├── .gitignore ├── CONFIG ├── CONFIG.mine ├── Eigen ├── Cholesky ├── CholmodSupport ├── Core ├── Dense ├── Eigen ├── Eigenvalues ├── Geometry ├── Householder ├── IterativeLinearSolvers ├── Jacobi ├── KLUSupport ├── LU ├── MetisSupport ├── OrderingMethods ├── PaStiXSupport ├── PardisoSupport ├── QR ├── QtAlignedMalloc ├── SPQRSupport ├── SVD ├── Sparse ├── SparseCholesky ├── SparseCore ├── SparseLU ├── SparseQR ├── StdDeque ├── StdList ├── StdVector ├── SuperLUSupport ├── UmfPackSupport └── src │ ├── Cholesky │ ├── LDLT.h │ ├── LLT.h │ └── LLT_LAPACKE.h │ ├── CholmodSupport │ └── CholmodSupport.h │ ├── Core │ ├── ArithmeticSequence.h │ ├── Array.h │ ├── ArrayBase.h │ ├── ArrayWrapper.h │ ├── Assign.h │ ├── AssignEvaluator.h │ ├── Assign_MKL.h │ ├── BandMatrix.h │ ├── Block.h │ ├── BooleanRedux.h │ ├── CommaInitializer.h │ ├── ConditionEstimator.h │ ├── CoreEvaluators.h │ ├── CoreIterators.h │ ├── CwiseBinaryOp.h │ ├── CwiseNullaryOp.h │ ├── CwiseTernaryOp.h │ ├── CwiseUnaryOp.h │ ├── CwiseUnaryView.h │ ├── DenseBase.h │ ├── DenseCoeffsBase.h │ ├── DenseStorage.h │ ├── Diagonal.h │ ├── DiagonalMatrix.h │ ├── DiagonalProduct.h │ ├── Dot.h │ ├── EigenBase.h │ ├── ForceAlignedAccess.h │ ├── Fuzzy.h │ ├── GeneralProduct.h │ ├── GenericPacketMath.h │ ├── GlobalFunctions.h │ ├── IO.h │ ├── IndexedView.h │ ├── Inverse.h │ ├── Map.h │ ├── MapBase.h │ ├── MathFunctions.h │ ├── MathFunctionsImpl.h │ ├── Matrix.h │ ├── MatrixBase.h │ ├── NestByValue.h │ ├── NoAlias.h │ ├── NumTraits.h │ ├── PartialReduxEvaluator.h │ ├── PermutationMatrix.h │ ├── PlainObjectBase.h │ ├── Product.h │ ├── ProductEvaluators.h │ ├── Random.h │ ├── Redux.h │ ├── Ref.h │ ├── Replicate.h │ ├── Reshaped.h │ ├── ReturnByValue.h │ ├── Reverse.h │ ├── Select.h │ ├── SelfAdjointView.h │ ├── SelfCwiseBinaryOp.h │ ├── Solve.h │ ├── SolveTriangular.h │ ├── SolverBase.h │ ├── StableNorm.h │ ├── StlIterators.h │ ├── Stride.h │ ├── Swap.h │ ├── Transpose.h │ ├── Transpositions.h │ ├── TriangularMatrix.h │ ├── VectorBlock.h │ ├── VectorwiseOp.h │ ├── Visitor.h │ ├── arch │ │ ├── AVX │ │ │ ├── Complex.h │ │ │ ├── MathFunctions.h │ │ │ ├── PacketMath.h │ │ │ └── TypeCasting.h │ │ ├── AVX512 │ │ │ ├── Complex.h │ │ │ ├── MathFunctions.h │ │ │ ├── PacketMath.h │ │ │ └── TypeCasting.h │ │ ├── AltiVec │ │ │ ├── Complex.h │ │ │ ├── MathFunctions.h │ │ │ ├── MatrixProduct.h │ │ │ ├── MatrixProductCommon.h │ │ │ ├── MatrixProductMMA.h │ │ │ └── PacketMath.h │ │ ├── CUDA │ │ │ └── Complex.h │ │ ├── Default │ │ │ ├── BFloat16.h │ │ │ ├── ConjHelper.h │ │ │ ├── GenericPacketMathFunctions.h │ │ │ ├── GenericPacketMathFunctionsFwd.h │ │ │ ├── Half.h │ │ │ ├── Settings.h │ │ │ └── TypeCasting.h │ │ ├── GPU │ │ │ ├── MathFunctions.h │ │ │ ├── PacketMath.h │ │ │ └── TypeCasting.h │ │ ├── HIP │ │ │ └── hcc │ │ │ │ └── math_constants.h │ │ ├── MSA │ │ │ ├── Complex.h │ │ │ ├── MathFunctions.h │ │ │ └── PacketMath.h │ │ ├── NEON │ │ │ ├── Complex.h │ │ │ ├── GeneralBlockPanelKernel.h │ │ │ ├── MathFunctions.h │ │ │ ├── PacketMath.h │ │ │ └── TypeCasting.h │ │ ├── SSE │ │ │ ├── Complex.h │ │ │ ├── MathFunctions.h │ │ │ ├── PacketMath.h │ │ │ └── TypeCasting.h │ │ ├── SVE │ │ │ ├── MathFunctions.h │ │ │ ├── PacketMath.h │ │ │ └── TypeCasting.h │ │ ├── SYCL │ │ │ ├── InteropHeaders.h │ │ │ ├── MathFunctions.h │ │ │ ├── PacketMath.h │ │ │ ├── SyclMemoryModel.h │ │ │ └── TypeCasting.h │ │ └── ZVector │ │ │ ├── Complex.h │ │ │ ├── MathFunctions.h │ │ │ └── PacketMath.h │ ├── functors │ │ ├── AssignmentFunctors.h │ │ ├── BinaryFunctors.h │ │ ├── NullaryFunctors.h │ │ ├── StlFunctors.h │ │ ├── TernaryFunctors.h │ │ └── UnaryFunctors.h │ ├── products │ │ ├── GeneralBlockPanelKernel.h │ │ ├── GeneralMatrixMatrix.h │ │ ├── GeneralMatrixMatrixTriangular.h │ │ ├── GeneralMatrixMatrixTriangular_BLAS.h │ │ ├── GeneralMatrixMatrix_BLAS.h │ │ ├── GeneralMatrixVector.h │ │ ├── GeneralMatrixVector_BLAS.h │ │ ├── Parallelizer.h │ │ ├── SelfadjointMatrixMatrix.h │ │ ├── SelfadjointMatrixMatrix_BLAS.h │ │ ├── SelfadjointMatrixVector.h │ │ ├── SelfadjointMatrixVector_BLAS.h │ │ ├── SelfadjointProduct.h │ │ ├── SelfadjointRank2Update.h │ │ ├── TriangularMatrixMatrix.h │ │ ├── TriangularMatrixMatrix_BLAS.h │ │ ├── TriangularMatrixVector.h │ │ ├── TriangularMatrixVector_BLAS.h │ │ ├── TriangularSolverMatrix.h │ │ ├── TriangularSolverMatrix_BLAS.h │ │ └── TriangularSolverVector.h │ └── util │ │ ├── BlasUtil.h │ │ ├── ConfigureVectorization.h │ │ ├── Constants.h │ │ ├── DisableStupidWarnings.h │ │ ├── ForwardDeclarations.h │ │ ├── IndexedViewHelper.h │ │ ├── IntegralConstant.h │ │ ├── MKL_support.h │ │ ├── Macros.h │ │ ├── Memory.h │ │ ├── Meta.h │ │ ├── NonMPL2.h │ │ ├── ReenableStupidWarnings.h │ │ ├── ReshapedHelper.h │ │ ├── StaticAssert.h │ │ ├── SymbolicIndex.h │ │ └── XprHelper.h │ ├── Eigenvalues │ ├── ComplexEigenSolver.h │ ├── ComplexSchur.h │ ├── ComplexSchur_LAPACKE.h │ ├── EigenSolver.h │ ├── GeneralizedEigenSolver.h │ ├── GeneralizedSelfAdjointEigenSolver.h │ ├── HessenbergDecomposition.h │ ├── MatrixBaseEigenvalues.h │ ├── RealQZ.h │ ├── RealSchur.h │ ├── RealSchur_LAPACKE.h │ ├── SelfAdjointEigenSolver.h │ ├── SelfAdjointEigenSolver_LAPACKE.h │ └── Tridiagonalization.h │ ├── Geometry │ ├── AlignedBox.h │ ├── AngleAxis.h │ ├── EulerAngles.h │ ├── Homogeneous.h │ ├── Hyperplane.h │ ├── OrthoMethods.h │ ├── ParametrizedLine.h │ ├── Quaternion.h │ ├── Rotation2D.h │ ├── RotationBase.h │ ├── Scaling.h │ ├── Transform.h │ ├── Translation.h │ ├── Umeyama.h │ └── arch │ │ └── Geometry_SIMD.h │ ├── Householder │ ├── BlockHouseholder.h │ ├── Householder.h │ └── HouseholderSequence.h │ ├── IterativeLinearSolvers │ ├── BasicPreconditioners.h │ ├── BiCGSTAB.h │ ├── ConjugateGradient.h │ ├── IncompleteCholesky.h │ ├── IncompleteLUT.h │ ├── IterativeSolverBase.h │ ├── LeastSquareConjugateGradient.h │ └── SolveWithGuess.h │ ├── Jacobi │ └── Jacobi.h │ ├── KLUSupport │ └── KLUSupport.h │ ├── LU │ ├── Determinant.h │ ├── FullPivLU.h │ ├── InverseImpl.h │ ├── PartialPivLU.h │ ├── PartialPivLU_LAPACKE.h │ └── arch │ │ └── InverseSize4.h │ ├── MetisSupport │ └── MetisSupport.h │ ├── OrderingMethods │ ├── Amd.h │ ├── Eigen_Colamd.h │ └── Ordering.h │ ├── PaStiXSupport │ └── PaStiXSupport.h │ ├── PardisoSupport │ └── PardisoSupport.h │ ├── QR │ ├── ColPivHouseholderQR.h │ ├── ColPivHouseholderQR_LAPACKE.h │ ├── CompleteOrthogonalDecomposition.h │ ├── FullPivHouseholderQR.h │ ├── HouseholderQR.h │ └── HouseholderQR_LAPACKE.h │ ├── SPQRSupport │ └── SuiteSparseQRSupport.h │ ├── SVD │ ├── BDCSVD.h │ ├── JacobiSVD.h │ ├── JacobiSVD_LAPACKE.h │ ├── SVDBase.h │ └── UpperBidiagonalization.h │ ├── SparseCholesky │ ├── SimplicialCholesky.h │ └── SimplicialCholesky_impl.h │ ├── SparseCore │ ├── AmbiVector.h │ ├── CompressedStorage.h │ ├── ConservativeSparseSparseProduct.h │ ├── MappedSparseMatrix.h │ ├── SparseAssign.h │ ├── SparseBlock.h │ ├── SparseColEtree.h │ ├── SparseCompressedBase.h │ ├── SparseCwiseBinaryOp.h │ ├── SparseCwiseUnaryOp.h │ ├── SparseDenseProduct.h │ ├── SparseDiagonalProduct.h │ ├── SparseDot.h │ ├── SparseFuzzy.h │ ├── SparseMap.h │ ├── SparseMatrix.h │ ├── SparseMatrixBase.h │ ├── SparsePermutation.h │ ├── SparseProduct.h │ ├── SparseRedux.h │ ├── SparseRef.h │ ├── SparseSelfAdjointView.h │ ├── SparseSolverBase.h │ ├── SparseSparseProductWithPruning.h │ ├── SparseTranspose.h │ ├── SparseTriangularView.h │ ├── SparseUtil.h │ ├── SparseVector.h │ ├── SparseView.h │ └── TriangularSolver.h │ ├── SparseLU │ ├── SparseLU.h │ ├── SparseLUImpl.h │ ├── SparseLU_Memory.h │ ├── SparseLU_Structs.h │ ├── SparseLU_SupernodalMatrix.h │ ├── SparseLU_Utils.h │ ├── SparseLU_column_bmod.h │ ├── SparseLU_column_dfs.h │ ├── SparseLU_copy_to_ucol.h │ ├── SparseLU_gemm_kernel.h │ ├── SparseLU_heap_relax_snode.h │ ├── SparseLU_kernel_bmod.h │ ├── SparseLU_panel_bmod.h │ ├── SparseLU_panel_dfs.h │ ├── SparseLU_pivotL.h │ ├── SparseLU_pruneL.h │ └── SparseLU_relax_snode.h │ ├── SparseQR │ └── SparseQR.h │ ├── StlSupport │ ├── StdDeque.h │ ├── StdList.h │ ├── StdVector.h │ └── details.h │ ├── SuperLUSupport │ └── SuperLUSupport.h │ ├── UmfPackSupport │ └── UmfPackSupport.h │ ├── misc │ ├── Image.h │ ├── Kernel.h │ ├── RealSvd2x2.h │ ├── blas.h │ ├── lapack.h │ ├── lapacke.h │ └── lapacke_mangling.h │ └── plugins │ ├── ArrayCwiseBinaryOps.h │ ├── ArrayCwiseUnaryOps.h │ ├── BlockMethods.h │ ├── CommonCwiseBinaryOps.h │ ├── CommonCwiseUnaryOps.h │ ├── IndexedViewMethods.h │ ├── MatrixCwiseBinaryOps.h │ ├── MatrixCwiseUnaryOps.h │ └── ReshapedMethods.h ├── Inference ├── IP_HOSTS │ ├── IP_11 │ ├── IP_127 │ ├── IP_21 │ ├── IP_255 │ ├── IP_3 │ ├── IP_31 │ ├── IP_63 │ ├── IP_7 │ └── IP_LOCAL ├── LeNet │ ├── bias1_0 │ ├── bias1_1 │ ├── bias1_2 │ ├── bias2_0 │ ├── bias2_1 │ ├── bias2_2 │ ├── bias3_0 │ ├── bias3_1 │ ├── bias3_2 │ ├── bias4_0 │ ├── bias4_1 │ ├── bias4_2 │ ├── input_0 │ ├── input_1 │ ├── input_2 │ ├── outputlayer1_0 │ ├── outputlayer2_0 │ ├── outputlayer3_0 │ ├── outputlayer4_0 │ ├── weight1_0 │ ├── weight1_1 │ ├── weight1_2 │ ├── weight2_0 │ ├── weight2_1 │ ├── weight2_2 │ ├── weight3_0 │ ├── weight3_1 │ ├── weight3_2 │ ├── weight4_0 │ ├── weight4_1 │ └── weight4_2 ├── MiniONN │ ├── input │ ├── offline │ │ ├── PR31_offline_b1.txt │ │ ├── PR31_offline_b100.txt │ │ ├── PR31_offline_b8.txt │ │ ├── PR61_offline_b1.txt │ │ └── PR61_offline_b8.txt │ ├── output │ │ ├── outputlayer1 │ │ ├── outputlayer2 │ │ ├── outputlayer3 │ │ └── outputlayer4 │ ├── preload │ │ ├── bias1 │ │ ├── bias2 │ │ ├── bias3 │ │ ├── bias4 │ │ ├── weight1 │ │ ├── weight2 │ │ ├── weight3 │ │ └── weight4 │ └── testPR31 │ │ ├── LAN │ │ ├── MiniONN.b1_11PC │ │ ├── MiniONN.b1_127PC │ │ ├── MiniONN.b1_21PC │ │ ├── MiniONN.b1_31PC │ │ ├── MiniONN.b1_3PC │ │ ├── MiniONN.b1_63PC │ │ └── MiniONN.b1_7PC │ │ └── WAN │ │ ├── MiniONN.b1_11PC │ │ ├── MiniONN.b1_21PC │ │ ├── MiniONN.b1_31PC │ │ ├── MiniONN.b1_3PC │ │ ├── MiniONN.b1_63PC │ │ └── MiniONN.b1_7PC ├── Sarda │ ├── input │ ├── offline │ │ ├── PR31_offline_b1.txt │ │ ├── PR31_offline_b100.txt │ │ ├── PR31_offline_b8.txt │ │ ├── PR61_offline_b1.txt │ │ └── PR61_offline_b8.txt │ ├── output │ │ ├── outputlayer1 │ │ ├── outputlayer2 │ │ └── outputlayer3 │ ├── preload │ │ ├── bias1 │ │ ├── bias2 │ │ ├── bias3 │ │ ├── weight1 │ │ ├── weight2 │ │ └── weight3 │ └── testPR31 │ │ ├── LAN │ │ ├── Sarda.b1_11PC │ │ ├── Sarda.b1_127PC │ │ ├── Sarda.b1_21PC │ │ ├── Sarda.b1_31PC │ │ ├── Sarda.b1_3PC │ │ ├── Sarda.b1_63PC │ │ └── Sarda.b1_7PC │ │ └── WAN │ │ ├── Sarda.b1_11PC │ │ ├── Sarda.b1_21PC │ │ ├── Sarda.b1_31PC │ │ ├── Sarda.b1_3PC │ │ ├── Sarda.b1_63PC │ │ └── Sarda.b1_7PC └── SecureML │ ├── SecureML.P0 │ ├── input │ ├── offline │ ├── PR31_offline_b1.txt │ ├── PR31_offline_b100.txt │ ├── PR31_offline_b1000.txt │ ├── PR31_offline_b8.txt │ ├── PR61_offline_b1.txt │ └── PR61_offline_b8.txt │ ├── output │ ├── outputlayer1 │ ├── outputlayer2 │ └── outputlayer3 │ ├── preload │ ├── bias1 │ ├── bias2 │ ├── bias3 │ ├── weight1 │ ├── weight2 │ └── weight3 │ └── testPR31 │ ├── LAN │ ├── SecureML.b1_11PC │ ├── SecureML.b1_127PC │ ├── SecureML.b1_21PC │ ├── SecureML.b1_255PC │ ├── SecureML.b1_31PC │ ├── SecureML.b1_3PC │ ├── SecureML.b1_63PC │ └── SecureML.b1_7PC │ └── WAN │ ├── SecureML.b1_11PC │ ├── SecureML.b1_127PC │ ├── SecureML.b1_21PC │ ├── SecureML.b1_31PC │ ├── SecureML.b1_3PC │ ├── SecureML.b1_63PC │ └── SecureML.b1_7PC ├── LICENSE ├── ML └── inference.cpp ├── Makefile ├── Math ├── UnitTest.cpp ├── UnitTest.h ├── constMatrix.h ├── gfpMatrix.h └── gfpScalar.h ├── Networking ├── Player.cpp ├── Player.h ├── Receiver.cpp ├── Receiver.h ├── Sender.cpp ├── Sender.h ├── Server.cpp ├── Server.h ├── ServerSocket.cpp ├── ServerSocket.h ├── data.h ├── sockets.cpp └── sockets.h ├── NeuralNet ├── CNNConfig.h ├── CNNLayer.cpp ├── CNNLayer.h ├── FCConfig.h ├── FCLayer.cpp ├── FCLayer.h ├── Layer.h ├── LayerConfig.h ├── MaxpoolConfig.h ├── MaxpoolLayer.cpp ├── MaxpoolLayer.h ├── NeuralNetConfig.h ├── NeuralNetwork.cpp ├── NeuralNetwork.h ├── ReLUConfig.h ├── ReLULayer.cpp ├── ReLULayer.h ├── globals.h ├── secondary.cpp ├── secondary.h └── tools.h ├── Protocols ├── BeaverTriper.h ├── BeaverTriple.cpp ├── Bit.cpp ├── Bit.h ├── PhaseConfig.cpp ├── PhaseConfig.h ├── RandomShare.cpp ├── RandomShare.h ├── Share.cpp ├── Share.h ├── ShareBundle.cpp ├── ShareBundle.h ├── UnitTest.cpp └── UnitTest.h ├── README.md ├── Scripts ├── infer-11pc │ └── inference_11pc.sh ├── infer-21pc │ └── inference_21pc.sh ├── infer-31pc │ └── inference_31pc.sh ├── infer-3pc │ └── inference_3pc.sh ├── infer-63pc │ └── inference_63pc.sh ├── infer-7pc │ └── inference_7pc.sh ├── inference.sh ├── miniscripts │ ├── generate_ip.sh │ ├── kill-ports.sh │ └── ping_all_servers.sh ├── scp_files.sh └── test_unit.sh ├── Tables ├── Comparison-with-Falcon.xlsx ├── hmmpc-experiment-LAN(PR31).xlsx ├── hmmpc-experiment-WAN(PR31).xlsx └── overview-of-protocols.png ├── Test ├── HOSTS.example ├── test_eigen.cpp ├── test_network.cpp └── test_units.cpp ├── Tools ├── 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