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https://github.com/zama-ai/concrete.git
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40 lines
1.3 KiB
Python
Executable File
40 lines
1.3 KiB
Python
Executable File
import concretelang
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import concretelang.dialects.hlfhe as hlfhe
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import mlir.dialects.builtin as builtin
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import mlir.dialects.std as std
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from mlir.ir import *
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def main():
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with Context() as ctx, Location.unknown():
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# register concretelang's dialects
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concretelang.register_dialects(ctx)
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module = Module.create()
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eint6 = hlfhe.EncryptedIntegerType.get(ctx, 6)
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with InsertionPoint(module.body):
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func_types = [MemRefType.get((10, 10), eint6) for _ in range(2)]
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@builtin.FuncOp.from_py_func(*func_types)
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def main(*arg):
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return arg[0]
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print(module)
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m = """
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func @main(%arg0: !HLFHE.eint<2>) -> !HLFHE.eint<2> {
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%0 = constant 1 : i3
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%1 = "HLFHE.add_eint_int"(%arg0, %0): (!HLFHE.eint<2>, i3) -> (!HLFHE.eint<2>)
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return %1: !HLFHE.eint<2>
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}"""
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## Working when HFLFHE and MLIR aren't linked
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concretelang.compiler.round_trip("module{}")
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concretelang.compiler.round_trip(str(module))
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## END OF WORKING
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## Doesn't work yet for both modules
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engine = concretelang.CompilerEngine()
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engine.compile_fhe(m)
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# engine.compile_fhe(str(module))
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print(engine.run(2))
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if __name__ == "__main__":
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main() |