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| JacobianReuseTape () |
| Constructor.
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void | clearAdjoints (Position const &start, Position const &end, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Clear all adjoints that would be set in a tape evaluation from start to end. It has to hold start >= end.
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void | clearAdjoints (AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Clear all adjoint values, that is, set them to zero.
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void | erase (Position const &start, Position const &end) |
| Erase a part of the tape. It has to hold start <= end.
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void | erase (Position const &start, Position const &end, JacobianReuseTape &emptyTape) |
| Erase a part of the tape. It has to hold start <= end. This variant of erase takes a reference to an empty helper tape. It is used as a buffer to implement erase via reset and append while avoiding the overhead of allocating a temporary tape for each erase call. Upon returning, emptyTape is guaranteed to be empty again, in the sense of a tape reset.
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void | append (JacobianReuseTape &srcTape, Position const &start, Position const &end) |
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| JacobianBaseTape () |
| Constructor.
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Gradient & | gradient (Identifier const &identifier, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Reference access to gradient.
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Gradient const & | gradient (Identifier const &identifier, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) const |
| Constant reference access to gradient.
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void | initIdentifier (Real &value, Identifier &identifier) |
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void | destroyIdentifier (Real &value, Identifier &identifier) |
| Has to be called for each identifier, before it is deallocated.
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void | store (LhsExpressionInterface< Real, Gradient, Impl, Lhs > &lhs, ExpressionInterface< Real, Rhs > const &rhs) |
| Has to be called by an AD variable every time it is assigned.
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void | store (LhsExpressionInterface< Real, Gradient, Impl, Lhs > &lhs, LhsExpressionInterface< Real, Gradient, Impl, Rhs > const &rhs) |
| Has to be called by an AD variable every time it is assigned.
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void | store (LhsExpressionInterface< Real, Gradient, Impl, Lhs > &lhs, Real const &rhs) |
| Has to be called by an AD variable every time it is assigned.
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void | registerInput (LhsExpressionInterface< Real, Gradient, Impl, Lhs > &value) |
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void | clearAdjoints (AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Clear all adjoint values, that is, set them to zero.
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void | evaluate (Position const &start, Position const &end, Adjoint *data) |
| Perform a reverse evaluation for a part of the tape. It hast to hold start >= end.
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void | evaluateForward (Position const &start, Position const &end, Adjoint *data) |
| Perform a reverse evaluation for a part of the tape. It hast to hold start >= end.
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void | evaluate (Position const &start, Position const &end, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Perform a reverse evaluation for a part of the tape. It hast to hold start >= end.
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void | evaluateForward (Position const &start, Position const &end, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Perform a forward evaluation of a part of the tape. It has to hold start <= end.
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void | swap (Impl &other) |
| Swap all data with an other tape.
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void | deleteAdjointVector () |
| Delete the adjoint vector. See Adjoint vector management.
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void | resizeAdjointVector () |
| Explicitly trigger resizing of the adjoint vector. See Adjoint vector management.
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void | beginUseAdjointVector () |
| Declare that the adjoint vector is being used. See Adjoint vector management.
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void | endUseAdjointVector () |
| Declare that the adjoint vector is no longer used. See Adjoint vector management.
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size_t | getParameter (TapeParameters parameter) const |
| See Parameters functions.
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void | setParameter (TapeParameters parameter, size_t value) |
| See Parameters functions.
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VectorAccess< Gradient > * | createVectorAccess () |
| See Adjoint vector access.
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VectorAccess< Adjoint > * | createVectorAccessCustomAdjoints (Adjoint *data) |
| See Adjoint vector access.
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void | deleteVectorAccess (VectorAccessInterface< Real, Identifier > *access) |
| See Adjoint vector access.
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Real | registerExternalFunctionOutput (LhsExpressionInterface< Real, Gradient, Impl, Lhs > &value) |
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void | pushJacobianManual (Real const &jacobian, Real const &value, Identifier const &index) |
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void | storeManual (Real const &lhsValue, Identifier &lhsIndex, Config::ArgumentSize const &size) |
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void | pushLowLevelFunction (Config::LowLevelFunctionToken token, size_t size, ByteDataView &data) |
| Push a low level function to the tape.
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void | evaluateKeepState (Position const &start, Position const &end, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Perform a tape evaluation but restore the state afterwards such that it is the same as when the evaluation started. It hast to hold start >= end.
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void | evaluateForwardKeepState (Position const &start, Position const &end, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Perform a tape evaluation but restore the state afterwards such that it is the same as when the evaluation started. It hast to hold start <= end.
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void | evaluatePrimal (Position const &start, Position const &end) |
| Not implemented, raises an exception.
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Real & | primal (Identifier const &identifier) |
| Not implemented, raises an exception.
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Real | primal (Identifier const &identifier) const |
| Not implemented, raises an exception.
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| CommonTapeImplementation () |
| Constructor.
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| CommonTapeImplementation (CommonTapeImplementation &&)=delete |
| Do not allow move construction. Relevant use cases should be covered by swap.
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| CommonTapeImplementation (CommonTapeImplementation const &)=delete |
| Do not allow copy construction.
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CommonTapeImplementation & | operator= (CommonTapeImplementation &&)=delete |
| Do not allow move assignment. Relevant use cases should be covered by swap.
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CommonTapeImplementation & | operator= (CommonTapeImplementation const &)=delete |
| Do not allow copy assignment.
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void | setGradient (Identifier const &identifier, Gradient const &gradient, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Set the gradient.
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Gradient const & | getGradient (Identifier const &identifier, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) const |
| Set the gradient.
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void | evaluate (AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Perform a full reverse evaluation of the tape.
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template<typename Lhs > |
void | registerOutput (LhsExpressionInterface< Real, Gradient, Impl, Lhs > &value) |
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void | setActive () |
| Start/continue recording of statements.
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void | setPassive () |
| Stop/interrupt recording of statements.
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bool | isActive () const |
| Check if the tape is recording.
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template<typename Stream = std::ostream> |
void | printStatistics (Stream &out=std::cout) const |
| Default formatting of TapeValues.
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template<typename Stream = std::ostream> |
void | printTableHeader (Stream &out=std::cout) const |
| Table header output of TapeValues.
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template<typename Stream = std::ostream> |
void | printTableRow (Stream &out=std::cout) const |
| Table row output of TapeValues.
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TapeValues | getTapeValues () const |
| Get current tape values.
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void | reset (bool resetAdjoints=true, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Reset the tape to the initial state for a fresh recording.
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void | swap (Impl &other) |
| Swap all data with an other tape.
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void | resetHard () |
| Delete everything and return to the state after construction, as far as possible.
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void | writeToFile (const std::string &filename) |
| See File IO functions.
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void | readFromFile (const std::string &filename) |
| See File IO functions.
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void | deleteData () |
| See File IO functions.
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std::set< TapeParameters > const & | getAvailableParameters () const |
| See Parameters functions.
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size_t | getParameter (TapeParameters parameter) const |
| See Parameters functions.
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bool | hasParameter (TapeParameters parameter) const |
| See Parameters functions.
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void | setParameter (TapeParameters parameter, size_t value) |
| See Parameters functions.
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void | pushExternalFunction (ExternalFunction< Impl > const &extFunc) |
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void | evaluateForward (AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Perform a forward evaluation of a part of the tape. It has to hold start <= end.
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Identifier | getPassiveIndex () const |
| Identifier for passive values. Usually 0.
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Identifier | getInvalidIndex () const |
| Invalid identifier.
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bool | isIdentifierActive (Identifier const &index) const |
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template<typename Lhs > |
void | deactivateValue (LhsExpressionInterface< Real, Gradient, Impl, Lhs > &value) |
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Position | getPosition () const |
| Current position of the tape.
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Position | getZeroPosition () const |
| Initial position of the tape.
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void | resetTo (Position const &pos, bool resetAdjoints=true, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Reset the tape to the provided position.
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void | evaluatePrimal () |
| Perform a full (forward) reevaluation of the primals in the tape.
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void | setPrimal (Identifier const &identifier, Real const &primal) |
| Set primal value.
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Real const & | getPrimal (Identifier const &identifier) const |
| Get primal value.
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TemporaryMemory & | getTemporaryMemory () |
| Temporary memory that can be used for dynamic data both during the evaluation and the recording.
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Config::LowLevelFunctionToken | registerLowLevelFunction (LowLevelFunctionEntry< Impl, Real, Identifier > const &entry) |
| Register a low level function on the tape.
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template<typename Adjoint > |
void | evaluate (Position const &start, Position const &end, Adjoint *data) |
| Perform a reverse evaluation for a part of the tape. It hast to hold start >= end.
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template<typename Adjoint > |
void | evaluateForward (Position const &start, Position const &end, Adjoint *data) |
| Perform a forward evaluation of a part of the tape. It has to hold start <= end.
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void | evaluateForward (Position const &start, Position const &end, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Perform a forward evaluation of a part of the tape. It has to hold start <= end.
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void | evaluateForward (AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Perform a forward evaluation of the full tape.
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void | evaluate (Position const &start, Position const &end, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Perform a reverse evaluation for a part of the tape. It hast to hold start >= end.
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void | clearAdjoints (Position const &start, Position const &end, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Clear all adjoints that would be set in a tape evaluation from start to end. It has to hold start >= end.
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Position | getPosition () const |
| Current position of the tape.
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Position | getZeroPosition () const |
| Initial position of the tape.
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void | resetTo (Position const &pos, bool resetAdjoints=true, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Reset the tape to the provided position.
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void | writeToFile (std::string const &filename) const |
| See File IO functions.
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void | readFromFile (std::string const &filename) |
| See File IO functions.
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void | deleteData () |
| See File IO functions.
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std::set< TapeParameters > const & | getAvailableParameters () const |
| See Parameters functions.
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size_t | getParameter (TapeParameters parameter) const |
| See Parameters functions.
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bool | hasParameter (TapeParameters parameter) const |
| See Parameters functions.
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void | setParameter (TapeParameters parameter, size_t value) |
| See Parameters functions.
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VectorAccessInterface< Real, Identifier > * | createVectorAccess () |
| See Adjoint vector access.
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template<typename Adjoint > |
VectorAccessInterface< Real, Identifier > * | createVectorAccessCustomAdjoints (Adjoint *data) |
| See Adjoint vector access.
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void | deleteVectorAccess (VectorAccessInterface< Real, Identifier > *access) |
| See Adjoint vector access.
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void | resizeAdjointVector () |
| Explicitly trigger resizing of the adjoint vector. See Adjoint vector management.
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void | deleteAdjointVector () |
| Delete the adjoint vector. See Adjoint vector management.
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void | beginUseAdjointVector () |
| Declare that the adjoint vector is being used. See Adjoint vector management.
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void | endUseAdjointVector () |
| Declare that the adjoint vector is no longer used. See Adjoint vector management.
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void | swap (DataManagementTapeInterface &other) |
| Swap all data with an other tape.
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void | resetHard () |
| Delete everything and return to the state after construction, as far as possible.
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template<typename Lhs , typename Tape > |
Real | registerExternalFunctionOutput (LhsExpressionInterface< Real, Gradient, Tape, Lhs > &value) |
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void | pushExternalFunction (ExternalFunction< ExternalFunctionTapeInterface > const &extFunc) |
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void | setGradient (Identifier const &identifier, Gradient const &gradient, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Set the gradient.
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Gradient const & | getGradient (Identifier const &identifier, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) const |
| Set the gradient.
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Gradient & | gradient (Identifier const &identifier, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Reference access to gradient.
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Gradient const & | gradient (Identifier const &identifier, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) const |
| Constant reference access to gradient.
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Identifier | getPassiveIndex () const |
| Identifier for passive values. Usually 0.
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Identifier | getInvalidIndex () const |
| Invalid identifier.
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bool | isIdentifierActive (Identifier const &index) const |
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template<typename Lhs , typename Tape > |
void | deactivateValue (LhsExpressionInterface< Real, Gradient, Tape, Lhs > &value) |
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template<typename Real > |
void | initIdentifier (Real &value, Identifier &identifier) |
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template<typename Real > |
void | destroyIdentifier (Real &value, Identifier &identifier) |
| Has to be called for each identifier, before it is deallocated.
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template<typename Lhs , typename Rhs > |
void | store (Lhs &lhs, Rhs const &rhs) |
| Has to be called by an AD variable every time it is assigned.
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TemporaryMemory & | getTemporaryMemory () |
| Temporary memory that can be used for dynamic data both during the evaluation and the recording.
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void | pushLowLevelFunction (Config::LowLevelFunctionToken token, size_t size, ByteDataView &data) |
| Push a low level function to the tape.
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Config::LowLevelFunctionToken | registerLowLevelFunction (LowLevelFunctionEntry< LowLevelFunctionTapeInterface, Real, Identifier > const &entry) |
| Register a low level function on the tape.
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void | pushJacobianManual (Real const &jacobian, Real const &value, Identifier const &index) |
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void | storeManual (Real const &lhsValue, Identifier &lhsIndex, Config::ArgumentSize const &size) |
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void | evaluateKeepState (Position const &start, Position const &end, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Perform a tape evaluation but restore the state afterwards such that it is the same as when the evaluation started. It hast to hold start >= end.
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void | evaluateForwardKeepState (Position const &start, Position const &end, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Perform a tape evaluation but restore the state afterwards such that it is the same as when the evaluation started. It hast to hold start <= end.
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void | evaluatePrimal (Position const &start, Position const &end) |
| Perform a partly (forward) reevaluation of the primals in the tape. It has to hold start <= end.
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void | evaluatePrimal () |
| Perform a full (forward) reevaluation of the primals in the tape.
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void | setPrimal (Identifier const &identifier, Real const &gradient) |
| Set primal value.
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Real const & | getPrimal (Identifier const &identifier) const |
| Get primal value.
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Real & | primal (Identifier const &identifier) |
| Writable reference to primal value.
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Real const & | primal (Identifier const &identifier) const |
| Read only reference to primal value.
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void | revertPrimals (Position const &pos) |
| Revert the primals to the state indicated by pos.
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template<typename Lhs , typename Tape > |
void | registerInput (LhsExpressionInterface< Real, Gradient, Tape, Lhs > &value) |
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template<typename Lhs , typename Tape > |
void | registerOutput (LhsExpressionInterface< Real, Gradient, Tape, Lhs > &value) |
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void | setActive () |
| Start/continue recording of statements.
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void | setPassive () |
| Stop/interrupt recording of statements.
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bool | isActive () const |
| Check if the tape is recording.
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void | evaluate (AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Perform a full reverse evaluation of the tape.
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void | clearAdjoints (AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Clear all adjoint values, that is, set them to zero.
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void | reset (bool resetAdjoints=true, AdjointsManagement adjointsManagement=AdjointsManagement::Automatic) |
| Reset the tape to the initial state for a fresh recording.
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template<typename Stream = std::ostream> |
void | printStatistics (Stream &out=std::cout) const |
| Default formatting of TapeValues.
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template<typename Stream = std::ostream> |
void | printTableHeader (Stream &out=std::cout) const |
| Table header output of TapeValues.
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template<typename Stream = std::ostream> |
void | printTableRow (Stream &out=std::cout) const |
| Table row output of TapeValues.
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TapeValues | getTapeValues () const |
| Get current tape values.
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void | erase (Position const &start, Position const &end) |
| Erase a part of the tape. It has to hold start <= end.
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void | erase (Position const &start, Position const &end, EditingTapeInterface &emptyTape) |
| Erase a part of the tape. It has to hold start <= end. This variant of erase takes a reference to an empty helper tape. It is used as a buffer to implement erase via reset and append while avoiding the overhead of allocating a temporary tape for each erase call. Upon returning, emptyTape is guaranteed to be empty again, in the sense of a tape reset.
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void | append (EditingTapeInterface &source, Position const &start, Position const &end) |
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template<LowLevelFunctionEntryCallKind callType, typename... Args> |
static void | callLowLevelFunction (LowLevelFunctionTapeInterface &tape, bool forward, size_t &curLLFByteDataPos, char *dataPtr, size_t &curLLFInfoDataPos, Config::LowLevelFunctionToken *const tokenPtr, Config::LowLevelFunctionDataSize *const dataSizePtr, Args &&... args) |
| Internal function for evaluating a low level function entry.
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static bool constexpr | AllowJacobianOptimization |
| See InternalStatementRecordingTapeInterface.
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static bool constexpr | HasPrimalValues |
| See PrimalEvaluationTapeInterface.
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static bool constexpr | LinearIndexHandling |
| See IdentifierInformationTapeInterface.
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static bool constexpr | RequiresPrimalRestore |
| See PrimalEvaluationTapeInterface.
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static bool constexpr | LinearIndexHandling = false |
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static bool constexpr | AllowJacobianOptimization |
| If certain operations can be hidden from the tape.
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static bool constexpr | HasPrimalValues = false |
| True if the tape has primal values.
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static bool constexpr | RequiresPrimalRestore |
| True if the primal state changes during a reverse or forward evaluation.
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TapeValues | internalGetTapeValues () const |
| Adds data from all streams, the size of the adjoint vector and index manager data.
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void | internalRegisterInput (LhsExpressionInterface< Real, Gradient, Impl, Lhs > &value, bool unusedIndex) |
| Add a new input to the tape.
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void | pushJacobians (ExpressionInterface< Real, Rhs > const &rhs) |
| Push Jacobians and delayed Jacobians to the tape.
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void | pushStmtData (Identifier const &index, Config::ArgumentSize const &numberOfArguments) |
| Add statement specific data to the data streams.
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void | deleteLowLevelFunctionData (Position const &pos) |
| Delete all external function data up to pos .
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void | incrementManualPushCounter () |
| Increment the manual push counter. Check against the declared push goal.
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void | initializeManualPushData (Real const &lhsValue, Identifier const &lhsIndex, size_t size) |
| Initialize all manual push data, including the counter. Check that a previous manual store is completed.
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TapeValues | internalGetTapeValues () const |
| Create tape values.
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void | init (typename ImplTapeTypes::NestedData *nested) |
| Initialize the base class.
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void | internalStoreLowLevelFunction (Config::LowLevelFunctionToken token, size_t size, ByteDataView &dataView) |
| Called by the implementing tapes to store a low level function. The size is reserved and allocated. The data view is populated with the pointer and can be used to write the data.
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static void | incrementAdjoints (Adjoint *adjointVector, Adjoint const &lhsAdjoint, Config::ArgumentSize const &numberOfArguments, size_t &curJacobianPos, Real const *const rhsJacobians, Identifier const *const rhsIdentifiers) |
| Performs the AD reverse equation for a statement.
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static void | incrementTangents (Adjoint const *const adjointVector, Adjoint &lhsAdjoint, Config::ArgumentSize const &numberOfArguments, size_t &curJacobianPos, Real const *const rhsJacobians, Identifier const *const rhsIdentifiers) |
| Performs the AD forward equation for a statement.
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static void | internalEvaluateForward_EvalStatements (Args &&... args) |
| Perform a forward evaluation of the tape. Arguments are from the recursive eval methods of the DataInterface.
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static void | internalEvaluateReverse_EvalStatements (Args &&... args) |
| Perform a reverse evaluation of the tape. Arguments are from the recursive eval methods of the DataInterface.
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template<LowLevelFunctionEntryCallKind callType, typename... Args> |
static void | callLowLevelFunction (Impl &impl, bool forward, size_t &curLLFByteDataPos, char *dataPtr, size_t &curLLFTInfoDataPos, Config::LowLevelFunctionToken *const tokenPtr, Config::LowLevelFunctionDataSize *const dataSizePtr, Args &&... args) |
| Called by the implementing tapes during a tape evaluation when a low level function statement has been reached.
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Adjoints | adjoints |
| Evaluation vector for AD.
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MemberStore< IndexManager, Impl, TapeTypes::IsStaticIndexHandler > | indexManager |
| Index manager.
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JacobianData | jacobianData |
| Data stream for argument specific data.
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StatementData | statementData |
| Data stream for statement specific data.
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bool | active |
| Whether or not the tape is in recording mode.
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TemporaryMemory | allocator |
| Allocator for temporary memory.
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LowLevelFunctionByteData | llfByteData |
| Byte data for low level functions.
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LowLevelFunctionInfoData | llfInfoData |
| Token and size data for low level functions.
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size_t | manualPushCounter |
| Count the pushes after storeManual, to identify the last push.
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size_t | manualPushGoal |
| Store the number of expected pushes after a storeManual call.
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Identifier | manualPushLhsIdentifier |
| For storeManual, remember the identifier assigned to the lhs.
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Real | manualPushLhsValue |
| For storeManual, remember the value assigned to the lhs.
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std::set< TapeParameters > | options |
| All options.
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static std::vector< LowLevelFunctionEntry< Impl, Real, Identifier > > * | lowLevelFunctionLookup = nullptr |
| Lookup table for low level function.
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