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Hi Thanks for the response. Unfortunately, I cannot share the files for confidentiality reasons. I am wondering though if you can point me to what and where I should be looking at in the sysdiagnose and trace files? Also, for everyone's reference: I was able to reduce the cpu usage by handcrafting the model and copy the weights instead of using the coremltools to auto convert. But the cpu usage is still 50% higher (compare to 300% previously) than using TensorFlow C API. Inference time for CoreML and TensorFlow is on par with each other (only a fraction of ms difference)