It seems this is an issue affecting the GPU of A13 chips, as it only happens on iPhone 11 and 9th Gen iPads. The 'fix' is to force the model to not use the GPU by using the .cpuAndNeuralEngine on the MLModelConfiguration().computeUnits variable.