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tensorflow/compiler/mlir/tensorflow/g3doc/tf_dialects.md
systems in general. Operations in this dialect usually operate on tensor and scalar types defined in the standard dialect. The extra defined types are specific to TensorFlow: `QINT` types like !tf_type.qint8 (etc), `QUINT` types like !tf_type.quint8, all of the `REF` types like !tf_type.uint8ref, as well as !tf_type.string, !tf_type.resource, and !tf_type.variant which correspond to the tensorflow types of the same name. ### Example:
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