorFlowLiteSwift'
  pod 'TensorFlowLiteSelectTfOps', '~> 0.0.1-nightly'

Then replace i replaced the TensorFlowLiteSelectTfOps.framework with my selectively build TensorFlowLiteSelectTfOps.framework, and I still get the same error when building! I suspect the error comes inherently from the selectively built framework. Are you able to replicate the error I get?

Thank you!

[pkgoogle]

Hi @tanpengshi, are you willing to share your model(s) that are used to make your selective build? I'm wondering if any particular ops are causing the issue. Perhaps you can just make a dummy model which includes at least one of all the ops you are using and share that.

[tanpengshi]

tflite_CNN_LSTM_dummy.zip

Hi @pkgoogle, here is the dummy model that contains all the ops!