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TL;DR: Due to this, we need to use TensorFlow GPU-Eager for GPU-XLA and CPU-Eager for CPU-XLA. That information is passed via
ModelType.init(..., backend_target=None|"cpu"|"gpu").A few other refinements (basically ci) are also implemented. See commit history.