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# MLIR
The MLIR project is a sub-project of the LLVM project. It's designed to simplify building domain-specific compilers such as our **Concrete-Compiler**.
**Concrete-Compiler** accepts MLIR as an input and emits compiled assembly code for a target architecture.
**Concrete-Numpy** performs the MLIR generation from the computation graph. Code related to this conversion is in the `concrete/numpy/mlir` folder.
The conversion can be performed using the `convert` method of the `GraphConverter` class.
Within the `convert` method of `GraphConverter`:
* MLIR compatibility of the graph is checked;
* bit width constraints are checked;
* negative lookup tables are offset;
* the computation graph is traversed and each node is converted to their corresponding MLIR representation using the `NodeConverter` class;
* and string representation of the resulting MLIR is returned.