#include #include #include #include "zamalang/Dialect/LowLFHE/IR/LowLFHETypes.h" #include "zamalang/Support/ClientParameters.h" namespace mlir { namespace zamalang { // For the v0 the secretKeyID and precision are the same for all gates. llvm::Expected gateFromMLIRType(std::string secretKeyID, Precision precision, mlir::Type type) { if (type.isInteger(64)) { return CircuitGate{ .encryption = llvm::None, .shape = {.size = 0}, }; } if (type.isa()) { return CircuitGate{ .encryption = llvm::Optional({ .secretKeyID = secretKeyID, // TODO - Compute variance, wait for security estimator .variance = 0., .encoding = {.precision = precision}, }), .shape = {.size = 0}, }; } auto memref = type.dyn_cast_or_null(); if (memref != nullptr) { auto gate = gateFromMLIRType(secretKeyID, precision, memref.getElementType()); if (auto err = gate.takeError()) { return std::move(err); } gate->shape.size = memref.getDimSize(0); return gate; } return llvm::make_error( "cannot convert MLIR type to shape", llvm::inconvertibleErrorCode()); } llvm::Expected createClientParametersForV0(V0Parameter &v0Param, Precision precision, llvm::StringRef name, mlir::ModuleOp module) { // Static client parameters from global parameters for v0 ClientParameters c{ .secretKeys{ {"small", {.size = v0Param.nSmall}}, {"big", {.size = v0Param.k * (1 << v0Param.polynomialSize)}}, }, .bootstrapKeys{ { "bsk_v0", { .inputSecretKeyID = "small", .outputSecretKeyID = "big", .level = v0Param.brLevel, .baseLog = v0Param.brLogBase, .k = v0Param.k, // TODO - Compute variance, wait for security estimator .variance = 0, }, }, }, .keyswitchKeys{ { "ksk_v0", { .inputSecretKeyID = "big", .outputSecretKeyID = "small", .level = v0Param.ksLevel, .baseLog = v0Param.ksLogBase, // TODO - Compute variance, wait for security estimator .variance = 0, }, }, }, }; // Find the input function auto rangeOps = module.getOps(); auto funcOp = llvm::find_if( rangeOps, [&](mlir::FuncOp op) { return op.getName() == name; }); if (funcOp == rangeOps.end()) { return llvm::make_error( "cannot find the function for generate client parameters", llvm::inconvertibleErrorCode()); } // For the v0 the precision is global Encoding encoding = {.precision = precision}; // Create input and output circuit gate parameters auto funcType = (*funcOp).getType(); for (auto inType : funcType.getInputs()) { auto gate = gateFromMLIRType("big", precision, inType); if (auto err = gate.takeError()) { return std::move(err); } c.inputs.push_back(gate.get()); } for (auto outType : funcType.getResults()) { auto gate = gateFromMLIRType("big", precision, outType); if (auto err = gate.takeError()) { return std::move(err); } c.outputs.push_back(gate.get()); } return c; } } // namespace zamalang } // namespace mlir