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TFLite support via TOSA

IREE can now execute TensorFlow Lite (TFLite) models through the use of TOSA, an open standard of common tensor operations, and a part of MLIR core. TOSA’s high-level representation of tensor operations provides a common front-end for ingesting models from different frameworks. In this case we ingest a TFLite FlatBuffer and compile it to TOSA IR, which IREE takes as an input format to compile to its various backends.