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18 lines
832 B
Markdown
18 lines
832 B
Markdown
# MLIR
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The MLIR project is a sub-project of the LLVM project. It's designed to simplify building domain-specific compilers such as ours: Concrete Compiler.
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Concrete Compiler accepts MLIR as input and emits compiled assembly code for the target architecture.
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Concrete NumPy does the MLIR generation from the computation graph. Code related to this conversion is in `concrete/numpy/mlir` folder.
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The conversion can be performed using `convert` method of `GraphConverter` class.
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Within `convert` method of `GraphConverter`:
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* MLIR compatibility of the graph is checked
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* Bit-width constraints are checked
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* Negative lookup tables are offsetted
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* Computation graph is traversed and each node is converted to their corresponding MLIR representation using `NodeConverter` class
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* String representation of resulting MLIR is returned
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