├── .clang-format ├── .github └── workflows │ └── tests.yml ├── .gitignore ├── .gitlab-ci.yml ├── CMakeLists.txt ├── CONTRIBUTING.md ├── CONTRIBUTORS.md ├── Doxyfile ├── LICENSE ├── LICENSE-other ├── Makefile ├── README.md ├── cmake ├── codipack-config-version.cmake ├── codipack-config.cmake └── codipack-include.cmake ├── definitions └── lowlevelFunctions │ └── linearAlgebra │ └── matrixMatrixMultiplication.hpp ├── documentation ├── Changelog.md ├── CoDiLayout.xml ├── developer │ ├── CodingGuidelines.md │ ├── TapeInterfaces.md │ ├── TemplateDeclaration.md │ ├── simpleTape.cpp │ └── simpleTape.md ├── doc.css ├── examples │ ├── Example_01_Old_tangent_leftovers_forward_mode.cpp │ ├── Example_01_Old_tangent_leftovers_forward_mode.md │ ├── Example_02_Custom_adjoint_vector_evaluation.cpp │ ├── Example_02_Custom_adjoint_vector_evaluation.md │ ├── Example_03_Positional_tape_evaluations.cpp │ ├── Example_03_Positional_tape_evaluations.md │ ├── Example_04_Higher_order_types_helper_access_compile_time.cpp │ ├── Example_04_Higher_order_types_helper_access_compile_time.md │ ├── Example_05_Higher_order_types_direct_access.cpp │ ├── Example_05_Higher_order_types_direct_access.md │ ├── Example_06_Forward_tape_evaluation.cpp │ ├── Example_06_Forward_tape_evaluation.md │ ├── Example_07_Primal_tape_evaluation.cpp │ ├── Example_07_Primal_tape_evaluation.md │ ├── Example_08_Vector_helper_interface_access.cpp │ ├── Example_08_Vector_helper_interface_access.md │ ├── Example_09_OpenMP_reverse_evaluation.cpp │ ├── Example_09_OpenMP_reverse_evaluation.md │ ├── Example_10_External_function_helper.cpp │ ├── Example_10_External_function_helper.md │ ├── Example_11_External_function_user_data.cpp │ ├── Example_11_External_function_user_data.md │ ├── Example_12_Manual_statement_creation.cpp │ ├── Example_12_Manual_statement_creation.md │ ├── Example_13_MPI_communication.cpp │ ├── Example_13_MPI_communication.md │ ├── Example_14_ReferenceActiveType.cpp │ ├── Example_14_ReferenceActiveType.md │ ├── Example_15_Preaccumulation_of_code_parts.cpp │ ├── Example_15_Preaccumulation_of_code_parts.md │ ├── Example_16_TapeHelper.cpp │ ├── Example_16_TapeHelper.md │ ├── Example_17_EvaluationHelper.cpp │ ├── Example_17_EvaluationHelper.md │ ├── Example_18_EvaluationHelper_function_objects.cpp │ ├── Example_18_EvaluationHelper_function_objects.md │ ├── Example_19_EvaluationHelper_handle_creation.cpp │ ├── Example_19_EvaluationHelper_handle_creation.md │ ├── Example_20_Aggregated_active_type_handling_in_external_functions.cpp │ ├── Example_20_Aggregated_active_type_handling_in_external_functions.md │ ├── Example_21_Special_handling_of_linear_system_solvers.cpp │ ├── Example_21_Special_handling_of_linear_system_solvers.md │ ├── Example_22_Event_system.cpp │ ├── Example_22_Event_system.md │ ├── Example_23_OpenMP_Parallel_Codes.cpp │ ├── Example_23_OpenMP_Parallel_Codes.md │ ├── Example_24_Enzyme_external_function_helper.cpp │ ├── Example_24_Enzyme_external_function_helper.md │ ├── Example_25_Tape_Writers.cpp │ ├── Example_25_Tape_Writers.md │ ├── Example_26_Jacobian_Tape_Readers.cpp │ ├── Example_26_Jacobian_Tape_Readers.md │ ├── Example_27_Primal_Tape_Readers.cpp │ ├── Example_27_Primal_Tape_Readers.md │ ├── Example_28_Complex_numbers.cpp │ ├── Example_28_Complex_numbers.md │ ├── customAdjointVectorEvaluationTapeInterface.cpp │ ├── enumBitset.cpp │ ├── evaluationHelper_fixed.cpp │ ├── evaluationHelper_handle.cpp │ ├── evaluationHelper_minimal.cpp │ ├── externalFunctionHelper.cpp │ ├── externalFunctionTapeInterface.cpp │ ├── forwardEvaluationTapeInterface.cpp │ ├── gradientAccessTapeInterface.cpp │ ├── identifierInformationTapeInterface.cpp │ ├── manualStatementPushTapeInterface.cpp │ ├── outputHelpers.hpp │ ├── primalEvaluationTapeInterface.cpp │ ├── reverseModeAD.cpp │ └── statementPushHelper.cpp ├── footer.html ├── generated_files │ ├── jacobian_linear_text.txt │ ├── jacobian_linear_textIO.txt │ ├── primal_reuse_text.hpp │ ├── primal_reuse_text.txt │ ├── primal_reuse_textIO.txt │ └── primal_reuse_textPrimals.txt ├── header.html ├── mainpage.md ├── settings.sty ├── tutorials │ ├── Tutorial_01_Forward_mode_AD.cpp │ ├── Tutorial_01_Forward_mode_AD.md │ ├── Tutorial_02_Reverse_mode_AD.cpp │ ├── Tutorial_02_Reverse_mode_AD.md │ ├── Tutorial_03_Full_jacobian_computation.cpp │ ├── Tutorial_03_Full_jacobian_computation.md │ ├── Tutorial_04_Vector_mode_AD.cpp │ ├── Tutorial_04_Vector_mode_AD.md │ ├── Tutorial_05_Repeated_tape_recordings.cpp │ ├── Tutorial_05_Repeated_tape_recordings.md │ ├── Tutorial_06_Higher_order_types_helper_access.cpp │ ├── Tutorial_06_Higher_order_types_helper_access.md │ ├── Tutorial_07_Aggregated_type_implementation.cpp │ └── Tutorial_07_Aggregated_type_implementation.md └── user │ ├── AD_TheoryMathematicalDefinitions.md │ ├── ActiveTypeList.md │ ├── ActiveTypeOverview.md │ ├── ExampleFunctions.md │ ├── Expressions.md │ ├── Features.md │ ├── Migration.md │ ├── Paper.md │ ├── TapingStrategy.md │ ├── Tutorials.md │ └── TutorialsGraph.dot ├── include ├── codi.hpp └── codi │ ├── config.h │ ├── expressions │ ├── activeType.hpp │ ├── activeTypeBase.hpp │ ├── activeTypeStatelessTape.hpp │ ├── activeTypeWrapper.hpp │ ├── aggregate │ │ ├── aggregatedActiveType.hpp │ │ └── arrayAccessExpression.hpp │ ├── assignmentOperators.hpp │ ├── complex │ │ ├── allOperators.hpp │ │ ├── binaryComplexToComplexStdSpecialization.tpp │ │ ├── binaryMixedComplexAndRealOverloads.tpp │ │ ├── binaryRealToComplexOverloads.tpp │ │ ├── complexPredef.hpp │ │ ├── conditionalBinaryMixedComplexAndRealOverloads.tpp │ │ ├── realToComplexCast.hpp │ │ ├── stdComplex.hpp │ │ ├── unaryComplexToComplexStdSpecialization.tpp │ │ ├── unaryComplexToRealOverloads.tpp │ │ └── unaryComplexToRealStdSpecialization.tpp │ ├── computeExpression.hpp │ ├── constantExpression.hpp │ ├── expressionInterface.hpp │ ├── expressionMemberOperations.hpp │ ├── immutableActiveType.hpp │ ├── incrementOperators.hpp │ ├── lhsExpressionInterface.hpp │ ├── logic │ │ ├── compileTimeTraversalLogic.hpp │ │ ├── constructStaticContext.hpp │ │ ├── helpers │ │ │ ├── forEachLeafLogic.hpp │ │ │ ├── jacobianComputationLogic.hpp │ │ │ └── mathStatementGenLogic.hpp │ │ ├── nodeInterface.hpp │ │ └── traversalLogic.hpp │ ├── parallelActiveType.hpp │ ├── real │ │ ├── allOperators.hpp │ │ ├── binaryFirstArgumentOverloads.tpp │ │ ├── binaryOperators.hpp │ │ ├── binaryOverloads.tpp │ │ ├── conditionalBinaryOverloads.tpp │ │ ├── conditionalBinaryPassiveOverloads.tpp │ │ ├── conditionalOperators.hpp │ │ ├── conditionalUnaryOverloads.tpp │ │ ├── unaryOperators.hpp │ │ └── unaryOverloads.tpp │ ├── referenceActiveType.hpp │ └── static │ │ ├── staticContextActiveType.hpp │ │ └── staticContextAggregatedActiveType.hpp │ ├── misc │ ├── binomial.hpp │ ├── byteDataView.hpp │ ├── compileTimeLoop.hpp │ ├── constructVector.hpp │ ├── demangleName.hpp │ ├── enumBitset.hpp │ ├── enumInterface.hpp │ ├── enumOperations.tpp │ ├── eventSystem.hpp │ ├── exceptions.hpp │ ├── fileIo.hpp │ ├── macros.hpp │ ├── mathUtility.hpp │ ├── memberStore.hpp │ ├── self.hpp │ ├── temporaryMemory.hpp │ ├── toConst.hpp │ └── tupleMemory.hpp │ ├── tapes │ ├── commonTapeImplementation.hpp │ ├── data │ │ ├── blockData.hpp │ │ ├── chunk.hpp │ │ ├── chunkedData.hpp │ │ ├── dataInterface.hpp │ │ ├── emptyData.hpp │ │ ├── pointerStore.hpp │ │ └── position.hpp │ ├── forwardEvaluation.hpp │ ├── indices │ │ ├── indexManagerInterface.hpp │ │ ├── linearIndexManager.hpp │ │ ├── multiUseIndexManager.hpp │ │ ├── parallelReuseIndexManager.hpp │ │ ├── reuseIndexManager.hpp │ │ └── reuseIndexManagerBase.hpp │ ├── interfaces │ │ ├── customAdjointVectorEvaluationTapeInterface.hpp │ │ ├── dataManagementTapeInterface.hpp │ │ ├── editingTapeInterface.hpp │ │ ├── externalFunctionTapeInterface.hpp │ │ ├── forwardEvaluationTapeInterface.hpp │ │ ├── fullTapeInterface.hpp │ │ ├── gradientAccessTapeInterface.hpp │ │ ├── identifierInformationTapeInterface.hpp │ │ ├── internalStatementRecordingTapeInterface.hpp │ │ ├── lowLevelFunctionTapeInterface.hpp │ │ ├── manualStatementPushTapeInterface.hpp │ │ ├── positionalEvaluationTapeInterface.hpp │ │ ├── preaccumulationEvaluationTapeInterface.hpp │ │ ├── primalEvaluationTapeInterface.hpp │ │ ├── readWriteTapeInterface.hpp │ │ └── reverseTapeInterface.hpp │ ├── io │ │ ├── commonReaderWriterBase.hpp │ │ ├── graphWriters.hpp │ │ ├── jacobianBaseReaderWriter.hpp │ │ ├── jacobianBinaryReaderWriter.hpp │ │ ├── jacobianTextReaderWriter.hpp │ │ ├── mathRepWriter.hpp │ │ ├── primalBaseReaderWriter.hpp │ │ ├── primalBinaryReaderWriter.hpp │ │ ├── primalTextReaderWriter.hpp │ │ ├── readerWriterHelpers.hpp │ │ └── tapeReaderWriterInterface.hpp │ ├── jacobianBaseTape.hpp │ ├── jacobianLinearTape.hpp │ ├── jacobianReuseTape.hpp │ ├── misc │ │ ├── adjointVectorAccess.hpp │ │ ├── assignStatement.hpp │ │ ├── duplicateJacobianRemover.hpp │ │ ├── externalFunction.hpp │ │ ├── internalAdjointsInterface.hpp │ │ ├── localAdjoints.hpp │ │ ├── lowLevelFunctionEntry.hpp │ │ ├── primalAdjointVectorAccess.hpp │ │ ├── statementSizes.hpp │ │ ├── tapeParameters.hpp │ │ ├── tapeValues.hpp │ │ ├── threadSafeGlobalAdjoints.hpp │ │ └── vectorAccessInterface.hpp │ ├── primalValueBaseTape.hpp │ ├── primalValueLinearTape.hpp │ ├── primalValueReuseTape.hpp │ ├── statementEvaluators │ │ ├── directStatementEvaluator.hpp │ │ ├── innerStatementEvaluator.hpp │ │ ├── reverseStatementEvaluator.hpp │ │ ├── statementEvaluatorInterface.hpp │ │ └── statementEvaluatorTapeInterface.hpp │ └── tagging │ │ ├── tagData.hpp │ │ ├── tagTapeBase.hpp │ │ ├── tagTapeForward.hpp │ │ └── tagTapeReverse.hpp │ ├── tools │ ├── algorithms.hpp │ ├── cuda │ │ ├── codiCUDA.hpp │ │ └── cudaFunctionAttributes.hpp │ ├── data │ │ ├── aggregatedTypeVectorAccessWrapper.hpp │ │ ├── customAdjoints.hpp │ │ ├── delayAccessor.hpp │ │ ├── direction.hpp │ │ ├── dummy.hpp │ │ ├── externalFunctionUserData.hpp │ │ ├── hessian.hpp │ │ ├── hessianInterface.hpp │ │ ├── jacobian.hpp │ │ ├── jacobianInterface.hpp │ │ └── staticDummy.hpp │ ├── derivativeAccess.hpp │ ├── helpers │ │ ├── customAdjointVectorHelper.hpp │ │ ├── enzymeExternalFunctionHelper.hpp │ │ ├── evaluationHelper.hpp │ │ ├── externalFunctionHelper.hpp │ │ ├── linearSystem │ │ │ ├── eigenLinearSystem.hpp │ │ │ ├── linearSystemFlags.hpp │ │ │ ├── linearSystemHandler.hpp │ │ │ ├── linearSystemInterface.hpp │ │ │ └── linearSystemSpecializationDetection.hpp │ │ ├── preaccumulationHelper.hpp │ │ ├── statementPushHelper.hpp │ │ └── tapeHelper.hpp │ ├── lowlevelFunctions │ │ ├── eigenWrappers.hpp │ │ ├── generationHelperCoDiPack.hpp │ │ ├── linearAlgebra │ │ │ └── matrixMatrixMultiplication.hpp │ │ ├── lowLevelFunctionCreationUtilities.hpp │ │ ├── storeAndRestoreActions.hpp │ │ └── traits │ │ │ ├── activeArgumentStoreTraits.hpp │ │ │ └── passiveArgumentStoreTraits.hpp │ ├── mpi │ │ ├── codiForwardMeDiPackTool.hpp │ │ ├── codiMpiTypes.hpp │ │ └── codiReverseMeDiPackTool.hpp │ └── parallel │ │ ├── atomicInterface.hpp │ │ ├── mutexInterface.hpp │ │ ├── openmp │ │ ├── codiOpDiLibTool.hpp │ │ ├── codiOpenMP.hpp │ │ ├── macros.hpp │ │ ├── openMPAtomic.hpp │ │ ├── openMPMutex.hpp │ │ ├── openMPReverseAtomic.hpp │ │ ├── openMPStaticThreadLocalPointer.hpp │ │ ├── openMPSynchronization.hpp │ │ └── openMPThreadInformation.hpp │ │ ├── parallelToolbox.hpp │ │ ├── readWriteMutex.hpp │ │ ├── reverseAtomicInterface.hpp │ │ ├── staticThreadLocalPointerInterface.hpp │ │ ├── synchronizationInterface.hpp │ │ └── threadInformationInterface.hpp │ └── traits │ ├── adjointVectorTraits.hpp │ ├── atomicTraits.hpp │ ├── computationTraits.hpp │ ├── expressionTraits.hpp │ ├── gradientTraits.hpp │ ├── misc │ ├── enableIfHelpers.hpp │ └── removeAll.hpp │ ├── numericLimits.hpp │ ├── realTraits.hpp │ └── tapeTraits.hpp └── tests ├── events ├── Makefile ├── include │ ├── drivers │ │ ├── reverseDriver.hpp │ │ └── reverseDriverPrimal.hpp │ ├── forwardCallbacks.hpp │ ├── reverseCallbacks.hpp │ ├── string_conversions.hpp │ └── tests │ │ ├── test.hpp │ │ ├── testAggregates.hpp │ │ ├── testPreacc.hpp │ │ ├── testStatement.hpp │ │ └── testTape.hpp ├── results │ ├── RealForwardAggregates.ref │ ├── RealForwardPreacc.ref │ ├── RealForwardSecAggregates.ref │ ├── RealForwardSecPreacc.ref │ ├── RealForwardSecStatement.ref │ ├── RealForwardSecTape.ref │ ├── RealForwardStatement.ref │ ├── RealForwardTape.ref │ ├── RealForwardVecAggregates.ref │ ├── RealForwardVecPreacc.ref │ ├── RealForwardVecStatement.ref │ ├── RealForwardVecTape.ref │ ├── RealReverseAggregates.ref │ ├── RealReverseIndexAggregates.ref │ ├── RealReverseIndexOpenMPAggregates.ref │ ├── RealReverseIndexOpenMPPreacc.ref │ ├── RealReverseIndexOpenMPStatement.ref │ ├── RealReverseIndexOpenMPTape.ref │ ├── RealReverseIndexPreacc.ref │ ├── RealReverseIndexSecAggregates.ref │ ├── RealReverseIndexSecOpenMPAggregates.ref │ ├── RealReverseIndexSecOpenMPPreacc.ref │ ├── RealReverseIndexSecOpenMPStatement.ref │ ├── RealReverseIndexSecOpenMPTape.ref │ ├── RealReverseIndexSecPreacc.ref │ ├── RealReverseIndexSecStatement.ref │ ├── RealReverseIndexSecTape.ref │ ├── RealReverseIndexStatement.ref │ ├── RealReverseIndexTape.ref │ ├── RealReverseIndexVecAggregates.ref │ ├── RealReverseIndexVecOpenMPAggregates.ref │ ├── RealReverseIndexVecOpenMPPreacc.ref │ ├── RealReverseIndexVecOpenMPStatement.ref │ ├── RealReverseIndexVecOpenMPTape.ref │ ├── RealReverseIndexVecPreacc.ref │ ├── RealReverseIndexVecStatement.ref │ ├── RealReverseIndexVecTape.ref │ ├── RealReversePreacc.ref │ ├── RealReversePrimalAggregates.ref │ ├── RealReversePrimalIndexAggregates.ref │ ├── RealReversePrimalIndexPreacc.ref │ ├── RealReversePrimalIndexSecAggregates.ref │ ├── RealReversePrimalIndexSecPreacc.ref │ ├── RealReversePrimalIndexSecStatement.ref │ ├── RealReversePrimalIndexSecTape.ref │ ├── RealReversePrimalIndexStatement.ref │ ├── RealReversePrimalIndexTape.ref │ ├── RealReversePrimalIndexVariableAdjointInterfaceAggregates.ref │ ├── RealReversePrimalIndexVariableAdjointInterfacePreacc.ref │ ├── RealReversePrimalIndexVariableAdjointInterfaceSecAggregates.ref │ ├── RealReversePrimalIndexVariableAdjointInterfaceSecPreacc.ref │ ├── RealReversePrimalIndexVariableAdjointInterfaceSecStatement.ref │ ├── RealReversePrimalIndexVariableAdjointInterfaceSecTape.ref │ ├── RealReversePrimalIndexVariableAdjointInterfaceStatement.ref │ ├── RealReversePrimalIndexVariableAdjointInterfaceTape.ref │ ├── RealReversePrimalIndexVariableAdjointInterfaceVecAggregates.ref │ ├── RealReversePrimalIndexVariableAdjointInterfaceVecPreacc.ref │ ├── RealReversePrimalIndexVariableAdjointInterfaceVecStatement.ref │ ├── RealReversePrimalIndexVariableAdjointInterfaceVecTape.ref │ ├── RealReversePrimalIndexVecAggregates.ref │ ├── RealReversePrimalIndexVecPreacc.ref │ ├── RealReversePrimalIndexVecStatement.ref │ ├── RealReversePrimalIndexVecTape.ref │ ├── RealReversePrimalPreacc.ref │ ├── RealReversePrimalSecAggregates.ref │ ├── RealReversePrimalSecPreacc.ref │ ├── RealReversePrimalSecStatement.ref │ ├── RealReversePrimalSecTape.ref │ ├── RealReversePrimalStatement.ref │ ├── RealReversePrimalTape.ref │ ├── RealReversePrimalVariableAdjointInterfaceAggregates.ref │ ├── RealReversePrimalVariableAdjointInterfacePreacc.ref │ ├── RealReversePrimalVariableAdjointInterfaceSecAggregates.ref │ ├── RealReversePrimalVariableAdjointInterfaceSecPreacc.ref │ ├── RealReversePrimalVariableAdjointInterfaceSecStatement.ref │ ├── RealReversePrimalVariableAdjointInterfaceSecTape.ref │ ├── RealReversePrimalVariableAdjointInterfaceStatement.ref │ ├── RealReversePrimalVariableAdjointInterfaceTape.ref │ ├── RealReversePrimalVariableAdjointInterfaceVecAggregates.ref │ ├── RealReversePrimalVariableAdjointInterfaceVecPreacc.ref │ ├── RealReversePrimalVariableAdjointInterfaceVecStatement.ref │ ├── RealReversePrimalVariableAdjointInterfaceVecTape.ref │ ├── RealReversePrimalVecAggregates.ref │ ├── RealReversePrimalVecPreacc.ref │ ├── RealReversePrimalVecStatement.ref │ ├── RealReversePrimalVecTape.ref │ ├── RealReverseSecAggregates.ref │ ├── RealReverseSecPreacc.ref │ ├── RealReverseSecStatement.ref │ ├── RealReverseSecTape.ref │ ├── RealReverseStatement.ref │ ├── RealReverseTape.ref │ ├── RealReverseVecAggregates.ref │ ├── RealReverseVecPreacc.ref │ ├── RealReverseVecStatement.ref │ └── RealReverseVecTape.ref └── src │ ├── driverForward.cpp │ ├── driverReverse.cpp │ └── driverReversePrimal.cpp ├── functional ├── Makefile ├── include │ └── tapeReadWriteBase.hpp ├── results │ ├── tapeRead │ │ └── tapeRead.out │ ├── tapeWrite │ │ ├── jacobian_linearBinary.dat │ │ ├── jacobian_linearBinaryIO.dat │ │ ├── jacobian_linearGraph.dot │ │ ├── jacobian_linearText.txt │ │ ├── jacobian_linearTextIO.txt │ │ ├── jacobian_multiuseBinary.dat │ │ ├── jacobian_multiuseBinaryIO.dat │ │ ├── jacobian_multiuseGraph.dot │ │ ├── jacobian_multiuseText.txt │ │ ├── jacobian_multiuseTextIO.txt │ │ ├── jacobian_reuseBinary.dat │ │ ├── jacobian_reuseBinaryIO.dat │ │ ├── jacobian_reuseGraph.dot │ │ ├── jacobian_reuseText.txt │ │ ├── jacobian_reuseTextIO.txt │ │ ├── primal_linearBinary.dat │ │ ├── primal_linearBinary.hpp │ │ ├── primal_linearBinaryIO.dat │ │ ├── primal_linearGraph.dot │ │ ├── primal_linearMath.txt │ │ ├── primal_linearText.hpp │ │ ├── primal_linearText.txt │ │ ├── primal_linearTextIO.txt │ │ ├── primal_multiuseBinary.dat │ │ ├── primal_multiuseBinary.hpp │ │ ├── primal_multiuseBinaryIO.dat │ │ ├── primal_multiuseBinaryPrimals.dat │ │ ├── primal_multiuseGraph.dot │ │ ├── primal_multiuseMath.txt │ │ ├── primal_multiuseText.hpp │ │ ├── primal_multiuseText.txt │ │ ├── primal_multiuseTextIO.txt │ │ ├── primal_multiuseTextPrimals.txt │ │ ├── primal_reuseBinary.dat │ │ ├── primal_reuseBinary.hpp │ │ ├── primal_reuseBinaryIO.dat │ │ ├── primal_reuseBinaryPrimals.dat │ │ ├── primal_reuseGraph.dot │ │ ├── primal_reuseMath.txt │ │ ├── primal_reuseText.hpp │ │ ├── primal_reuseText.txt │ │ ├── primal_reuseTextIO.txt │ │ ├── primal_reuseTextPrimals.txt │ │ └── tapeWrite.out │ └── testTagging │ │ └── run.out ├── scripts │ └── compare.sh └── src │ ├── tapeRead.cpp │ ├── tapeWrite.cpp │ └── testTagging.cpp └── general ├── Makefile ├── Makefile.drivers ├── include ├── compareFiles.h ├── drivers │ ├── codi │ │ ├── evalHelper0thOrder.hpp │ │ ├── evalHelper1stOrder.hpp │ │ ├── evalHelper2ndOrder.hpp │ │ ├── forward1stOrder.hpp │ │ ├── forwardTape1stOrder.hpp │ │ ├── reverse1stOrder.hpp │ │ ├── reverse1stOrderBase.hpp │ │ ├── reverse1stOrderVectorHelper.hpp │ │ └── run0thOrder.hpp │ ├── driver0thOrderBase.hpp │ ├── driver1stOrderBase.hpp │ ├── driver2ndOrderBase.hpp │ ├── driverBase.hpp │ └── driverInterface.hpp ├── output.hpp ├── testInterface.hpp ├── testMacros.hpp └── tests │ ├── allTests.hpp │ ├── basic │ ├── testCopy.hpp │ ├── testCopyHigherOrder.hpp │ ├── testExpr.hpp │ ├── testExprHigherOrder.hpp │ ├── testIndices.hpp │ └── testOutput.hpp │ ├── exceptions │ ├── testOneArgumentExceptions.hpp │ └── testTwoArgumentExceptions.hpp │ ├── expressions │ ├── complex │ │ ├── complexTestHelpers.hpp │ │ ├── testComplexAssignOperators.hpp │ │ ├── testComplexOneArgumentExpr1.hpp │ │ ├── testComplexOneArgumentExpr2.hpp │ │ └── testComplexTwoArgumentExpr1.hpp │ ├── testAssignOperators1.hpp │ ├── testAssignOperators2.hpp │ ├── testBigExpressions.hpp │ ├── testIncrementOperators.hpp │ ├── testOneArgumentExpr1.hpp │ ├── testOneArgumentExpr2.hpp │ ├── testOneArgumentExpr3.hpp │ ├── testTwoArgumentExpr1.hpp │ └── testTwoArgumentExpr2.hpp │ ├── externalFunctions │ ├── multiplyExternalFunction.hpp │ ├── testExtFunctionCall.hpp │ ├── testExtFunctionCallMultiple.hpp │ └── testExtFunctionComplex.hpp │ ├── io │ ├── testIO.hpp │ └── testSwap.hpp │ ├── tools │ ├── helpers │ │ ├── baseLinearSystemSolverHandler.hpp │ │ ├── basePreaccumulation.hpp │ │ ├── basePreaccumulationForward.hpp │ │ ├── basePreaccumulationForwardInvalidAdjoint.hpp │ │ ├── basePreaccumulationLargeStatement.hpp │ │ ├── basePreaccumulationPassiveValue.hpp │ │ ├── basePreaccumulationZeroJacobi.hpp │ │ ├── multiplyExternalFunctionHelper.hpp │ │ ├── testEigenLinearSystemSolverHandler.hpp │ │ ├── testEigenSparseLinearSystemSolverHandler.hpp │ │ ├── testEnzymeExternalFunctionHelper.hpp │ │ ├── testExternalFunctionHelper.hpp │ │ ├── testExternalFunctionHelperPassive.hpp │ │ ├── testPreaccumulation.hpp │ │ ├── testPreaccumulationForward.hpp │ │ ├── testPreaccumulationForwardInvalidAdjoint.hpp │ │ ├── testPreaccumulationLargeStatement.hpp │ │ ├── testPreaccumulationLocalAdjointVector.hpp │ │ ├── testPreaccumulationLocalAdjointVectorForward.hpp │ │ ├── testPreaccumulationLocalAdjointVectorForwardInvalidAdjoint.hpp │ │ ├── testPreaccumulationLocalAdjointVectorLargeStatement.hpp │ │ ├── testPreaccumulationLocalAdjointVectorOffset.hpp │ │ ├── testPreaccumulationLocalAdjointVectorOffsetForward.hpp │ │ ├── testPreaccumulationLocalAdjointVectorOffsetForwardInvalidAdjoint.hpp │ │ ├── testPreaccumulationLocalAdjointVectorOffsetLargeStatement.hpp │ │ ├── testPreaccumulationLocalAdjointVectorOffsetPassiveValue.hpp │ │ ├── testPreaccumulationLocalAdjointVectorOffsetZeroJacobi.hpp │ │ ├── testPreaccumulationLocalAdjointVectorPassiveValue.hpp │ │ ├── testPreaccumulationLocalAdjointVectorPreprocessTape.hpp │ │ ├── testPreaccumulationLocalAdjointVectorPreprocessTapeForward.hpp │ │ ├── testPreaccumulationLocalAdjointVectorPreprocessTapeForwardInvalidAdjoint.hpp │ │ ├── testPreaccumulationLocalAdjointVectorPreprocessTapeLargeStatement.hpp │ │ ├── testPreaccumulationLocalAdjointVectorPreprocessTapePassiveValue.hpp │ │ ├── testPreaccumulationLocalAdjointVectorPreprocessTapeZeroJacobi.hpp │ │ ├── testPreaccumulationLocalAdjointVectorZeroJacobi.hpp │ │ ├── testPreaccumulationLocalAdjoints.hpp │ │ ├── testPreaccumulationLocalAdjointsForward.hpp │ │ ├── testPreaccumulationLocalAdjointsForwardInvalidAdjoint.hpp │ │ ├── testPreaccumulationLocalAdjointsLargeStatement.hpp │ │ ├── testPreaccumulationLocalAdjointsPassiveValue.hpp │ │ ├── testPreaccumulationLocalAdjointsZeroJacobi.hpp │ │ ├── testPreaccumulationLocalMappedAdjoints.hpp │ │ ├── testPreaccumulationLocalMappedAdjointsForward.hpp │ │ ├── testPreaccumulationLocalMappedAdjointsForwardInvalidAdjoint.hpp │ │ ├── testPreaccumulationLocalMappedAdjointsLargeStatement.hpp │ │ ├── testPreaccumulationLocalMappedAdjointsPassiveValue.hpp │ │ ├── testPreaccumulationLocalMappedAdjointsZeroJacobi.hpp │ │ ├── testPreaccumulationPassiveValue.hpp │ │ ├── testPreaccumulationZeroJacobi.hpp │ │ ├── testReset.hpp │ │ └── testStatementPushHelper.hpp │ ├── lowlevelFunctions │ │ └── linearAlgebra │ │ │ └── testMatrixMatrixMultiplication.hpp │ └── testReferenceActiveType.hpp │ └── traits │ ├── testDataExtractionTraits.hpp │ ├── testNumericLimits.hpp │ └── testTapeRegistrationTraits.hpp ├── results ├── deriv0th │ ├── AssignOperators1.out │ ├── AssignOperators2.out │ ├── BigExpressions.out │ ├── ComplexAssignOperators.out │ ├── ComplexOneArgumentExpr1.out │ ├── ComplexOneArgumentExpr2.out │ ├── ComplexTwoArgumentExpr1.out │ ├── Copy.out │ ├── CopyHigherOrder.out │ ├── DataExtractionTraits.out │ ├── EigenLinearSystemSolverHandler.out │ ├── EigenSparseLinearSystemSolverHandler.out │ ├── EnzymeExternalFunctionHelper.out │ ├── Expr.out │ ├── ExprHigherOrder.out │ ├── ExtFunctionCall.out │ ├── ExtFunctionCallMultiple.out │ ├── ExtFunctionComplex.out │ ├── ExternalFunctionHelper.out │ ├── ExternalFunctionHelperPassive.out │ ├── IO.out │ ├── IncrementOperators.out │ ├── Indices.out │ ├── MatrixMatrixMultiplication.out │ ├── NumericLimits.out │ ├── OneArgumentExceptions.out │ ├── OneArgumentExpr1.out │ ├── OneArgumentExpr2.out │ ├── OneArgumentExpr3.out │ ├── Output.out │ ├── Preaccumulation.out │ ├── PreaccumulationForward.out │ ├── PreaccumulationForwardInvalidAdjoint.out │ ├── PreaccumulationLargeStatement.out │ ├── PreaccumulationLocalAdjointVector.out │ ├── PreaccumulationLocalAdjointVectorForward.out │ ├── PreaccumulationLocalAdjointVectorForwardInvalidAdjoint.out │ ├── PreaccumulationLocalAdjointVectorLargeStatement.out │ ├── PreaccumulationLocalAdjointVectorOffset.out │ ├── PreaccumulationLocalAdjointVectorOffsetForward.out │ ├── PreaccumulationLocalAdjointVectorOffsetForwardInvalidAdjoint.out │ ├── PreaccumulationLocalAdjointVectorOffsetLargeStatement.out │ ├── PreaccumulationLocalAdjointVectorOffsetPassiveValue.out │ ├── PreaccumulationLocalAdjointVectorOffsetZeroJacobi.out │ ├── PreaccumulationLocalAdjointVectorPassiveValue.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTape.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTapeForward.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTapeForwardInvalidAdjoint.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTapeLargeStatement.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTapePassiveValue.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTapeZeroJacobi.out │ ├── PreaccumulationLocalAdjointVectorZeroJacobi.out │ ├── PreaccumulationLocalAdjoints.out │ ├── PreaccumulationLocalAdjointsForward.out │ ├── PreaccumulationLocalAdjointsForwardInvalidAdjoint.out │ ├── PreaccumulationLocalAdjointsLargeStatement.out │ ├── PreaccumulationLocalAdjointsPassiveValue.out │ ├── PreaccumulationLocalAdjointsZeroJacobi.out │ ├── PreaccumulationLocalMappedAdjoints.out │ ├── PreaccumulationLocalMappedAdjointsForward.out │ ├── PreaccumulationLocalMappedAdjointsForwardInvalidAdjoint.out │ ├── PreaccumulationLocalMappedAdjointsLargeStatement.out │ ├── PreaccumulationLocalMappedAdjointsPassiveValue.out │ ├── PreaccumulationLocalMappedAdjointsZeroJacobi.out │ ├── PreaccumulationPassiveValue.out │ ├── PreaccumulationZeroJacobi.out │ ├── ReferenceActiveType.out │ ├── Reset.out │ ├── StatementPushHelper.out │ ├── Swap.out │ ├── TapeRegistrationTraits.out │ ├── TwoArgumentExceptions.out │ ├── TwoArgumentExpr1.out │ └── TwoArgumentExpr2.out ├── deriv1st │ ├── AssignOperators1.out │ ├── AssignOperators2.out │ ├── BigExpressions.out │ ├── ComplexAssignOperators.out │ ├── ComplexOneArgumentExpr1.out │ ├── ComplexOneArgumentExpr2.out │ ├── ComplexTwoArgumentExpr1.out │ ├── Copy.out │ ├── CopyHigherOrder.out │ ├── DataExtractionTraits.out │ ├── EigenLinearSystemSolverHandler.out │ ├── EigenSparseLinearSystemSolverHandler.out │ ├── EnzymeExternalFunctionHelper.out │ ├── Expr.out │ ├── ExprHigherOrder.out │ ├── ExtFunctionCall.out │ ├── ExtFunctionCallMultiple.out │ ├── ExtFunctionComplex.out │ ├── ExternalFunctionHelper.out │ ├── ExternalFunctionHelperPassive.out │ ├── IO.out │ ├── IncrementOperators.out │ ├── Indices.out │ ├── MatrixMatrixMultiplication.out │ ├── NumericLimits.out │ ├── OneArgumentExceptions.out │ ├── OneArgumentExpr1.out │ ├── OneArgumentExpr2.out │ ├── OneArgumentExpr3.out │ ├── Output.out │ ├── Preaccumulation.out │ ├── PreaccumulationForward.out │ ├── PreaccumulationForwardInvalidAdjoint.out │ ├── PreaccumulationLargeStatement.out │ ├── PreaccumulationLocalAdjointVector.out │ ├── PreaccumulationLocalAdjointVectorForward.out │ ├── PreaccumulationLocalAdjointVectorForwardInvalidAdjoint.out │ ├── PreaccumulationLocalAdjointVectorLargeStatement.out │ ├── PreaccumulationLocalAdjointVectorOffset.out │ ├── PreaccumulationLocalAdjointVectorOffsetForward.out │ ├── PreaccumulationLocalAdjointVectorOffsetForwardInvalidAdjoint.out │ ├── PreaccumulationLocalAdjointVectorOffsetLargeStatement.out │ ├── PreaccumulationLocalAdjointVectorOffsetPassiveValue.out │ ├── PreaccumulationLocalAdjointVectorOffsetZeroJacobi.out │ ├── PreaccumulationLocalAdjointVectorPassiveValue.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTape.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTapeForward.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTapeForwardInvalidAdjoint.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTapeLargeStatement.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTapePassiveValue.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTapeZeroJacobi.out │ ├── PreaccumulationLocalAdjointVectorZeroJacobi.out │ ├── PreaccumulationLocalAdjoints.out │ ├── PreaccumulationLocalAdjointsForward.out │ ├── PreaccumulationLocalAdjointsForwardInvalidAdjoint.out │ ├── PreaccumulationLocalAdjointsLargeStatement.out │ ├── PreaccumulationLocalAdjointsPassiveValue.out │ ├── PreaccumulationLocalAdjointsZeroJacobi.out │ ├── PreaccumulationLocalMappedAdjoints.out │ ├── PreaccumulationLocalMappedAdjointsForward.out │ ├── PreaccumulationLocalMappedAdjointsForwardInvalidAdjoint.out │ ├── PreaccumulationLocalMappedAdjointsLargeStatement.out │ ├── PreaccumulationLocalMappedAdjointsPassiveValue.out │ ├── PreaccumulationLocalMappedAdjointsZeroJacobi.out │ ├── PreaccumulationPassiveValue.out │ ├── PreaccumulationZeroJacobi.out │ ├── ReferenceActiveType.out │ ├── Reset.out │ ├── StatementPushHelper.out │ ├── Swap.out │ ├── TapeRegistrationTraits.out │ ├── TwoArgumentExceptions.out │ ├── TwoArgumentExpr1.out │ └── TwoArgumentExpr2.out └── deriv2nd │ ├── AssignOperators1.out │ ├── AssignOperators2.out │ ├── BigExpressions.out │ ├── ComplexAssignOperators.out │ ├── ComplexOneArgumentExpr1.out │ ├── ComplexOneArgumentExpr2.out │ ├── ComplexTwoArgumentExpr1.out │ ├── Copy.out │ ├── CopyHigherOrder.out │ ├── DataExtractionTraits.out │ ├── EigenLinearSystemSolverHandler.out │ ├── EigenSparseLinearSystemSolverHandler.out │ ├── EnzymeExternalFunctionHelper.out │ ├── Expr.out │ ├── ExprHigherOrder.out │ ├── ExtFunctionCall.out │ ├── ExtFunctionCallMultiple.out │ ├── ExtFunctionComplex.out │ ├── ExternalFunctionHelper.out │ ├── ExternalFunctionHelperPassive.out │ ├── IO.out │ ├── IncrementOperators.out │ ├── Indices.out │ ├── MatrixMatrixMultiplication.out │ ├── NumericLimits.out │ ├── OneArgumentExceptions.out │ ├── OneArgumentExpr1.out │ ├── OneArgumentExpr2.out │ ├── OneArgumentExpr3.out │ ├── Output.out │ ├── Preaccumulation.out │ ├── PreaccumulationForward.out │ ├── PreaccumulationForwardInvalidAdjoint.out │ ├── PreaccumulationLargeStatement.out │ ├── PreaccumulationLocalAdjointVector.out │ ├── PreaccumulationLocalAdjointVectorForward.out │ ├── PreaccumulationLocalAdjointVectorForwardInvalidAdjoint.out │ ├── PreaccumulationLocalAdjointVectorLargeStatement.out │ ├── PreaccumulationLocalAdjointVectorOffset.out │ ├── PreaccumulationLocalAdjointVectorOffsetForward.out │ ├── PreaccumulationLocalAdjointVectorOffsetForwardInvalidAdjoint.out │ ├── PreaccumulationLocalAdjointVectorOffsetLargeStatement.out │ ├── PreaccumulationLocalAdjointVectorOffsetPassiveValue.out │ ├── PreaccumulationLocalAdjointVectorOffsetZeroJacobi.out │ ├── PreaccumulationLocalAdjointVectorPassiveValue.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTape.out │ ├── PreaccumulationLocalAdjointVectorPreprocessTapeForward.out │ ├── 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