xref: /petsc/include/petscksp.h (revision 750b007cd8d816cecd9de99077bb0a703b4cf61a)
1 /*
2    Defines the interface functions for the Krylov subspace accelerators.
3 */
4 #ifndef PETSCKSP_H
5 #define PETSCKSP_H
6 
7 #include <petscpc.h>
8 
9 /* SUBMANSEC = KSP */
10 
11 PETSC_EXTERN PetscErrorCode KSPInitializePackage(void);
12 
13 /*S
14      KSP - Abstract PETSc object that manages all Krylov methods. This is the object that manages the
15          linear solves in PETSc (even those such as direct solvers that do no use Krylov accelerators).
16 
17    Level: beginner
18 
19    Note:
20     When a direct solver is used, but no Krylov solver is used, the KSP object is still used but with a
21     `KSPType` of `KSPPREONLY`, meaning that only application of the preconditioner is used as the linear solver.
22 
23 .seealso: `KSPCreate()`, `KSPSetType()`, `KSPType`, `SNES`, `TS`, `PC`, `KSP`, `KSPDestroy()`, `KSPCG`, `KSPGMRES`
24 S*/
25 typedef struct _p_KSP *KSP;
26 
27 /*J
28     KSPType - String with the name of a PETSc Krylov method.
29 
30    Level: beginner
31 
32 .seealso: `KSPSetType()`, `KSP`, `KSPRegister()`, `KSPCreate()`, `KSPSetFromOptions()`
33 J*/
34 typedef const char *KSPType;
35 #define KSPRICHARDSON "richardson"
36 #define KSPCHEBYSHEV  "chebyshev"
37 #define KSPCG         "cg"
38 #define KSPGROPPCG    "groppcg"
39 #define KSPPIPECG     "pipecg"
40 #define KSPPIPECGRR   "pipecgrr"
41 #define KSPPIPELCG    "pipelcg"
42 #define KSPPIPEPRCG   "pipeprcg"
43 #define KSPPIPECG2    "pipecg2"
44 #define KSPCGNE       "cgne"
45 #define KSPNASH       "nash"
46 #define KSPSTCG       "stcg"
47 #define KSPGLTR       "gltr"
48 #define KSPCGNASH     PETSC_DEPRECATED_MACRO("GCC warning \"KSPCGNASH macro is deprecated use KSPNASH (since version 3.11)\"") "nash"
49 #define KSPCGSTCG     PETSC_DEPRECATED_MACRO("GCC warning \"KSPCGSTCG macro is deprecated use KSPSTCG (since version 3.11)\"") "stcg"
50 #define KSPCGGLTR     PETSC_DEPRECATED_MACRO("GCC warning \"KSPCGGLTR macro is deprecated use KSPSGLTR (since version 3.11)\"") "gltr"
51 #define KSPFCG        "fcg"
52 #define KSPPIPEFCG    "pipefcg"
53 #define KSPGMRES      "gmres"
54 #define KSPPIPEFGMRES "pipefgmres"
55 #define KSPFGMRES     "fgmres"
56 #define KSPLGMRES     "lgmres"
57 #define KSPDGMRES     "dgmres"
58 #define KSPPGMRES     "pgmres"
59 #define KSPTCQMR      "tcqmr"
60 #define KSPBCGS       "bcgs"
61 #define KSPIBCGS      "ibcgs"
62 #define KSPQMRCGS     "qmrcgs"
63 #define KSPFBCGS      "fbcgs"
64 #define KSPFBCGSR     "fbcgsr"
65 #define KSPBCGSL      "bcgsl"
66 #define KSPPIPEBCGS   "pipebcgs"
67 #define KSPCGS        "cgs"
68 #define KSPTFQMR      "tfqmr"
69 #define KSPCR         "cr"
70 #define KSPPIPECR     "pipecr"
71 #define KSPLSQR       "lsqr"
72 #define KSPPREONLY    "preonly"
73 #define KSPNONE       "none"
74 #define KSPQCG        "qcg"
75 #define KSPBICG       "bicg"
76 #define KSPMINRES     "minres"
77 #define KSPSYMMLQ     "symmlq"
78 #define KSPLCD        "lcd"
79 #define KSPPYTHON     "python"
80 #define KSPGCR        "gcr"
81 #define KSPPIPEGCR    "pipegcr"
82 #define KSPTSIRM      "tsirm"
83 #define KSPCGLS       "cgls"
84 #define KSPFETIDP     "fetidp"
85 #define KSPHPDDM      "hpddm"
86 
87 /* Logging support */
88 PETSC_EXTERN PetscClassId KSP_CLASSID;
89 PETSC_EXTERN PetscClassId KSPGUESS_CLASSID;
90 PETSC_EXTERN PetscClassId DMKSP_CLASSID;
91 
92 PETSC_EXTERN PetscErrorCode KSPCreate(MPI_Comm, KSP *);
93 PETSC_EXTERN PetscErrorCode KSPSetType(KSP, KSPType);
94 PETSC_EXTERN PetscErrorCode KSPGetType(KSP, KSPType *);
95 PETSC_EXTERN PetscErrorCode KSPSetUp(KSP);
96 PETSC_EXTERN PetscErrorCode KSPSetUpOnBlocks(KSP);
97 PETSC_EXTERN PetscErrorCode KSPSolve(KSP, Vec, Vec);
98 PETSC_EXTERN PetscErrorCode KSPSolveTranspose(KSP, Vec, Vec);
99 PETSC_EXTERN PetscErrorCode KSPSetUseExplicitTranspose(KSP, PetscBool);
100 PETSC_EXTERN PetscErrorCode KSPMatSolve(KSP, Mat, Mat);
101 PETSC_EXTERN PetscErrorCode KSPSetMatSolveBatchSize(KSP, PetscInt);
102 PETSC_DEPRECATED_FUNCTION("Use KSPSetMatSolveBatchSize() (since version 3.15)") static inline PetscErrorCode KSPSetMatSolveBlockSize(KSP ksp, PetscInt n) {
103   return KSPSetMatSolveBatchSize(ksp, n);
104 }
105 PETSC_EXTERN PetscErrorCode KSPGetMatSolveBatchSize(KSP, PetscInt *);
106 PETSC_DEPRECATED_FUNCTION("Use KSPGetMatSolveBatchSize() (since version 3.15)") static inline PetscErrorCode KSPGetMatSolveBlockSize(KSP ksp, PetscInt *n) {
107   return KSPGetMatSolveBatchSize(ksp, n);
108 }
109 PETSC_EXTERN PetscErrorCode KSPReset(KSP);
110 PETSC_EXTERN PetscErrorCode KSPResetViewers(KSP);
111 PETSC_EXTERN PetscErrorCode KSPDestroy(KSP *);
112 PETSC_EXTERN PetscErrorCode KSPSetReusePreconditioner(KSP, PetscBool);
113 PETSC_EXTERN PetscErrorCode KSPGetReusePreconditioner(KSP, PetscBool *);
114 PETSC_EXTERN PetscErrorCode KSPSetSkipPCSetFromOptions(KSP, PetscBool);
115 PETSC_EXTERN PetscErrorCode KSPCheckSolve(KSP, PC, Vec);
116 
117 PETSC_EXTERN PetscFunctionList KSPList;
118 PETSC_EXTERN PetscFunctionList KSPGuessList;
119 PETSC_EXTERN PetscFunctionList KSPMonitorList;
120 PETSC_EXTERN PetscFunctionList KSPMonitorCreateList;
121 PETSC_EXTERN PetscFunctionList KSPMonitorDestroyList;
122 PETSC_EXTERN PetscErrorCode    KSPRegister(const char[], PetscErrorCode (*)(KSP));
123 PETSC_EXTERN PetscErrorCode    KSPMonitorRegister(const char[], PetscViewerType, PetscViewerFormat, PetscErrorCode (*)(KSP, PetscInt, PetscReal, PetscViewerAndFormat *), PetscErrorCode (*)(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **), PetscErrorCode (*)(PetscViewerAndFormat **));
124 
125 PETSC_EXTERN PetscErrorCode KSPSetPCSide(KSP, PCSide);
126 PETSC_EXTERN PetscErrorCode KSPGetPCSide(KSP, PCSide *);
127 PETSC_EXTERN PetscErrorCode KSPSetTolerances(KSP, PetscReal, PetscReal, PetscReal, PetscInt);
128 PETSC_EXTERN PetscErrorCode KSPGetTolerances(KSP, PetscReal *, PetscReal *, PetscReal *, PetscInt *);
129 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessNonzero(KSP, PetscBool);
130 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessNonzero(KSP, PetscBool *);
131 PETSC_EXTERN PetscErrorCode KSPSetErrorIfNotConverged(KSP, PetscBool);
132 PETSC_EXTERN PetscErrorCode KSPGetErrorIfNotConverged(KSP, PetscBool *);
133 PETSC_EXTERN PetscErrorCode KSPSetComputeEigenvalues(KSP, PetscBool);
134 PETSC_EXTERN PetscErrorCode KSPSetComputeRitz(KSP, PetscBool);
135 PETSC_EXTERN PetscErrorCode KSPGetComputeEigenvalues(KSP, PetscBool *);
136 PETSC_EXTERN PetscErrorCode KSPSetComputeSingularValues(KSP, PetscBool);
137 PETSC_EXTERN PetscErrorCode KSPGetComputeSingularValues(KSP, PetscBool *);
138 PETSC_EXTERN PetscErrorCode KSPGetRhs(KSP, Vec *);
139 PETSC_EXTERN PetscErrorCode KSPGetSolution(KSP, Vec *);
140 PETSC_EXTERN PetscErrorCode KSPGetResidualNorm(KSP, PetscReal *);
141 PETSC_EXTERN PetscErrorCode KSPGetIterationNumber(KSP, PetscInt *);
142 PETSC_EXTERN PetscErrorCode KSPGetTotalIterations(KSP, PetscInt *);
143 PETSC_EXTERN PetscErrorCode KSPCreateVecs(KSP, PetscInt, Vec **, PetscInt, Vec **);
144 PETSC_DEPRECATED_FUNCTION("Use KSPCreateVecs() (since version 3.6)") static inline PetscErrorCode KSPGetVecs(KSP ksp, PetscInt n, Vec **x, PetscInt m, Vec **y) {
145   return KSPCreateVecs(ksp, n, x, m, y);
146 }
147 
148 PETSC_EXTERN PetscErrorCode KSPSetPreSolve(KSP, PetscErrorCode (*)(KSP, Vec, Vec, void *), void *);
149 PETSC_EXTERN PetscErrorCode KSPSetPostSolve(KSP, PetscErrorCode (*)(KSP, Vec, Vec, void *), void *);
150 
151 PETSC_EXTERN PetscErrorCode KSPSetPC(KSP, PC);
152 PETSC_EXTERN PetscErrorCode KSPGetPC(KSP, PC *);
153 
154 PETSC_EXTERN PetscErrorCode KSPMonitor(KSP, PetscInt, PetscReal);
155 PETSC_EXTERN PetscErrorCode KSPMonitorSet(KSP, PetscErrorCode (*)(KSP, PetscInt, PetscReal, void *), void *, PetscErrorCode (*)(void **));
156 PETSC_EXTERN PetscErrorCode KSPMonitorCancel(KSP);
157 PETSC_EXTERN PetscErrorCode KSPGetMonitorContext(KSP, void *);
158 PETSC_EXTERN PetscErrorCode KSPGetResidualHistory(KSP, const PetscReal *[], PetscInt *);
159 PETSC_EXTERN PetscErrorCode KSPSetResidualHistory(KSP, PetscReal[], PetscInt, PetscBool);
160 PETSC_EXTERN PetscErrorCode KSPGetErrorHistory(KSP, const PetscReal *[], PetscInt *);
161 PETSC_EXTERN PetscErrorCode KSPSetErrorHistory(KSP, PetscReal[], PetscInt, PetscBool);
162 
163 PETSC_EXTERN PetscErrorCode KSPBuildSolutionDefault(KSP, Vec, Vec *);
164 PETSC_EXTERN PetscErrorCode KSPBuildResidualDefault(KSP, Vec, Vec, Vec *);
165 PETSC_EXTERN PetscErrorCode KSPDestroyDefault(KSP);
166 PETSC_EXTERN PetscErrorCode KSPSetWorkVecs(KSP, PetscInt);
167 
168 PETSC_EXTERN PetscErrorCode    PCKSPGetKSP(PC, KSP *);
169 PETSC_EXTERN PetscErrorCode    PCKSPSetKSP(PC, KSP);
170 PETSC_EXTERN PetscErrorCode    PCBJacobiGetSubKSP(PC, PetscInt *, PetscInt *, KSP *[]);
171 PETSC_EXTERN PetscErrorCode    PCASMGetSubKSP(PC, PetscInt *, PetscInt *, KSP *[]);
172 PETSC_EXTERN PetscErrorCode    PCGASMGetSubKSP(PC, PetscInt *, PetscInt *, KSP *[]);
173 PETSC_EXTERN PetscErrorCode    PCFieldSplitGetSubKSP(PC, PetscInt *, KSP *[]);
174 PETSC_EXTERN PetscErrorCode    PCFieldSplitSchurGetSubKSP(PC, PetscInt *, KSP *[]);
175 PETSC_EXTERN PetscErrorCode    PCMGGetSmoother(PC, PetscInt, KSP *);
176 PETSC_EXTERN PetscErrorCode    PCMGGetSmootherDown(PC, PetscInt, KSP *);
177 PETSC_EXTERN PetscErrorCode    PCMGGetSmootherUp(PC, PetscInt, KSP *);
178 PETSC_EXTERN PetscErrorCode    PCMGGetCoarseSolve(PC, KSP *);
179 PETSC_EXTERN PetscErrorCode    PCGalerkinGetKSP(PC, KSP *);
180 PETSC_EXTERN PetscErrorCode    PCDeflationGetCoarseKSP(PC, KSP *);
181 /*
182   PCMGCoarseList contains the list of coarse space constructor currently registered
183   These are added with PCMGRegisterCoarseSpaceConstructor()
184 */
185 PETSC_EXTERN PetscFunctionList PCMGCoarseList;
186 PETSC_EXTERN PetscErrorCode    PCMGRegisterCoarseSpaceConstructor(const char[], PetscErrorCode (*)(PC, PetscInt, DM, KSP, PetscInt, Mat, Mat *));
187 PETSC_EXTERN PetscErrorCode    PCMGGetCoarseSpaceConstructor(const char[], PetscErrorCode (**)(PC, PetscInt, DM, KSP, PetscInt, Mat, Mat *));
188 
189 PETSC_EXTERN PetscErrorCode KSPBuildSolution(KSP, Vec, Vec *);
190 PETSC_EXTERN PetscErrorCode KSPBuildResidual(KSP, Vec, Vec, Vec *);
191 
192 PETSC_EXTERN PetscErrorCode KSPRichardsonSetScale(KSP, PetscReal);
193 PETSC_EXTERN PetscErrorCode KSPRichardsonSetSelfScale(KSP, PetscBool);
194 PETSC_EXTERN PetscErrorCode KSPChebyshevSetEigenvalues(KSP, PetscReal, PetscReal);
195 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSet(KSP, PetscReal, PetscReal, PetscReal, PetscReal);
196 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSetUseNoisy(KSP, PetscBool);
197 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigGetKSP(KSP, KSP *);
198 PETSC_EXTERN PetscErrorCode KSPComputeExtremeSingularValues(KSP, PetscReal *, PetscReal *);
199 PETSC_EXTERN PetscErrorCode KSPComputeEigenvalues(KSP, PetscInt, PetscReal[], PetscReal[], PetscInt *);
200 PETSC_EXTERN PetscErrorCode KSPComputeEigenvaluesExplicitly(KSP, PetscInt, PetscReal[], PetscReal[]);
201 PETSC_EXTERN PetscErrorCode KSPComputeRitz(KSP, PetscBool, PetscBool, PetscInt *, Vec[], PetscReal[], PetscReal[]);
202 
203 /*E
204 
205   KSPFCDTruncationType - Define how stored directions are used to orthogonalize in flexible conjugate directions (FCD) methods
206 
207   Values:
208 $ `KSP_FCD_TRUNC_TYPE_STANDARD` - uses all (up to mmax) stored directions
209 $ `KSP_FCD_TRUNC_TYPE_NOTAY` - uses the last max(1,mod(i,mmax)) stored directions at iteration i=0,1..
210 
211    Level: intermediate
212 
213 .seealso `:` `KSPFCG`, `KSPPIPEFCG`, `KSPPIPEGCR`, `KSPFCGSetTruncationType()`, `KSPFCGGetTruncationType()`
214 E*/
215 typedef enum {
216   KSP_FCD_TRUNC_TYPE_STANDARD,
217   KSP_FCD_TRUNC_TYPE_NOTAY
218 } KSPFCDTruncationType;
219 PETSC_EXTERN const char *const KSPFCDTruncationTypes[];
220 
221 PETSC_EXTERN PetscErrorCode KSPFCGSetMmax(KSP, PetscInt);
222 PETSC_EXTERN PetscErrorCode KSPFCGGetMmax(KSP, PetscInt *);
223 PETSC_EXTERN PetscErrorCode KSPFCGSetNprealloc(KSP, PetscInt);
224 PETSC_EXTERN PetscErrorCode KSPFCGGetNprealloc(KSP, PetscInt *);
225 PETSC_EXTERN PetscErrorCode KSPFCGSetTruncationType(KSP, KSPFCDTruncationType);
226 PETSC_EXTERN PetscErrorCode KSPFCGGetTruncationType(KSP, KSPFCDTruncationType *);
227 
228 PETSC_EXTERN PetscErrorCode KSPPIPEFCGSetMmax(KSP, PetscInt);
229 PETSC_EXTERN PetscErrorCode KSPPIPEFCGGetMmax(KSP, PetscInt *);
230 PETSC_EXTERN PetscErrorCode KSPPIPEFCGSetNprealloc(KSP, PetscInt);
231 PETSC_EXTERN PetscErrorCode KSPPIPEFCGGetNprealloc(KSP, PetscInt *);
232 PETSC_EXTERN PetscErrorCode KSPPIPEFCGSetTruncationType(KSP, KSPFCDTruncationType);
233 PETSC_EXTERN PetscErrorCode KSPPIPEFCGGetTruncationType(KSP, KSPFCDTruncationType *);
234 
235 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetMmax(KSP, PetscInt);
236 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetMmax(KSP, PetscInt *);
237 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetNprealloc(KSP, PetscInt);
238 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetNprealloc(KSP, PetscInt *);
239 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetTruncationType(KSP, KSPFCDTruncationType);
240 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetTruncationType(KSP, KSPFCDTruncationType *);
241 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetUnrollW(KSP, PetscBool);
242 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetUnrollW(KSP, PetscBool *);
243 
244 PETSC_EXTERN PetscErrorCode KSPGMRESSetRestart(KSP, PetscInt);
245 PETSC_EXTERN PetscErrorCode KSPGMRESGetRestart(KSP, PetscInt *);
246 PETSC_EXTERN PetscErrorCode KSPGMRESSetHapTol(KSP, PetscReal);
247 PETSC_EXTERN PetscErrorCode KSPGMRESSetBreakdownTolerance(KSP, PetscReal);
248 
249 PETSC_EXTERN PetscErrorCode KSPGMRESSetPreAllocateVectors(KSP);
250 PETSC_EXTERN PetscErrorCode KSPGMRESSetOrthogonalization(KSP, PetscErrorCode (*)(KSP, PetscInt));
251 PETSC_EXTERN PetscErrorCode KSPGMRESGetOrthogonalization(KSP, PetscErrorCode (**)(KSP, PetscInt));
252 PETSC_EXTERN PetscErrorCode KSPGMRESModifiedGramSchmidtOrthogonalization(KSP, PetscInt);
253 PETSC_EXTERN PetscErrorCode KSPGMRESClassicalGramSchmidtOrthogonalization(KSP, PetscInt);
254 
255 PETSC_EXTERN PetscErrorCode KSPLGMRESSetAugDim(KSP, PetscInt);
256 PETSC_EXTERN PetscErrorCode KSPLGMRESSetConstant(KSP);
257 
258 PETSC_EXTERN PetscErrorCode KSPPIPEFGMRESSetShift(KSP, PetscScalar);
259 
260 PETSC_EXTERN PetscErrorCode KSPGCRSetRestart(KSP, PetscInt);
261 PETSC_EXTERN PetscErrorCode KSPGCRGetRestart(KSP, PetscInt *);
262 PETSC_EXTERN PetscErrorCode KSPGCRSetModifyPC(KSP, PetscErrorCode (*)(KSP, PetscInt, PetscReal, void *), void *, PetscErrorCode (*)(void *));
263 
264 PETSC_EXTERN PetscErrorCode KSPFETIDPGetInnerBDDC(KSP, PC *);
265 PETSC_EXTERN PetscErrorCode KSPFETIDPSetInnerBDDC(KSP, PC);
266 PETSC_EXTERN PetscErrorCode KSPFETIDPGetInnerKSP(KSP, KSP *);
267 PETSC_EXTERN PetscErrorCode KSPFETIDPSetPressureOperator(KSP, Mat);
268 
269 PETSC_EXTERN PetscErrorCode KSPHPDDMSetDeflationMat(KSP, Mat);
270 PETSC_EXTERN PetscErrorCode KSPHPDDMGetDeflationMat(KSP, Mat *);
271 #if PetscDefined(HAVE_HPDDM)
272 PETSC_DEPRECATED_FUNCTION("Use KSPHPDDMSetDeflationMat() (since version 3.18)") static inline PetscErrorCode KSPHPDDMSetDeflationSpace(KSP ksp, Mat U) {
273   return KSPHPDDMSetDeflationMat(ksp, U);
274 }
275 PETSC_DEPRECATED_FUNCTION("Use KSPHPDDMGetDeflationMat() (since version 3.18)") static inline PetscErrorCode KSPHPDDMGetDeflationSpace(KSP ksp, Mat *U) {
276   return KSPHPDDMGetDeflationMat(ksp, U);
277 }
278 #endif
279 PETSC_DEPRECATED_FUNCTION("Use KSPMatSolve() (since version 3.14)") static inline PetscErrorCode KSPHPDDMMatSolve(KSP ksp, Mat B, Mat X) {
280   return KSPMatSolve(ksp, B, X);
281 }
282 /*E
283     KSPHPDDMType - Type of Krylov method used by `KSPHPDDM`
284 
285     Level: intermediate
286 
287     Values:
288 $   `KSP_HPDDM_TYPE_GMRES` (default)
289 $   `KSP_HPDDM_TYPE_BGMRES`
290 $   `KSP_HPDDM_TYPE_CG`
291 $   `KSP_HPDDM_TYPE_BCG`
292 $   `KSP_HPDDM_TYPE_GCRODR`
293 $   `KSP_HPDDM_TYPE_BGCRODR`
294 $   `KSP_HPDDM_TYPE_BFBCG`
295 $   `KSP_HPDDM_TYPE_PREONLY`
296 
297 .seealso: `KSPHPDDM`, `KSPHPDDMSetType()`
298 E*/
299 typedef enum {
300   KSP_HPDDM_TYPE_GMRES   = 0,
301   KSP_HPDDM_TYPE_BGMRES  = 1,
302   KSP_HPDDM_TYPE_CG      = 2,
303   KSP_HPDDM_TYPE_BCG     = 3,
304   KSP_HPDDM_TYPE_GCRODR  = 4,
305   KSP_HPDDM_TYPE_BGCRODR = 5,
306   KSP_HPDDM_TYPE_BFBCG   = 6,
307   KSP_HPDDM_TYPE_PREONLY = 7
308 } KSPHPDDMType;
309 PETSC_EXTERN const char *const KSPHPDDMTypes[];
310 /*E
311     KSPHPDDMPrecision - Precision of Krylov bases used by `KSPHPDDM`
312 
313     Level: intermediate
314 
315     Values:
316 $   `KSP_HPDDM_PRECISION_HALF`
317 $   `KSP_HPDDM_PRECISION_SINGLE` (default when PETSc is configured --with-precision=single)
318 $   `KSP_HPDDM_PRECISION_DOUBLE` (default when PETSc is configured --with-precision=double)
319 $   `KSP_HPDDM_PRECISION_QUADRUPLE` (default when PETSc is configured --with-precision=__float128)
320 
321 .seealso: `KSPHPDDM`
322 E*/
323 typedef enum {
324   KSP_HPDDM_PRECISION_HALF      = 0,
325   KSP_HPDDM_PRECISION_SINGLE    = 1,
326   KSP_HPDDM_PRECISION_DOUBLE    = 2,
327   KSP_HPDDM_PRECISION_QUADRUPLE = 3
328 } KSPHPDDMPrecision;
329 PETSC_EXTERN PetscErrorCode KSPHPDDMSetType(KSP, KSPHPDDMType);
330 PETSC_EXTERN PetscErrorCode KSPHPDDMGetType(KSP, KSPHPDDMType *);
331 
332 /*E
333     KSPGMRESCGSRefinementType - How the classical (unmodified) Gram-Schmidt is performed.
334 
335    Level: advanced
336 
337 .seealso: `KSPGMRESClassicalGramSchmidtOrthogonalization()`, `KSPGMRESSetOrthogonalization()`, `KSPGMRESGetOrthogonalization()`,
338           `KSPGMRESSetCGSRefinementType()`, `KSPGMRESGetCGSRefinementType()`, `KSPGMRESModifiedGramSchmidtOrthogonalization()`
339 
340 E*/
341 typedef enum {
342   KSP_GMRES_CGS_REFINE_NEVER,
343   KSP_GMRES_CGS_REFINE_IFNEEDED,
344   KSP_GMRES_CGS_REFINE_ALWAYS
345 } KSPGMRESCGSRefinementType;
346 PETSC_EXTERN const char *const KSPGMRESCGSRefinementTypes[];
347 /*MC
348     KSP_GMRES_CGS_REFINE_NEVER - Do the classical (unmodified) Gram-Schmidt process
349 
350    Level: advanced
351 
352    Note:
353    Possibly unstable, but the fastest to compute
354 
355 .seealso: `KSPGMRESClassicalGramSchmidtOrthogonalization()`, `KSPGMRESSetOrthogonalization()`, `KSPGMRESGetOrthogonalization()`,
356           `KSPGMRESSetCGSRefinementType()`, `KSPGMRESGetCGSRefinementType()`, `KSP_GMRES_CGS_REFINE_IFNEEDED`, `KSP_GMRES_CGS_REFINE_ALWAYS`,
357           `KSPGMRESModifiedGramSchmidtOrthogonalization()`
358 M*/
359 
360 /*MC
361     KSP_GMRES_CGS_REFINE_IFNEEDED - Do the classical (unmodified) Gram-Schmidt process and one step of
362           iterative refinement if an estimate of the orthogonality of the resulting vectors indicates
363           poor orthogonality.
364 
365    Level: advanced
366 
367    Note: This is slower than `KSP_GMRES_CGS_REFINE_NEVER` because it requires an extra norm computation to
368      estimate the orthogonality but is more stable.
369 
370 .seealso: `KSPGMRESClassicalGramSchmidtOrthogonalization()`, `KSPGMRESSetOrthogonalization()`, `KSPGMRESGetOrthogonalization()`,
371           `KSPGMRESSetCGSRefinementType()`, `KSPGMRESGetCGSRefinementType()`, `KSP_GMRES_CGS_REFINE_NEVER`, `KSP_GMRES_CGS_REFINE_ALWAYS`,
372           `KSPGMRESModifiedGramSchmidtOrthogonalization()`
373 M*/
374 
375 /*MC
376     KSP_GMRES_CGS_REFINE_NEVER - Do two steps of the classical (unmodified) Gram-Schmidt process.
377 
378    Level: advanced
379 
380    Notes:
381    This is roughly twice the cost of `KSP_GMRES_CGS_REFINE_NEVER` because it performs the process twice
382    but it saves the extra norm calculation needed by `KSP_GMRES_CGS_REFINE_IFNEEDED`.
383 
384    You should only use this if you absolutely know that the iterative refinement is needed.
385 
386 .seealso: `KSPGMRESClassicalGramSchmidtOrthogonalization()`, `KSPGMRESSetOrthogonalization()`, `KSPGMRESGetOrthogonalization()`,
387           `KSPGMRESSetCGSRefinementType()`, `KSPGMRESGetCGSRefinementType()`, `KSP_GMRES_CGS_REFINE_IFNEEDED`, `KSP_GMRES_CGS_REFINE_ALWAYS`,
388           `KSPGMRESModifiedGramSchmidtOrthogonalization()`
389 M*/
390 
391 PETSC_EXTERN PetscErrorCode KSPGMRESSetCGSRefinementType(KSP, KSPGMRESCGSRefinementType);
392 PETSC_EXTERN PetscErrorCode KSPGMRESGetCGSRefinementType(KSP, KSPGMRESCGSRefinementType *);
393 
394 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCNoChange(KSP, PetscInt, PetscInt, PetscReal, void *);
395 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCKSP(KSP, PetscInt, PetscInt, PetscReal, void *);
396 PETSC_EXTERN PetscErrorCode KSPFGMRESSetModifyPC(KSP, PetscErrorCode (*)(KSP, PetscInt, PetscInt, PetscReal, void *), void *, PetscErrorCode (*)(void *));
397 
398 PETSC_EXTERN PetscErrorCode KSPQCGSetTrustRegionRadius(KSP, PetscReal);
399 PETSC_EXTERN PetscErrorCode KSPQCGGetQuadratic(KSP, PetscReal *);
400 PETSC_EXTERN PetscErrorCode KSPQCGGetTrialStepNorm(KSP, PetscReal *);
401 
402 PETSC_EXTERN PetscErrorCode KSPBCGSLSetXRes(KSP, PetscReal);
403 PETSC_EXTERN PetscErrorCode KSPBCGSLSetPol(KSP, PetscBool);
404 PETSC_EXTERN PetscErrorCode KSPBCGSLSetEll(KSP, PetscInt);
405 PETSC_EXTERN PetscErrorCode KSPBCGSLSetUsePseudoinverse(KSP, PetscBool);
406 
407 PETSC_EXTERN PetscErrorCode KSPSetFromOptions(KSP);
408 PETSC_EXTERN PetscErrorCode KSPResetFromOptions(KSP);
409 PETSC_EXTERN PetscErrorCode KSPAddOptionsChecker(PetscErrorCode (*)(KSP));
410 
411 PETSC_EXTERN PetscErrorCode KSPMonitorSetFromOptions(KSP, const char[], const char[], void *);
412 PETSC_EXTERN PetscErrorCode KSPMonitorLGCreate(MPI_Comm, const char[], const char[], const char[], PetscInt, const char *[], int, int, int, int, PetscDrawLG *);
413 PETSC_EXTERN PetscErrorCode KSPMonitorResidual(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
414 PETSC_EXTERN PetscErrorCode KSPMonitorResidualDraw(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
415 PETSC_EXTERN PetscErrorCode KSPMonitorResidualDrawLG(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
416 PETSC_EXTERN PetscErrorCode KSPMonitorResidualDrawLGCreate(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **);
417 PETSC_EXTERN PetscErrorCode KSPMonitorResidualShort(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
418 PETSC_EXTERN PetscErrorCode KSPMonitorResidualRange(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
419 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidual(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
420 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualDraw(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
421 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualDrawLG(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
422 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualDrawLGCreate(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **);
423 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualMax(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
424 PETSC_EXTERN PetscErrorCode KSPMonitorError(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
425 PETSC_EXTERN PetscErrorCode KSPMonitorErrorDraw(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
426 PETSC_EXTERN PetscErrorCode KSPMonitorErrorDrawLG(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
427 PETSC_EXTERN PetscErrorCode KSPMonitorErrorDrawLGCreate(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **);
428 PETSC_EXTERN PetscErrorCode KSPMonitorSolution(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
429 PETSC_EXTERN PetscErrorCode KSPMonitorSolutionDraw(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
430 PETSC_EXTERN PetscErrorCode KSPMonitorSolutionDrawLG(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
431 PETSC_EXTERN PetscErrorCode KSPMonitorSolutionDrawLGCreate(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **);
432 PETSC_EXTERN PetscErrorCode KSPMonitorSingularValue(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
433 PETSC_EXTERN PetscErrorCode KSPMonitorSingularValueCreate(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **);
434 PETSC_DEPRECATED_FUNCTION("Use KSPMonitorResidual() (since version 3.15)") static inline PetscErrorCode KSPMonitorDefault(KSP ksp, PetscInt n, PetscReal rnorm, PetscViewerAndFormat *vf) {
435   return KSPMonitorResidual(ksp, n, rnorm, vf);
436 }
437 PETSC_DEPRECATED_FUNCTION("Use KSPMonitorTrueResidual() (since version 3.15)") static inline PetscErrorCode KSPMonitorTrueResidualNorm(KSP ksp, PetscInt n, PetscReal rnorm, PetscViewerAndFormat *vf) {
438   return KSPMonitorTrueResidual(ksp, n, rnorm, vf);
439 }
440 PETSC_DEPRECATED_FUNCTION("Use KSPMonitorTrueResidualMax() (since version 3.15)") static inline PetscErrorCode KSPMonitorTrueResidualMaxNorm(KSP ksp, PetscInt n, PetscReal rnorm, PetscViewerAndFormat *vf) {
441   return KSPMonitorTrueResidualMax(ksp, n, rnorm, vf);
442 }
443 
444 PETSC_EXTERN PetscErrorCode KSPGMRESMonitorKrylov(KSP, PetscInt, PetscReal, void *);
445 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicTolerance(KSP ksp, PetscInt its, PetscReal fnorm, void *dummy);
446 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicToleranceDestroy(void **dummy);
447 PETSC_EXTERN PetscErrorCode KSPMonitorSAWs(KSP, PetscInt, PetscReal, void *);
448 PETSC_EXTERN PetscErrorCode KSPMonitorSAWsCreate(KSP, void **);
449 PETSC_EXTERN PetscErrorCode KSPMonitorSAWsDestroy(void **);
450 
451 PETSC_EXTERN PetscErrorCode KSPUnwindPreconditioner(KSP, Vec, Vec);
452 PETSC_EXTERN PetscErrorCode KSPInitialResidual(KSP, Vec, Vec, Vec, Vec, Vec);
453 
454 PETSC_EXTERN PetscErrorCode KSPSetOperators(KSP, Mat, Mat);
455 PETSC_EXTERN PetscErrorCode KSPGetOperators(KSP, Mat *, Mat *);
456 PETSC_EXTERN PetscErrorCode KSPGetOperatorsSet(KSP, PetscBool *, PetscBool *);
457 PETSC_EXTERN PetscErrorCode KSPSetOptionsPrefix(KSP, const char[]);
458 PETSC_EXTERN PetscErrorCode KSPAppendOptionsPrefix(KSP, const char[]);
459 PETSC_EXTERN PetscErrorCode KSPGetOptionsPrefix(KSP, const char *[]);
460 
461 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScale(KSP, PetscBool);
462 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScale(KSP, PetscBool *);
463 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScaleFix(KSP, PetscBool);
464 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScaleFix(KSP, PetscBool *);
465 
466 PETSC_EXTERN PetscErrorCode KSPView(KSP, PetscViewer);
467 PETSC_EXTERN PetscErrorCode KSPLoad(KSP, PetscViewer);
468 PETSC_EXTERN PetscErrorCode KSPViewFromOptions(KSP, PetscObject, const char[]);
469 PETSC_EXTERN PetscErrorCode KSPConvergedReasonView(KSP, PetscViewer);
470 PETSC_EXTERN PetscErrorCode KSPConvergedReasonViewSet(KSP, PetscErrorCode (*)(KSP, void *), void *vctx, PetscErrorCode (*)(void **));
471 PETSC_EXTERN PetscErrorCode KSPConvergedReasonViewFromOptions(KSP);
472 PETSC_EXTERN PetscErrorCode KSPConvergedReasonViewCancel(KSP);
473 PETSC_EXTERN PetscErrorCode KSPConvergedRateView(KSP, PetscViewer);
474 
475 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedReasonView() (since version 3.14)") static inline PetscErrorCode KSPReasonView(KSP ksp, PetscViewer v) {
476   return KSPConvergedReasonView(ksp, v);
477 }
478 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedReasonViewFromOptions() (since version 3.14)") static inline PetscErrorCode KSPReasonViewFromOptions(KSP ksp) {
479   return KSPConvergedReasonViewFromOptions(ksp);
480 }
481 
482 #define KSP_FILE_CLASSID 1211223
483 
484 PETSC_EXTERN PetscErrorCode KSPLSQRSetExactMatNorm(KSP, PetscBool);
485 PETSC_EXTERN PetscErrorCode KSPLSQRSetComputeStandardErrorVec(KSP, PetscBool);
486 PETSC_EXTERN PetscErrorCode KSPLSQRGetStandardErrorVec(KSP, Vec *);
487 PETSC_EXTERN PetscErrorCode KSPLSQRGetNorms(KSP, PetscReal *, PetscReal *);
488 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorResidual(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
489 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorResidualDrawLG(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
490 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorResidualDrawLGCreate(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **);
491 
492 PETSC_EXTERN PetscErrorCode PCRedundantGetKSP(PC, KSP *);
493 PETSC_EXTERN PetscErrorCode PCRedistributeGetKSP(PC, KSP *);
494 PETSC_EXTERN PetscErrorCode PCTelescopeGetKSP(PC, KSP *);
495 
496 /*E
497     KSPNormType - Norm that is passed in the Krylov convergence
498        test routines.
499 
500    Level: advanced
501 
502    Each solver only supports a subset of these and some may support different ones
503    depending on left or right preconditioning, see `KSPSetPCSide()`
504 
505    Developer Note:
506     this must match petsc/finclude/petscksp.h
507 
508 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPSetNormType()`,
509           `KSPSetConvergenceTest()`, `KSPSetPCSide()`
510 E*/
511 typedef enum {
512   KSP_NORM_DEFAULT          = -1,
513   KSP_NORM_NONE             = 0,
514   KSP_NORM_PRECONDITIONED   = 1,
515   KSP_NORM_UNPRECONDITIONED = 2,
516   KSP_NORM_NATURAL          = 3
517 } KSPNormType;
518 #define KSP_NORM_MAX (KSP_NORM_NATURAL + 1)
519 PETSC_EXTERN const char *const *const KSPNormTypes;
520 
521 /*MC
522     KSP_NORM_NONE - Do not compute a norm during the Krylov process. This will
523           possibly save some computation but means the convergence test cannot
524           be based on a norm of a residual etc.
525 
526    Level: advanced
527 
528     Note: Some Krylov methods need to compute a residual norm (such as `KPSGMRES`) and then this option is ignored
529 
530 .seealso: `KSPNormType`, `KSPSetNormType()`, `KSP_NORM_PRECONDITIONED`, `KSP_NORM_UNPRECONDITIONED`, `KSP_NORM_NATURAL`
531 M*/
532 
533 /*MC
534     KSP_NORM_PRECONDITIONED - Compute the norm of the preconditioned residual B*(b - A*x), if left preconditioning, and pass that to the
535        convergence test routine.
536 
537    Level: advanced
538 
539 .seealso: `KSPNormType`, `KSPSetNormType()`, `KSP_NORM_NONE`, `KSP_NORM_UNPRECONDITIONED`, `KSP_NORM_NATURAL`, `KSPSetConvergenceTest()`
540 M*/
541 
542 /*MC
543     KSP_NORM_UNPRECONDITIONED - Compute the norm of the true residual (b - A*x) and pass that to the
544        convergence test routine.
545 
546    Level: advanced
547 
548 .seealso: `KSPNormType`, `KSPSetNormType()`, `KSP_NORM_NONE`, `KSP_NORM_PRECONDITIONED`, `KSP_NORM_NATURAL`, `KSPSetConvergenceTest()`
549 M*/
550 
551 /*MC
552     KSP_NORM_NATURAL - Compute the 'natural norm' of residual sqrt((b - A*x)*B*(b - A*x)) and pass that to the
553        convergence test routine. This is only supported by  `KSPCG`, `KSPCR`, `KSPCGNE`, `KSPCGS`, `KSPFCG`, `KSPPIPEFCG`, `KSPPIPEGCR`
554 
555    Level: advanced
556 
557 .seealso: `KSPNormType`, `KSPSetNormType()`, `KSP_NORM_NONE`, `KSP_NORM_PRECONDITIONED`, `KSP_NORM_UNPRECONDITIONED`, `KSPSetConvergenceTest()`
558 M*/
559 
560 PETSC_EXTERN PetscErrorCode KSPSetNormType(KSP, KSPNormType);
561 PETSC_EXTERN PetscErrorCode KSPGetNormType(KSP, KSPNormType *);
562 PETSC_EXTERN PetscErrorCode KSPSetSupportedNorm(KSP ksp, KSPNormType, PCSide, PetscInt);
563 PETSC_EXTERN PetscErrorCode KSPSetCheckNormIteration(KSP, PetscInt);
564 PETSC_EXTERN PetscErrorCode KSPSetLagNorm(KSP, PetscBool);
565 
566 #define KSP_DIVERGED_PCSETUP_FAILED_DEPRECATED KSP_DIVERGED_PCSETUP_FAILED PETSC_DEPRECATED_ENUM("Use KSP_DIVERGED_PC_FAILED (since version 3.11)")
567 /*E
568     KSPConvergedReason - reason a Krylov method was said to have converged or diverged
569 
570    Level: beginner
571 
572    Notes:
573     See `KSPGetConvergedReason()` for explanation of each value
574 
575    Developer Notes:
576    This must match petsc/finclude/petscksp.h
577 
578    The string versions of these are `KSPConvergedReasons`; if you change
579    any of the values here also change them that array of names.
580 
581 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPSetTolerances()`, `KSPConvergedReasonView()`
582 E*/
583 typedef enum { /* converged */
584   KSP_CONVERGED_RTOL_NORMAL              = 1,
585   KSP_CONVERGED_ATOL_NORMAL              = 9,
586   KSP_CONVERGED_RTOL                     = 2,
587   KSP_CONVERGED_ATOL                     = 3,
588   KSP_CONVERGED_ITS                      = 4,
589   KSP_CONVERGED_CG_NEG_CURVE             = 5,
590   KSP_CONVERGED_CG_CONSTRAINED           = 6,
591   KSP_CONVERGED_STEP_LENGTH              = 7,
592   KSP_CONVERGED_HAPPY_BREAKDOWN          = 8,
593   /* diverged */
594   KSP_DIVERGED_NULL                      = -2,
595   KSP_DIVERGED_ITS                       = -3,
596   KSP_DIVERGED_DTOL                      = -4,
597   KSP_DIVERGED_BREAKDOWN                 = -5,
598   KSP_DIVERGED_BREAKDOWN_BICG            = -6,
599   KSP_DIVERGED_NONSYMMETRIC              = -7,
600   KSP_DIVERGED_INDEFINITE_PC             = -8,
601   KSP_DIVERGED_NANORINF                  = -9,
602   KSP_DIVERGED_INDEFINITE_MAT            = -10,
603   KSP_DIVERGED_PC_FAILED                 = -11,
604   KSP_DIVERGED_PCSETUP_FAILED_DEPRECATED = -11,
605 
606   KSP_CONVERGED_ITERATING = 0
607 } KSPConvergedReason;
608 PETSC_EXTERN const char *const *KSPConvergedReasons;
609 
610 /*MC
611      KSP_CONVERGED_RTOL - norm(r) <= rtol*norm(b) or rtol*norm(b - A*x_0) if `KSPConvergedDefaultSetUIRNorm()` was called
612 
613    Level: beginner
614 
615    See `KSPNormType` and `KSPSetNormType()` for possible norms that may be used. By default
616    for left preconditioning it is the 2-norm of the preconditioned residual, and the
617    2-norm of the residual for right preconditioning
618 
619    See also `KSP_CONVERGED_ATOL` which may apply before this tolerance.
620 
621 .seealso: `KSP_CONVERGED_ATOL`, `KSP_DIVERGED_DTOL`, `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
622 
623 M*/
624 
625 /*MC
626      KSP_CONVERGED_ATOL - norm(r) <= atol
627 
628    Level: beginner
629 
630    See `KSPNormType` and `KSPSetNormType()` for possible norms that may be used. By default
631        for left preconditioning it is the 2-norm of the preconditioned residual, and the
632        2-norm of the residual for right preconditioning
633 
634    See also `KSP_CONVERGED_RTOL` which may apply before this tolerance.
635 
636 .seealso: `KSP_CONVERGED_RTOL`, `KSP_DIVERGED_DTOL`, `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
637 
638 M*/
639 
640 /*MC
641      KSP_DIVERGED_DTOL - norm(r) >= dtol*norm(b)
642 
643    Level: beginner
644 
645    See `KSPNormType` and `KSPSetNormType()` for possible norms that may be used. By default
646        for left preconditioning it is the 2-norm of the preconditioned residual, and the
647        2-norm of the residual for right preconditioning
648 
649    Level: beginner
650 
651 .seealso: `KSP_CONVERGED_ATOL`, `KSP_DIVERGED_RTOL`, `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
652 
653 M*/
654 
655 /*MC
656      KSP_DIVERGED_ITS - Ran out of iterations before any convergence criteria was
657       reached
658 
659    Level: beginner
660 
661 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
662 
663 M*/
664 
665 /*MC
666      KSP_CONVERGED_ITS - Used by the `KSPPREONLY` solver after the single iteration of
667            the preconditioner is applied. Also used when the `KSPConvergedSkip()` convergence
668            test routine is set in KSP.
669 
670    Level: beginner
671 
672 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
673 
674 M*/
675 
676 /*MC
677      KSP_DIVERGED_BREAKDOWN - A breakdown in the Krylov method was detected so the
678           method could not continue to enlarge the Krylov space. Could be due to a singular matrix or
679           preconditioner. In `KSPHPDDM`, this is also returned when some search directions within a block
680           are colinear.
681 
682    Level: beginner
683 
684 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
685 
686 M*/
687 
688 /*MC
689      KSP_DIVERGED_BREAKDOWN_BICG - A breakdown in the `KSPBICG` method was detected so the
690           method could not continue to enlarge the Krylov space.
691 
692    Level: beginner
693 
694 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
695 
696 M*/
697 
698 /*MC
699      KSP_DIVERGED_NONSYMMETRIC - It appears the operator or preconditioner is not
700         symmetric and this Krylov method (`KSPCG`, `KSPMINRES`, `KSPCR`) requires symmetry
701 
702    Level: beginner
703 
704 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
705 
706 M*/
707 
708 /*MC
709      KSP_DIVERGED_INDEFINITE_PC - It appears the preconditioner is indefinite (has both
710         positive and negative eigenvalues) and this Krylov method (`KSPCG`) requires it to
711         be positive definite
712 
713    Level: beginner
714 
715      Note:
716     This can happen with the `PCICC` preconditioner, use -pc_factor_shift_positive_definite to force
717   the `PCICC` preconditioner to generate a positive definite preconditioner
718 
719 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
720 
721 M*/
722 
723 /*MC
724      KSP_DIVERGED_PC_FAILED - It was not possible to build or use the requested preconditioner. This is usually due to a
725      zero pivot in a factorization. It can also result from a failure in a subpreconditioner inside a nested preconditioner
726      such as `PCFIELDSPLIT`.
727 
728    Level: beginner
729 
730     Notes:
731     Run with -ksp_error_if_not_converged to stop the program when the error is detected and print an error message with details.
732 
733 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
734 
735 M*/
736 
737 /*MC
738      KSP_CONVERGED_ITERATING - This flag is returned if you call `KSPGetConvergedReason()`
739         while the `KSPSolve()` is still running.
740 
741    Level: beginner
742 
743 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
744 
745 M*/
746 
747 PETSC_EXTERN PetscErrorCode KSPSetConvergenceTest(KSP, PetscErrorCode (*)(KSP, PetscInt, PetscReal, KSPConvergedReason *, void *), void *, PetscErrorCode (*)(void *));
748 PETSC_EXTERN PetscErrorCode KSPGetConvergenceTest(KSP, PetscErrorCode (**)(KSP, PetscInt, PetscReal, KSPConvergedReason *, void *), void **, PetscErrorCode (**)(void *));
749 PETSC_EXTERN PetscErrorCode KSPGetAndClearConvergenceTest(KSP, PetscErrorCode (**)(KSP, PetscInt, PetscReal, KSPConvergedReason *, void *), void **, PetscErrorCode (**)(void *));
750 PETSC_EXTERN PetscErrorCode KSPGetConvergenceContext(KSP, void *);
751 PETSC_EXTERN PetscErrorCode KSPConvergedDefault(KSP, PetscInt, PetscReal, KSPConvergedReason *, void *);
752 PETSC_EXTERN PetscErrorCode KSPLSQRConvergedDefault(KSP, PetscInt, PetscReal, KSPConvergedReason *, void *);
753 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultDestroy(void *);
754 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultCreate(void **);
755 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetUIRNorm(KSP);
756 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetUMIRNorm(KSP);
757 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetConvergedMaxits(KSP, PetscBool);
758 PETSC_EXTERN PetscErrorCode KSPConvergedSkip(KSP, PetscInt, PetscReal, KSPConvergedReason *, void *);
759 PETSC_EXTERN PetscErrorCode KSPGetConvergedReason(KSP, KSPConvergedReason *);
760 PETSC_EXTERN PetscErrorCode KSPGetConvergedReasonString(KSP, const char **);
761 PETSC_EXTERN PetscErrorCode KSPComputeConvergenceRate(KSP, PetscReal *, PetscReal *, PetscReal *, PetscReal *);
762 
763 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefault() (since version 3.5)") static inline void KSPDefaultConverged(void) { /* never called */
764 }
765 #define KSPDefaultConverged (KSPDefaultConverged, KSPConvergedDefault)
766 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultDestroy() (since version 3.5)") static inline void KSPDefaultConvergedDestroy(void) { /* never called */
767 }
768 #define KSPDefaultConvergedDestroy (KSPDefaultConvergedDestroy, KSPConvergedDefaultDestroy)
769 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultCreate() (since version 3.5)") static inline void KSPDefaultConvergedCreate(void) { /* never called */
770 }
771 #define KSPDefaultConvergedCreate (KSPDefaultConvergedCreate, KSPConvergedDefaultCreate)
772 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultSetUIRNorm() (since version 3.5)") static inline void KSPDefaultConvergedSetUIRNorm(void) { /* never called */
773 }
774 #define KSPDefaultConvergedSetUIRNorm (KSPDefaultConvergedSetUIRNorm, KSPConvergedDefaultSetUIRNorm)
775 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultSetUMIRNorm() (since version 3.5)") static inline void KSPDefaultConvergedSetUMIRNorm(void) { /* never called */
776 }
777 #define KSPDefaultConvergedSetUMIRNorm (KSPDefaultConvergedSetUMIRNorm, KSPConvergedDefaultSetUMIRNorm)
778 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedSkip() (since version 3.5)") static inline void KSPSkipConverged(void) { /* never called */
779 }
780 #define KSPSkipConverged (KSPSkipConverged, KSPConvergedSkip)
781 
782 PETSC_EXTERN PetscErrorCode KSPComputeOperator(KSP, MatType, Mat *);
783 PETSC_DEPRECATED_FUNCTION("Use KSPComputeOperator() (since version 3.12)") static inline PetscErrorCode KSPComputeExplicitOperator(KSP A, Mat *B) {
784   return KSPComputeOperator(A, NULL, B);
785 }
786 
787 /*E
788     KSPCGType - Determines what type of CG to use
789 
790    Level: beginner
791 
792 .seealso: `KSPCGSetType()`
793 E*/
794 typedef enum {
795   KSP_CG_SYMMETRIC = 0,
796   KSP_CG_HERMITIAN = 1
797 } KSPCGType;
798 PETSC_EXTERN const char *const KSPCGTypes[];
799 
800 PETSC_EXTERN PetscErrorCode KSPCGSetType(KSP, KSPCGType);
801 PETSC_EXTERN PetscErrorCode KSPCGUseSingleReduction(KSP, PetscBool);
802 
803 PETSC_EXTERN PetscErrorCode KSPCGSetRadius(KSP, PetscReal);
804 PETSC_EXTERN PetscErrorCode KSPCGGetNormD(KSP, PetscReal *);
805 PETSC_EXTERN PetscErrorCode KSPCGGetObjFcn(KSP, PetscReal *);
806 
807 PETSC_EXTERN PetscErrorCode KSPGLTRGetMinEig(KSP, PetscReal *);
808 PETSC_EXTERN PetscErrorCode KSPGLTRGetLambda(KSP, PetscReal *);
809 PETSC_DEPRECATED_FUNCTION("Use KSPGLTRGetMinEig (since v3.12)") static inline PetscErrorCode KSPCGGLTRGetMinEig(KSP ksp, PetscReal *x) {
810   return KSPGLTRGetMinEig(ksp, x);
811 }
812 PETSC_DEPRECATED_FUNCTION("Use KSPGLTRGetLambda (since v3.12)") static inline PetscErrorCode KSPCGGLTRGetLambda(KSP ksp, PetscReal *x) {
813   return KSPGLTRGetLambda(ksp, x);
814 }
815 
816 PETSC_EXTERN PetscErrorCode KSPPythonSetType(KSP, const char[]);
817 PETSC_EXTERN PetscErrorCode KSPPythonGetType(KSP, const char *[]);
818 
819 PETSC_EXTERN PetscErrorCode PCSetPreSolve(PC, PetscErrorCode (*)(PC, KSP));
820 PETSC_EXTERN PetscErrorCode PCPreSolve(PC, KSP);
821 PETSC_EXTERN PetscErrorCode PCPostSolve(PC, KSP);
822 
823 #include <petscdrawtypes.h>
824 PETSC_EXTERN PetscErrorCode KSPMonitorLGRange(KSP, PetscInt, PetscReal, void *);
825 
826 PETSC_EXTERN PetscErrorCode PCShellSetPreSolve(PC, PetscErrorCode (*)(PC, KSP, Vec, Vec));
827 PETSC_EXTERN PetscErrorCode PCShellSetPostSolve(PC, PetscErrorCode (*)(PC, KSP, Vec, Vec));
828 
829 /*S
830      KSPGuess - Abstract PETSc object that manages all initial guess methods in Krylov methods.
831 
832    Level: beginner
833 
834 .seealso: `KSPCreate()`, `KSPSetGuessType()`, `KSPGuessType`
835 S*/
836 typedef struct _p_KSPGuess *KSPGuess;
837 /*J
838     KSPGuessType - String with the name of a PETSc initial guess approach for Krylov methods.
839 
840    Level: beginner
841 
842 .seealso: `KSPGuess`
843 J*/
844 typedef const char         *KSPGuessType;
845 #define KSPGUESSFISCHER "fischer"
846 #define KSPGUESSPOD     "pod"
847 PETSC_EXTERN PetscErrorCode KSPGuessRegister(const char[], PetscErrorCode (*)(KSPGuess));
848 PETSC_EXTERN PetscErrorCode KSPSetGuess(KSP, KSPGuess);
849 PETSC_EXTERN PetscErrorCode KSPGetGuess(KSP, KSPGuess *);
850 PETSC_EXTERN PetscErrorCode KSPGuessView(KSPGuess, PetscViewer);
851 PETSC_EXTERN PetscErrorCode KSPGuessDestroy(KSPGuess *);
852 PETSC_EXTERN PetscErrorCode KSPGuessCreate(MPI_Comm, KSPGuess *);
853 PETSC_EXTERN PetscErrorCode KSPGuessSetType(KSPGuess, KSPGuessType);
854 PETSC_EXTERN PetscErrorCode KSPGuessGetType(KSPGuess, KSPGuessType *);
855 PETSC_EXTERN PetscErrorCode KSPGuessSetTolerance(KSPGuess, PetscReal);
856 PETSC_EXTERN PetscErrorCode KSPGuessSetUp(KSPGuess);
857 PETSC_EXTERN PetscErrorCode KSPGuessUpdate(KSPGuess, Vec, Vec);
858 PETSC_EXTERN PetscErrorCode KSPGuessFormGuess(KSPGuess, Vec, Vec);
859 PETSC_EXTERN PetscErrorCode KSPGuessSetFromOptions(KSPGuess);
860 PETSC_EXTERN PetscErrorCode KSPGuessFischerSetModel(KSPGuess, PetscInt, PetscInt);
861 PETSC_EXTERN PetscErrorCode KSPSetUseFischerGuess(KSP, PetscInt, PetscInt);
862 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessKnoll(KSP, PetscBool);
863 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessKnoll(KSP, PetscBool *);
864 
865 /*E
866     MatSchurComplementAinvType - Determines how to approximate the inverse of the (0,0) block in Schur complement preconditioning matrix assembly routines
867 
868     Level: intermediate
869 
870 .seealso: `MatSchurComplementGetAinvType()`, `MatSchurComplementSetAinvType()`, `MatSchurComplementGetPmat()`, `MatGetSchurComplement()`, `MatCreateSchurComplementPmat()`
871 E*/
872 typedef enum {
873   MAT_SCHUR_COMPLEMENT_AINV_DIAG,
874   MAT_SCHUR_COMPLEMENT_AINV_LUMP,
875   MAT_SCHUR_COMPLEMENT_AINV_BLOCK_DIAG,
876   MAT_SCHUR_COMPLEMENT_AINV_FULL
877 } MatSchurComplementAinvType;
878 PETSC_EXTERN const char *const MatSchurComplementAinvTypes[];
879 
880 typedef enum {
881   MAT_LMVM_SYMBROYDEN_SCALE_NONE     = 0,
882   MAT_LMVM_SYMBROYDEN_SCALE_SCALAR   = 1,
883   MAT_LMVM_SYMBROYDEN_SCALE_DIAGONAL = 2,
884   MAT_LMVM_SYMBROYDEN_SCALE_USER     = 3
885 } MatLMVMSymBroydenScaleType;
886 PETSC_EXTERN const char *const MatLMVMSymBroydenScaleTypes[];
887 
888 PETSC_EXTERN PetscErrorCode MatCreateSchurComplement(Mat, Mat, Mat, Mat, Mat, Mat *);
889 PETSC_EXTERN PetscErrorCode MatSchurComplementGetKSP(Mat, KSP *);
890 PETSC_EXTERN PetscErrorCode MatSchurComplementSetKSP(Mat, KSP);
891 PETSC_EXTERN PetscErrorCode MatSchurComplementSetSubMatrices(Mat, Mat, Mat, Mat, Mat, Mat);
892 PETSC_EXTERN PetscErrorCode MatSchurComplementUpdateSubMatrices(Mat, Mat, Mat, Mat, Mat, Mat);
893 PETSC_EXTERN PetscErrorCode MatSchurComplementGetSubMatrices(Mat, Mat *, Mat *, Mat *, Mat *, Mat *);
894 PETSC_EXTERN PetscErrorCode MatSchurComplementSetAinvType(Mat, MatSchurComplementAinvType);
895 PETSC_EXTERN PetscErrorCode MatSchurComplementGetAinvType(Mat, MatSchurComplementAinvType *);
896 PETSC_EXTERN PetscErrorCode MatSchurComplementGetPmat(Mat, MatReuse, Mat *);
897 PETSC_EXTERN PetscErrorCode MatSchurComplementComputeExplicitOperator(Mat, Mat *);
898 PETSC_EXTERN PetscErrorCode MatGetSchurComplement(Mat, IS, IS, IS, IS, MatReuse, Mat *, MatSchurComplementAinvType, MatReuse, Mat *);
899 PETSC_EXTERN PetscErrorCode MatCreateSchurComplementPmat(Mat, Mat, Mat, Mat, MatSchurComplementAinvType, MatReuse, Mat *);
900 
901 PETSC_EXTERN PetscErrorCode MatCreateLMVMDFP(MPI_Comm, PetscInt, PetscInt, Mat *);
902 PETSC_EXTERN PetscErrorCode MatCreateLMVMBFGS(MPI_Comm, PetscInt, PetscInt, Mat *);
903 PETSC_EXTERN PetscErrorCode MatCreateLMVMSR1(MPI_Comm, PetscInt, PetscInt, Mat *);
904 PETSC_EXTERN PetscErrorCode MatCreateLMVMBroyden(MPI_Comm, PetscInt, PetscInt, Mat *);
905 PETSC_EXTERN PetscErrorCode MatCreateLMVMBadBroyden(MPI_Comm, PetscInt, PetscInt, Mat *);
906 PETSC_EXTERN PetscErrorCode MatCreateLMVMSymBroyden(MPI_Comm, PetscInt, PetscInt, Mat *);
907 PETSC_EXTERN PetscErrorCode MatCreateLMVMSymBadBroyden(MPI_Comm, PetscInt, PetscInt, Mat *);
908 PETSC_EXTERN PetscErrorCode MatCreateLMVMDiagBroyden(MPI_Comm, PetscInt, PetscInt, Mat *);
909 
910 PETSC_EXTERN PetscErrorCode MatLMVMUpdate(Mat, Vec, Vec);
911 PETSC_EXTERN PetscErrorCode MatLMVMIsAllocated(Mat, PetscBool *);
912 PETSC_EXTERN PetscErrorCode MatLMVMAllocate(Mat, Vec, Vec);
913 PETSC_EXTERN PetscErrorCode MatLMVMReset(Mat, PetscBool);
914 PETSC_EXTERN PetscErrorCode MatLMVMResetShift(Mat);
915 PETSC_EXTERN PetscErrorCode MatLMVMClearJ0(Mat);
916 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0(Mat, Mat);
917 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0Scale(Mat, PetscReal);
918 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0Diag(Mat, Vec);
919 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0PC(Mat, PC);
920 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0KSP(Mat, KSP);
921 PETSC_EXTERN PetscErrorCode MatLMVMApplyJ0Fwd(Mat, Vec, Vec);
922 PETSC_EXTERN PetscErrorCode MatLMVMApplyJ0Inv(Mat, Vec, Vec);
923 PETSC_EXTERN PetscErrorCode MatLMVMGetJ0(Mat, Mat *);
924 PETSC_EXTERN PetscErrorCode MatLMVMGetJ0PC(Mat, PC *);
925 PETSC_EXTERN PetscErrorCode MatLMVMGetJ0KSP(Mat, KSP *);
926 PETSC_EXTERN PetscErrorCode MatLMVMSetHistorySize(Mat, PetscInt);
927 PETSC_EXTERN PetscErrorCode MatLMVMGetUpdateCount(Mat, PetscInt *);
928 PETSC_EXTERN PetscErrorCode MatLMVMGetRejectCount(Mat, PetscInt *);
929 PETSC_EXTERN PetscErrorCode MatLMVMSymBroydenSetDelta(Mat, PetscScalar);
930 PETSC_EXTERN PetscErrorCode MatLMVMSymBroydenSetScaleType(Mat, MatLMVMSymBroydenScaleType);
931 
932 PETSC_EXTERN PetscErrorCode KSPSetDM(KSP, DM);
933 PETSC_EXTERN PetscErrorCode KSPSetDMActive(KSP, PetscBool);
934 PETSC_EXTERN PetscErrorCode KSPGetDM(KSP, DM *);
935 PETSC_EXTERN PetscErrorCode KSPSetApplicationContext(KSP, void *);
936 PETSC_EXTERN PetscErrorCode KSPGetApplicationContext(KSP, void *);
937 PETSC_EXTERN PetscErrorCode KSPSetComputeRHS(KSP, PetscErrorCode (*func)(KSP, Vec, void *), void *);
938 PETSC_EXTERN PetscErrorCode KSPSetComputeOperators(KSP, PetscErrorCode (*)(KSP, Mat, Mat, void *), void *);
939 PETSC_EXTERN PetscErrorCode KSPSetComputeInitialGuess(KSP, PetscErrorCode (*)(KSP, Vec, void *), void *);
940 PETSC_EXTERN PetscErrorCode DMKSPSetComputeOperators(DM, PetscErrorCode (*)(KSP, Mat, Mat, void *), void *);
941 PETSC_EXTERN PetscErrorCode DMKSPGetComputeOperators(DM, PetscErrorCode (**)(KSP, Mat, Mat, void *), void *);
942 PETSC_EXTERN PetscErrorCode DMKSPSetComputeRHS(DM, PetscErrorCode (*)(KSP, Vec, void *), void *);
943 PETSC_EXTERN PetscErrorCode DMKSPGetComputeRHS(DM, PetscErrorCode (**)(KSP, Vec, void *), void *);
944 PETSC_EXTERN PetscErrorCode DMKSPSetComputeInitialGuess(DM, PetscErrorCode (*)(KSP, Vec, void *), void *);
945 PETSC_EXTERN PetscErrorCode DMKSPGetComputeInitialGuess(DM, PetscErrorCode (**)(KSP, Vec, void *), void *);
946 
947 PETSC_EXTERN PetscErrorCode DMGlobalToLocalSolve(DM, Vec, Vec);
948 PETSC_EXTERN PetscErrorCode DMProjectField(DM, PetscReal, Vec, void (**)(PetscInt, PetscInt, PetscInt, const PetscInt[], const PetscInt[], const PetscScalar[], const PetscScalar[], const PetscScalar[], const PetscInt[], const PetscInt[], const PetscScalar[], const PetscScalar[], const PetscScalar[], PetscReal, const PetscReal[], PetscInt, const PetscScalar[], PetscScalar[]), InsertMode, Vec);
949 
950 PETSC_EXTERN PetscErrorCode DMAdaptInterpolator(DM, DM, Mat, KSP, Mat, Mat, Mat *, void *);
951 PETSC_EXTERN PetscErrorCode DMCheckInterpolator(DM, Mat, Mat, Mat, PetscReal);
952 #endif
953