xref: /petsc/include/petscksp.h (revision 69eda9da2cab3444df2acd68fbbc2fdf1947414f)
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 {
104   return KSPSetMatSolveBatchSize(ksp, n);
105 }
106 PETSC_EXTERN PetscErrorCode KSPGetMatSolveBatchSize(KSP, PetscInt *);
107 PETSC_DEPRECATED_FUNCTION("Use KSPGetMatSolveBatchSize() (since version 3.15)") static inline PetscErrorCode KSPGetMatSolveBlockSize(KSP ksp, PetscInt *n)
108 {
109   return KSPGetMatSolveBatchSize(ksp, n);
110 }
111 PETSC_EXTERN PetscErrorCode KSPReset(KSP);
112 PETSC_EXTERN PetscErrorCode KSPResetViewers(KSP);
113 PETSC_EXTERN PetscErrorCode KSPDestroy(KSP *);
114 PETSC_EXTERN PetscErrorCode KSPSetReusePreconditioner(KSP, PetscBool);
115 PETSC_EXTERN PetscErrorCode KSPGetReusePreconditioner(KSP, PetscBool *);
116 PETSC_EXTERN PetscErrorCode KSPSetSkipPCSetFromOptions(KSP, PetscBool);
117 PETSC_EXTERN PetscErrorCode KSPCheckSolve(KSP, PC, Vec);
118 
119 PETSC_EXTERN PetscFunctionList KSPList;
120 PETSC_EXTERN PetscFunctionList KSPGuessList;
121 PETSC_EXTERN PetscFunctionList KSPMonitorList;
122 PETSC_EXTERN PetscFunctionList KSPMonitorCreateList;
123 PETSC_EXTERN PetscFunctionList KSPMonitorDestroyList;
124 PETSC_EXTERN PetscErrorCode    KSPRegister(const char[], PetscErrorCode (*)(KSP));
125 PETSC_EXTERN PetscErrorCode KSPMonitorRegister(const char[], PetscViewerType, PetscViewerFormat, PetscErrorCode (*)(KSP, PetscInt, PetscReal, PetscViewerAndFormat *), PetscErrorCode (*)(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **), PetscErrorCode (*)(PetscViewerAndFormat **));
126 
127 PETSC_EXTERN PetscErrorCode KSPSetPCSide(KSP, PCSide);
128 PETSC_EXTERN PetscErrorCode KSPGetPCSide(KSP, PCSide *);
129 PETSC_EXTERN PetscErrorCode KSPSetTolerances(KSP, PetscReal, PetscReal, PetscReal, PetscInt);
130 PETSC_EXTERN PetscErrorCode KSPGetTolerances(KSP, PetscReal *, PetscReal *, PetscReal *, PetscInt *);
131 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessNonzero(KSP, PetscBool);
132 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessNonzero(KSP, PetscBool *);
133 PETSC_EXTERN PetscErrorCode KSPSetErrorIfNotConverged(KSP, PetscBool);
134 PETSC_EXTERN PetscErrorCode KSPGetErrorIfNotConverged(KSP, PetscBool *);
135 PETSC_EXTERN PetscErrorCode KSPSetComputeEigenvalues(KSP, PetscBool);
136 PETSC_EXTERN PetscErrorCode KSPSetComputeRitz(KSP, PetscBool);
137 PETSC_EXTERN PetscErrorCode KSPGetComputeEigenvalues(KSP, PetscBool *);
138 PETSC_EXTERN PetscErrorCode KSPSetComputeSingularValues(KSP, PetscBool);
139 PETSC_EXTERN PetscErrorCode KSPGetComputeSingularValues(KSP, PetscBool *);
140 PETSC_EXTERN PetscErrorCode KSPGetRhs(KSP, Vec *);
141 PETSC_EXTERN PetscErrorCode KSPGetSolution(KSP, Vec *);
142 PETSC_EXTERN PetscErrorCode KSPGetResidualNorm(KSP, PetscReal *);
143 PETSC_EXTERN PetscErrorCode KSPGetIterationNumber(KSP, PetscInt *);
144 PETSC_EXTERN PetscErrorCode KSPGetTotalIterations(KSP, PetscInt *);
145 PETSC_EXTERN PetscErrorCode KSPCreateVecs(KSP, PetscInt, Vec **, PetscInt, Vec **);
146 PETSC_DEPRECATED_FUNCTION("Use KSPCreateVecs() (since version 3.6)") static inline PetscErrorCode KSPGetVecs(KSP ksp, PetscInt n, Vec **x, PetscInt m, Vec **y)
147 {
148   return KSPCreateVecs(ksp, n, x, m, y);
149 }
150 
151 PETSC_EXTERN PetscErrorCode KSPSetPreSolve(KSP, PetscErrorCode (*)(KSP, Vec, Vec, void *), void *);
152 PETSC_EXTERN PetscErrorCode KSPSetPostSolve(KSP, PetscErrorCode (*)(KSP, Vec, Vec, void *), void *);
153 
154 PETSC_EXTERN PetscErrorCode KSPSetPC(KSP, PC);
155 PETSC_EXTERN PetscErrorCode KSPGetPC(KSP, PC *);
156 
157 PETSC_EXTERN PetscErrorCode KSPMonitor(KSP, PetscInt, PetscReal);
158 PETSC_EXTERN PetscErrorCode KSPMonitorSet(KSP, PetscErrorCode (*)(KSP, PetscInt, PetscReal, void *), void *, PetscErrorCode (*)(void **));
159 PETSC_EXTERN PetscErrorCode KSPMonitorCancel(KSP);
160 PETSC_EXTERN PetscErrorCode KSPGetMonitorContext(KSP, void *);
161 PETSC_EXTERN PetscErrorCode KSPGetResidualHistory(KSP, const PetscReal *[], PetscInt *);
162 PETSC_EXTERN PetscErrorCode KSPSetResidualHistory(KSP, PetscReal[], PetscInt, PetscBool);
163 PETSC_EXTERN PetscErrorCode KSPGetErrorHistory(KSP, const PetscReal *[], PetscInt *);
164 PETSC_EXTERN PetscErrorCode KSPSetErrorHistory(KSP, PetscReal[], PetscInt, PetscBool);
165 
166 PETSC_EXTERN PetscErrorCode KSPBuildSolutionDefault(KSP, Vec, Vec *);
167 PETSC_EXTERN PetscErrorCode KSPBuildResidualDefault(KSP, Vec, Vec, Vec *);
168 PETSC_EXTERN PetscErrorCode KSPDestroyDefault(KSP);
169 PETSC_EXTERN PetscErrorCode KSPSetWorkVecs(KSP, PetscInt);
170 
171 PETSC_EXTERN PetscErrorCode PCKSPGetKSP(PC, KSP *);
172 PETSC_EXTERN PetscErrorCode PCKSPSetKSP(PC, KSP);
173 PETSC_EXTERN PetscErrorCode PCBJacobiGetSubKSP(PC, PetscInt *, PetscInt *, KSP *[]);
174 PETSC_EXTERN PetscErrorCode PCASMGetSubKSP(PC, PetscInt *, PetscInt *, KSP *[]);
175 PETSC_EXTERN PetscErrorCode PCGASMGetSubKSP(PC, PetscInt *, PetscInt *, KSP *[]);
176 PETSC_EXTERN PetscErrorCode PCFieldSplitGetSubKSP(PC, PetscInt *, KSP *[]);
177 PETSC_EXTERN PetscErrorCode PCFieldSplitSchurGetSubKSP(PC, PetscInt *, KSP *[]);
178 PETSC_EXTERN PetscErrorCode PCMGGetSmoother(PC, PetscInt, KSP *);
179 PETSC_EXTERN PetscErrorCode PCMGGetSmootherDown(PC, PetscInt, KSP *);
180 PETSC_EXTERN PetscErrorCode PCMGGetSmootherUp(PC, PetscInt, KSP *);
181 PETSC_EXTERN PetscErrorCode PCMGGetCoarseSolve(PC, KSP *);
182 PETSC_EXTERN PetscErrorCode PCGalerkinGetKSP(PC, KSP *);
183 PETSC_EXTERN PetscErrorCode PCDeflationGetCoarseKSP(PC, KSP *);
184 /*
185   PCMGCoarseList contains the list of coarse space constructor currently registered
186   These are added with PCMGRegisterCoarseSpaceConstructor()
187 */
188 PETSC_EXTERN PetscFunctionList PCMGCoarseList;
189 PETSC_EXTERN PetscErrorCode    PCMGRegisterCoarseSpaceConstructor(const char[], PetscErrorCode (*)(PC, PetscInt, DM, KSP, PetscInt, Mat, Mat *));
190 PETSC_EXTERN PetscErrorCode    PCMGGetCoarseSpaceConstructor(const char[], PetscErrorCode (**)(PC, PetscInt, DM, KSP, PetscInt, Mat, Mat *));
191 
192 PETSC_EXTERN PetscErrorCode KSPBuildSolution(KSP, Vec, Vec *);
193 PETSC_EXTERN PetscErrorCode KSPBuildResidual(KSP, Vec, Vec, Vec *);
194 
195 PETSC_EXTERN PetscErrorCode KSPRichardsonSetScale(KSP, PetscReal);
196 PETSC_EXTERN PetscErrorCode KSPRichardsonSetSelfScale(KSP, PetscBool);
197 PETSC_EXTERN PetscErrorCode KSPChebyshevSetEigenvalues(KSP, PetscReal, PetscReal);
198 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSet(KSP, PetscReal, PetscReal, PetscReal, PetscReal);
199 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSetUseNoisy(KSP, PetscBool);
200 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigGetKSP(KSP, KSP *);
201 PETSC_EXTERN PetscErrorCode KSPComputeExtremeSingularValues(KSP, PetscReal *, PetscReal *);
202 PETSC_EXTERN PetscErrorCode KSPComputeEigenvalues(KSP, PetscInt, PetscReal[], PetscReal[], PetscInt *);
203 PETSC_EXTERN PetscErrorCode KSPComputeEigenvaluesExplicitly(KSP, PetscInt, PetscReal[], PetscReal[]);
204 PETSC_EXTERN PetscErrorCode KSPComputeRitz(KSP, PetscBool, PetscBool, PetscInt *, Vec[], PetscReal[], PetscReal[]);
205 
206 /*E
207 
208   KSPFCDTruncationType - Define how stored directions are used to orthogonalize in flexible conjugate directions (FCD) methods
209 
210   Values:
211 + `KSP_FCD_TRUNC_TYPE_STANDARD` - uses all (up to mmax) stored directions
212 - `KSP_FCD_TRUNC_TYPE_NOTAY` - uses the last max(1,mod(i,mmax)) stored directions at iteration i=0,1..
213 
214    Level: intermediate
215 
216 .seealso: `KSP`, `KSPFCG`, `KSPPIPEFCG`, `KSPPIPEGCR`, `KSPFCGSetTruncationType()`, `KSPFCGGetTruncationType()`
217 E*/
218 typedef enum {
219   KSP_FCD_TRUNC_TYPE_STANDARD,
220   KSP_FCD_TRUNC_TYPE_NOTAY
221 } KSPFCDTruncationType;
222 PETSC_EXTERN const char *const KSPFCDTruncationTypes[];
223 
224 PETSC_EXTERN PetscErrorCode KSPFCGSetMmax(KSP, PetscInt);
225 PETSC_EXTERN PetscErrorCode KSPFCGGetMmax(KSP, PetscInt *);
226 PETSC_EXTERN PetscErrorCode KSPFCGSetNprealloc(KSP, PetscInt);
227 PETSC_EXTERN PetscErrorCode KSPFCGGetNprealloc(KSP, PetscInt *);
228 PETSC_EXTERN PetscErrorCode KSPFCGSetTruncationType(KSP, KSPFCDTruncationType);
229 PETSC_EXTERN PetscErrorCode KSPFCGGetTruncationType(KSP, KSPFCDTruncationType *);
230 
231 PETSC_EXTERN PetscErrorCode KSPPIPEFCGSetMmax(KSP, PetscInt);
232 PETSC_EXTERN PetscErrorCode KSPPIPEFCGGetMmax(KSP, PetscInt *);
233 PETSC_EXTERN PetscErrorCode KSPPIPEFCGSetNprealloc(KSP, PetscInt);
234 PETSC_EXTERN PetscErrorCode KSPPIPEFCGGetNprealloc(KSP, PetscInt *);
235 PETSC_EXTERN PetscErrorCode KSPPIPEFCGSetTruncationType(KSP, KSPFCDTruncationType);
236 PETSC_EXTERN PetscErrorCode KSPPIPEFCGGetTruncationType(KSP, KSPFCDTruncationType *);
237 
238 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetMmax(KSP, PetscInt);
239 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetMmax(KSP, PetscInt *);
240 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetNprealloc(KSP, PetscInt);
241 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetNprealloc(KSP, PetscInt *);
242 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetTruncationType(KSP, KSPFCDTruncationType);
243 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetTruncationType(KSP, KSPFCDTruncationType *);
244 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetUnrollW(KSP, PetscBool);
245 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetUnrollW(KSP, PetscBool *);
246 
247 PETSC_EXTERN PetscErrorCode KSPGMRESSetRestart(KSP, PetscInt);
248 PETSC_EXTERN PetscErrorCode KSPGMRESGetRestart(KSP, PetscInt *);
249 PETSC_EXTERN PetscErrorCode KSPGMRESSetHapTol(KSP, PetscReal);
250 PETSC_EXTERN PetscErrorCode KSPGMRESSetBreakdownTolerance(KSP, PetscReal);
251 
252 PETSC_EXTERN PetscErrorCode KSPGMRESSetPreAllocateVectors(KSP);
253 PETSC_EXTERN PetscErrorCode KSPGMRESSetOrthogonalization(KSP, PetscErrorCode (*)(KSP, PetscInt));
254 PETSC_EXTERN PetscErrorCode KSPGMRESGetOrthogonalization(KSP, PetscErrorCode (**)(KSP, PetscInt));
255 PETSC_EXTERN PetscErrorCode KSPGMRESModifiedGramSchmidtOrthogonalization(KSP, PetscInt);
256 PETSC_EXTERN PetscErrorCode KSPGMRESClassicalGramSchmidtOrthogonalization(KSP, PetscInt);
257 
258 PETSC_EXTERN PetscErrorCode KSPLGMRESSetAugDim(KSP, PetscInt);
259 PETSC_EXTERN PetscErrorCode KSPLGMRESSetConstant(KSP);
260 
261 PETSC_EXTERN PetscErrorCode KSPPIPEFGMRESSetShift(KSP, PetscScalar);
262 
263 PETSC_EXTERN PetscErrorCode KSPGCRSetRestart(KSP, PetscInt);
264 PETSC_EXTERN PetscErrorCode KSPGCRGetRestart(KSP, PetscInt *);
265 PETSC_EXTERN PetscErrorCode KSPGCRSetModifyPC(KSP, PetscErrorCode (*)(KSP, PetscInt, PetscReal, void *), void *, PetscErrorCode (*)(void *));
266 
267 PETSC_EXTERN PetscErrorCode KSPFETIDPGetInnerBDDC(KSP, PC *);
268 PETSC_EXTERN PetscErrorCode KSPFETIDPSetInnerBDDC(KSP, PC);
269 PETSC_EXTERN PetscErrorCode KSPFETIDPGetInnerKSP(KSP, KSP *);
270 PETSC_EXTERN PetscErrorCode KSPFETIDPSetPressureOperator(KSP, Mat);
271 
272 PETSC_EXTERN PetscErrorCode KSPHPDDMSetDeflationMat(KSP, Mat);
273 PETSC_EXTERN PetscErrorCode KSPHPDDMGetDeflationMat(KSP, Mat *);
274 #if PetscDefined(HAVE_HPDDM)
275 PETSC_DEPRECATED_FUNCTION("Use KSPHPDDMSetDeflationMat() (since version 3.18)") static inline PetscErrorCode KSPHPDDMSetDeflationSpace(KSP ksp, Mat U)
276 {
277   return KSPHPDDMSetDeflationMat(ksp, U);
278 }
279 PETSC_DEPRECATED_FUNCTION("Use KSPHPDDMGetDeflationMat() (since version 3.18)") static inline PetscErrorCode KSPHPDDMGetDeflationSpace(KSP ksp, Mat *U)
280 {
281   return KSPHPDDMGetDeflationMat(ksp, U);
282 }
283 #endif
284 PETSC_DEPRECATED_FUNCTION("Use KSPMatSolve() (since version 3.14)") static inline PetscErrorCode KSPHPDDMMatSolve(KSP ksp, Mat B, Mat X)
285 {
286   return KSPMatSolve(ksp, B, X);
287 }
288 /*E
289     KSPHPDDMType - Type of Krylov method used by `KSPHPDDM`
290 
291     Level: intermediate
292 
293     Values:
294 $   `KSP_HPDDM_TYPE_GMRES` (default)
295 $   `KSP_HPDDM_TYPE_BGMRES`
296 $   `KSP_HPDDM_TYPE_CG`
297 $   `KSP_HPDDM_TYPE_BCG`
298 $   `KSP_HPDDM_TYPE_GCRODR`
299 $   `KSP_HPDDM_TYPE_BGCRODR`
300 $   `KSP_HPDDM_TYPE_BFBCG`
301 $   `KSP_HPDDM_TYPE_PREONLY`
302 
303 .seealso: `KSPHPDDM`, `KSPHPDDMSetType()`
304 E*/
305 typedef enum {
306   KSP_HPDDM_TYPE_GMRES   = 0,
307   KSP_HPDDM_TYPE_BGMRES  = 1,
308   KSP_HPDDM_TYPE_CG      = 2,
309   KSP_HPDDM_TYPE_BCG     = 3,
310   KSP_HPDDM_TYPE_GCRODR  = 4,
311   KSP_HPDDM_TYPE_BGCRODR = 5,
312   KSP_HPDDM_TYPE_BFBCG   = 6,
313   KSP_HPDDM_TYPE_PREONLY = 7
314 } KSPHPDDMType;
315 PETSC_EXTERN const char *const KSPHPDDMTypes[];
316 /*E
317     KSPHPDDMPrecision - Precision of Krylov bases used by `KSPHPDDM`
318 
319     Level: intermediate
320 
321     Values:
322 $   `KSP_HPDDM_PRECISION_HALF`
323 $   `KSP_HPDDM_PRECISION_SINGLE` (default when PETSc is configured --with-precision=single)
324 $   `KSP_HPDDM_PRECISION_DOUBLE` (default when PETSc is configured --with-precision=double)
325 $   `KSP_HPDDM_PRECISION_QUADRUPLE` (default when PETSc is configured --with-precision=__float128)
326 
327 .seealso: `KSPHPDDM`
328 E*/
329 typedef enum {
330   KSP_HPDDM_PRECISION_HALF      = 0,
331   KSP_HPDDM_PRECISION_SINGLE    = 1,
332   KSP_HPDDM_PRECISION_DOUBLE    = 2,
333   KSP_HPDDM_PRECISION_QUADRUPLE = 3
334 } KSPHPDDMPrecision;
335 PETSC_EXTERN PetscErrorCode KSPHPDDMSetType(KSP, KSPHPDDMType);
336 PETSC_EXTERN PetscErrorCode KSPHPDDMGetType(KSP, KSPHPDDMType *);
337 
338 /*E
339     KSPGMRESCGSRefinementType - How the classical (unmodified) Gram-Schmidt is performed.
340 
341    Level: advanced
342 
343 .seealso: `KSPGMRESClassicalGramSchmidtOrthogonalization()`, `KSPGMRESSetOrthogonalization()`, `KSPGMRESGetOrthogonalization()`,
344           `KSPGMRESSetCGSRefinementType()`, `KSPGMRESGetCGSRefinementType()`, `KSPGMRESModifiedGramSchmidtOrthogonalization()`
345 
346 E*/
347 typedef enum {
348   KSP_GMRES_CGS_REFINE_NEVER,
349   KSP_GMRES_CGS_REFINE_IFNEEDED,
350   KSP_GMRES_CGS_REFINE_ALWAYS
351 } KSPGMRESCGSRefinementType;
352 PETSC_EXTERN const char *const KSPGMRESCGSRefinementTypes[];
353 /*MC
354     KSP_GMRES_CGS_REFINE_NEVER - Do the classical (unmodified) Gram-Schmidt process
355 
356    Level: advanced
357 
358    Note:
359    Possibly unstable, but the fastest to compute
360 
361 .seealso: `KSPGMRESClassicalGramSchmidtOrthogonalization()`, `KSPGMRESSetOrthogonalization()`, `KSPGMRESGetOrthogonalization()`,
362           `KSPGMRESSetCGSRefinementType()`, `KSPGMRESGetCGSRefinementType()`, `KSP_GMRES_CGS_REFINE_IFNEEDED`, `KSP_GMRES_CGS_REFINE_ALWAYS`,
363           `KSPGMRESModifiedGramSchmidtOrthogonalization()`
364 M*/
365 
366 /*MC
367     KSP_GMRES_CGS_REFINE_IFNEEDED - Do the classical (unmodified) Gram-Schmidt process and one step of
368           iterative refinement if an estimate of the orthogonality of the resulting vectors indicates
369           poor orthogonality.
370 
371    Level: advanced
372 
373    Note: This is slower than `KSP_GMRES_CGS_REFINE_NEVER` because it requires an extra norm computation to
374      estimate the orthogonality but is more stable.
375 
376 .seealso: `KSPGMRESClassicalGramSchmidtOrthogonalization()`, `KSPGMRESSetOrthogonalization()`, `KSPGMRESGetOrthogonalization()`,
377           `KSPGMRESSetCGSRefinementType()`, `KSPGMRESGetCGSRefinementType()`, `KSP_GMRES_CGS_REFINE_NEVER`, `KSP_GMRES_CGS_REFINE_ALWAYS`,
378           `KSPGMRESModifiedGramSchmidtOrthogonalization()`
379 M*/
380 
381 /*MC
382     KSP_GMRES_CGS_REFINE_NEVER - Do two steps of the classical (unmodified) Gram-Schmidt process.
383 
384    Level: advanced
385 
386    Notes:
387    This is roughly twice the cost of `KSP_GMRES_CGS_REFINE_NEVER` because it performs the process twice
388    but it saves the extra norm calculation needed by `KSP_GMRES_CGS_REFINE_IFNEEDED`.
389 
390    You should only use this if you absolutely know that the iterative refinement is needed.
391 
392 .seealso: `KSPGMRESClassicalGramSchmidtOrthogonalization()`, `KSPGMRESSetOrthogonalization()`, `KSPGMRESGetOrthogonalization()`,
393           `KSPGMRESSetCGSRefinementType()`, `KSPGMRESGetCGSRefinementType()`, `KSP_GMRES_CGS_REFINE_IFNEEDED`, `KSP_GMRES_CGS_REFINE_ALWAYS`,
394           `KSPGMRESModifiedGramSchmidtOrthogonalization()`
395 M*/
396 
397 PETSC_EXTERN PetscErrorCode KSPGMRESSetCGSRefinementType(KSP, KSPGMRESCGSRefinementType);
398 PETSC_EXTERN PetscErrorCode KSPGMRESGetCGSRefinementType(KSP, KSPGMRESCGSRefinementType *);
399 
400 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCNoChange(KSP, PetscInt, PetscInt, PetscReal, void *);
401 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCKSP(KSP, PetscInt, PetscInt, PetscReal, void *);
402 PETSC_EXTERN PetscErrorCode KSPFGMRESSetModifyPC(KSP, PetscErrorCode (*)(KSP, PetscInt, PetscInt, PetscReal, void *), void *, PetscErrorCode (*)(void *));
403 
404 PETSC_EXTERN PetscErrorCode KSPQCGSetTrustRegionRadius(KSP, PetscReal);
405 PETSC_EXTERN PetscErrorCode KSPQCGGetQuadratic(KSP, PetscReal *);
406 PETSC_EXTERN PetscErrorCode KSPQCGGetTrialStepNorm(KSP, PetscReal *);
407 
408 PETSC_EXTERN PetscErrorCode KSPBCGSLSetXRes(KSP, PetscReal);
409 PETSC_EXTERN PetscErrorCode KSPBCGSLSetPol(KSP, PetscBool);
410 PETSC_EXTERN PetscErrorCode KSPBCGSLSetEll(KSP, PetscInt);
411 PETSC_EXTERN PetscErrorCode KSPBCGSLSetUsePseudoinverse(KSP, PetscBool);
412 
413 PETSC_EXTERN PetscErrorCode KSPSetFromOptions(KSP);
414 PETSC_EXTERN PetscErrorCode KSPResetFromOptions(KSP);
415 PETSC_EXTERN PetscErrorCode KSPAddOptionsChecker(PetscErrorCode (*)(KSP));
416 
417 PETSC_EXTERN PetscErrorCode KSPMonitorSetFromOptions(KSP, const char[], const char[], void *);
418 PETSC_EXTERN PetscErrorCode KSPMonitorLGCreate(MPI_Comm, const char[], const char[], const char[], PetscInt, const char *[], int, int, int, int, PetscDrawLG *);
419 PETSC_EXTERN PetscErrorCode KSPMonitorResidual(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
420 PETSC_EXTERN PetscErrorCode KSPMonitorResidualDraw(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
421 PETSC_EXTERN PetscErrorCode KSPMonitorResidualDrawLG(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
422 PETSC_EXTERN PetscErrorCode KSPMonitorResidualDrawLGCreate(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **);
423 PETSC_EXTERN PetscErrorCode KSPMonitorResidualShort(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
424 PETSC_EXTERN PetscErrorCode KSPMonitorResidualRange(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
425 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidual(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
426 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualDraw(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
427 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualDrawLG(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
428 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualDrawLGCreate(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **);
429 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualMax(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
430 PETSC_EXTERN PetscErrorCode KSPMonitorError(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
431 PETSC_EXTERN PetscErrorCode KSPMonitorErrorDraw(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
432 PETSC_EXTERN PetscErrorCode KSPMonitorErrorDrawLG(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
433 PETSC_EXTERN PetscErrorCode KSPMonitorErrorDrawLGCreate(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **);
434 PETSC_EXTERN PetscErrorCode KSPMonitorSolution(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
435 PETSC_EXTERN PetscErrorCode KSPMonitorSolutionDraw(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
436 PETSC_EXTERN PetscErrorCode KSPMonitorSolutionDrawLG(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
437 PETSC_EXTERN PetscErrorCode KSPMonitorSolutionDrawLGCreate(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **);
438 PETSC_EXTERN PetscErrorCode KSPMonitorSingularValue(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
439 PETSC_EXTERN PetscErrorCode KSPMonitorSingularValueCreate(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **);
440 PETSC_DEPRECATED_FUNCTION("Use KSPMonitorResidual() (since version 3.15)") static inline PetscErrorCode KSPMonitorDefault(KSP ksp, PetscInt n, PetscReal rnorm, PetscViewerAndFormat *vf)
441 {
442   return KSPMonitorResidual(ksp, n, rnorm, vf);
443 }
444 PETSC_DEPRECATED_FUNCTION("Use KSPMonitorTrueResidual() (since version 3.15)") static inline PetscErrorCode KSPMonitorTrueResidualNorm(KSP ksp, PetscInt n, PetscReal rnorm, PetscViewerAndFormat *vf)
445 {
446   return KSPMonitorTrueResidual(ksp, n, rnorm, vf);
447 }
448 PETSC_DEPRECATED_FUNCTION("Use KSPMonitorTrueResidualMax() (since version 3.15)") static inline PetscErrorCode KSPMonitorTrueResidualMaxNorm(KSP ksp, PetscInt n, PetscReal rnorm, PetscViewerAndFormat *vf)
449 {
450   return KSPMonitorTrueResidualMax(ksp, n, rnorm, vf);
451 }
452 
453 PETSC_EXTERN PetscErrorCode KSPGMRESMonitorKrylov(KSP, PetscInt, PetscReal, void *);
454 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicTolerance(KSP, PetscInt, PetscReal, void *);
455 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicToleranceDestroy(void **);
456 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicToleranceCreate(void *);
457 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicToleranceSetCoefficient(void *, PetscReal);
458 PETSC_EXTERN PetscErrorCode KSPMonitorSAWs(KSP, PetscInt, PetscReal, void *);
459 PETSC_EXTERN PetscErrorCode KSPMonitorSAWsCreate(KSP, void **);
460 PETSC_EXTERN PetscErrorCode KSPMonitorSAWsDestroy(void **);
461 
462 PETSC_EXTERN PetscErrorCode KSPUnwindPreconditioner(KSP, Vec, Vec);
463 PETSC_EXTERN PetscErrorCode KSPInitialResidual(KSP, Vec, Vec, Vec, Vec, Vec);
464 
465 PETSC_EXTERN PetscErrorCode KSPSetOperators(KSP, Mat, Mat);
466 PETSC_EXTERN PetscErrorCode KSPGetOperators(KSP, Mat *, Mat *);
467 PETSC_EXTERN PetscErrorCode KSPGetOperatorsSet(KSP, PetscBool *, PetscBool *);
468 PETSC_EXTERN PetscErrorCode KSPSetOptionsPrefix(KSP, const char[]);
469 PETSC_EXTERN PetscErrorCode KSPAppendOptionsPrefix(KSP, const char[]);
470 PETSC_EXTERN PetscErrorCode KSPGetOptionsPrefix(KSP, const char *[]);
471 
472 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScale(KSP, PetscBool);
473 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScale(KSP, PetscBool *);
474 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScaleFix(KSP, PetscBool);
475 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScaleFix(KSP, PetscBool *);
476 
477 PETSC_EXTERN PetscErrorCode KSPView(KSP, PetscViewer);
478 PETSC_EXTERN PetscErrorCode KSPLoad(KSP, PetscViewer);
479 PETSC_EXTERN PetscErrorCode KSPViewFromOptions(KSP, PetscObject, const char[]);
480 PETSC_EXTERN PetscErrorCode KSPConvergedReasonView(KSP, PetscViewer);
481 PETSC_EXTERN PetscErrorCode KSPConvergedReasonViewSet(KSP, PetscErrorCode (*)(KSP, void *), void *vctx, PetscErrorCode (*)(void **));
482 PETSC_EXTERN PetscErrorCode KSPConvergedReasonViewFromOptions(KSP);
483 PETSC_EXTERN PetscErrorCode KSPConvergedReasonViewCancel(KSP);
484 PETSC_EXTERN PetscErrorCode KSPConvergedRateView(KSP, PetscViewer);
485 
486 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedReasonView() (since version 3.14)") static inline PetscErrorCode KSPReasonView(KSP ksp, PetscViewer v)
487 {
488   return KSPConvergedReasonView(ksp, v);
489 }
490 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedReasonViewFromOptions() (since version 3.14)") static inline PetscErrorCode KSPReasonViewFromOptions(KSP ksp)
491 {
492   return KSPConvergedReasonViewFromOptions(ksp);
493 }
494 
495 #define KSP_FILE_CLASSID 1211223
496 
497 PETSC_EXTERN PetscErrorCode KSPLSQRSetExactMatNorm(KSP, PetscBool);
498 PETSC_EXTERN PetscErrorCode KSPLSQRSetComputeStandardErrorVec(KSP, PetscBool);
499 PETSC_EXTERN PetscErrorCode KSPLSQRGetStandardErrorVec(KSP, Vec *);
500 PETSC_EXTERN PetscErrorCode KSPLSQRGetNorms(KSP, PetscReal *, PetscReal *);
501 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorResidual(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
502 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorResidualDrawLG(KSP, PetscInt, PetscReal, PetscViewerAndFormat *);
503 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorResidualDrawLGCreate(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **);
504 
505 PETSC_EXTERN PetscErrorCode PCRedundantGetKSP(PC, KSP *);
506 PETSC_EXTERN PetscErrorCode PCRedistributeGetKSP(PC, KSP *);
507 PETSC_EXTERN PetscErrorCode PCTelescopeGetKSP(PC, KSP *);
508 
509 /*E
510     KSPNormType - Norm that is passed in the Krylov convergence
511        test routines.
512 
513    Level: advanced
514 
515    Each solver only supports a subset of these and some may support different ones
516    depending on left or right preconditioning, see `KSPSetPCSide()`
517 
518    Developer Note:
519     this must match petsc/finclude/petscksp.h
520 
521 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPSetNormType()`,
522           `KSPSetConvergenceTest()`, `KSPSetPCSide()`
523 E*/
524 typedef enum {
525   KSP_NORM_DEFAULT          = -1,
526   KSP_NORM_NONE             = 0,
527   KSP_NORM_PRECONDITIONED   = 1,
528   KSP_NORM_UNPRECONDITIONED = 2,
529   KSP_NORM_NATURAL          = 3
530 } KSPNormType;
531 #define KSP_NORM_MAX (KSP_NORM_NATURAL + 1)
532 PETSC_EXTERN const char *const *const KSPNormTypes;
533 
534 /*MC
535     KSP_NORM_NONE - Do not compute a norm during the Krylov process. This will
536           possibly save some computation but means the convergence test cannot
537           be based on a norm of a residual etc.
538 
539    Level: advanced
540 
541     Note: Some Krylov methods need to compute a residual norm (such as `KPSGMRES`) and then this option is ignored
542 
543 .seealso: `KSPNormType`, `KSPSetNormType()`, `KSP_NORM_PRECONDITIONED`, `KSP_NORM_UNPRECONDITIONED`, `KSP_NORM_NATURAL`
544 M*/
545 
546 /*MC
547     KSP_NORM_PRECONDITIONED - Compute the norm of the preconditioned residual B*(b - A*x), if left preconditioning, and pass that to the
548        convergence test routine.
549 
550    Level: advanced
551 
552 .seealso: `KSPNormType`, `KSPSetNormType()`, `KSP_NORM_NONE`, `KSP_NORM_UNPRECONDITIONED`, `KSP_NORM_NATURAL`, `KSPSetConvergenceTest()`
553 M*/
554 
555 /*MC
556     KSP_NORM_UNPRECONDITIONED - Compute the norm of the true residual (b - A*x) and pass that to the
557        convergence test routine.
558 
559    Level: advanced
560 
561 .seealso: `KSPNormType`, `KSPSetNormType()`, `KSP_NORM_NONE`, `KSP_NORM_PRECONDITIONED`, `KSP_NORM_NATURAL`, `KSPSetConvergenceTest()`
562 M*/
563 
564 /*MC
565     KSP_NORM_NATURAL - Compute the 'natural norm' of residual sqrt((b - A*x)*B*(b - A*x)) and pass that to the
566        convergence test routine. This is only supported by  `KSPCG`, `KSPCR`, `KSPCGNE`, `KSPCGS`, `KSPFCG`, `KSPPIPEFCG`, `KSPPIPEGCR`
567 
568    Level: advanced
569 
570 .seealso: `KSPNormType`, `KSPSetNormType()`, `KSP_NORM_NONE`, `KSP_NORM_PRECONDITIONED`, `KSP_NORM_UNPRECONDITIONED`, `KSPSetConvergenceTest()`
571 M*/
572 
573 PETSC_EXTERN PetscErrorCode KSPSetNormType(KSP, KSPNormType);
574 PETSC_EXTERN PetscErrorCode KSPGetNormType(KSP, KSPNormType *);
575 PETSC_EXTERN PetscErrorCode KSPSetSupportedNorm(KSP ksp, KSPNormType, PCSide, PetscInt);
576 PETSC_EXTERN PetscErrorCode KSPSetCheckNormIteration(KSP, PetscInt);
577 PETSC_EXTERN PetscErrorCode KSPSetLagNorm(KSP, PetscBool);
578 
579 #define KSP_DIVERGED_PCSETUP_FAILED_DEPRECATED KSP_DIVERGED_PCSETUP_FAILED PETSC_DEPRECATED_ENUM("Use KSP_DIVERGED_PC_FAILED (since version 3.11)")
580 /*E
581     KSPConvergedReason - reason a Krylov method was said to have converged or diverged
582 
583    Level: beginner
584 
585    Notes:
586     See `KSPGetConvergedReason()` for explanation of each value
587 
588    Developer Notes:
589    This must match petsc/finclude/petscksp.h
590 
591    The string versions of these are `KSPConvergedReasons`; if you change
592    any of the values here also change them that array of names.
593 
594 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPSetTolerances()`, `KSPConvergedReasonView()`
595 E*/
596 typedef enum { /* converged */
597   KSP_CONVERGED_RTOL_NORMAL     = 1,
598   KSP_CONVERGED_ATOL_NORMAL     = 9,
599   KSP_CONVERGED_RTOL            = 2,
600   KSP_CONVERGED_ATOL            = 3,
601   KSP_CONVERGED_ITS             = 4,
602   KSP_CONVERGED_CG_NEG_CURVE    = 5,
603   KSP_CONVERGED_CG_CONSTRAINED  = 6,
604   KSP_CONVERGED_STEP_LENGTH     = 7,
605   KSP_CONVERGED_HAPPY_BREAKDOWN = 8,
606   /* diverged */
607   KSP_DIVERGED_NULL                      = -2,
608   KSP_DIVERGED_ITS                       = -3,
609   KSP_DIVERGED_DTOL                      = -4,
610   KSP_DIVERGED_BREAKDOWN                 = -5,
611   KSP_DIVERGED_BREAKDOWN_BICG            = -6,
612   KSP_DIVERGED_NONSYMMETRIC              = -7,
613   KSP_DIVERGED_INDEFINITE_PC             = -8,
614   KSP_DIVERGED_NANORINF                  = -9,
615   KSP_DIVERGED_INDEFINITE_MAT            = -10,
616   KSP_DIVERGED_PC_FAILED                 = -11,
617   KSP_DIVERGED_PCSETUP_FAILED_DEPRECATED = -11,
618 
619   KSP_CONVERGED_ITERATING = 0
620 } KSPConvergedReason;
621 PETSC_EXTERN const char *const *KSPConvergedReasons;
622 
623 /*MC
624      KSP_CONVERGED_RTOL - norm(r) <= rtol*norm(b) or rtol*norm(b - A*x_0) if `KSPConvergedDefaultSetUIRNorm()` was called
625 
626    Level: beginner
627 
628    See `KSPNormType` and `KSPSetNormType()` for possible norms that may be used. By default
629    for left preconditioning it is the 2-norm of the preconditioned residual, and the
630    2-norm of the residual for right preconditioning
631 
632    See also `KSP_CONVERGED_ATOL` which may apply before this tolerance.
633 
634 .seealso: `KSP_CONVERGED_ATOL`, `KSP_DIVERGED_DTOL`, `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
635 
636 M*/
637 
638 /*MC
639      KSP_CONVERGED_ATOL - norm(r) <= atol
640 
641    Level: beginner
642 
643    See `KSPNormType` and `KSPSetNormType()` for possible norms that may be used. By default
644        for left preconditioning it is the 2-norm of the preconditioned residual, and the
645        2-norm of the residual for right preconditioning
646 
647    See also `KSP_CONVERGED_RTOL` which may apply before this tolerance.
648 
649 .seealso: `KSP_CONVERGED_RTOL`, `KSP_DIVERGED_DTOL`, `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
650 
651 M*/
652 
653 /*MC
654      KSP_DIVERGED_DTOL - norm(r) >= dtol*norm(b)
655 
656    Level: beginner
657 
658    See `KSPNormType` and `KSPSetNormType()` for possible norms that may be used. By default
659        for left preconditioning it is the 2-norm of the preconditioned residual, and the
660        2-norm of the residual for right preconditioning
661 
662    Level: beginner
663 
664 .seealso: `KSP_CONVERGED_ATOL`, `KSP_DIVERGED_RTOL`, `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
665 
666 M*/
667 
668 /*MC
669      KSP_DIVERGED_ITS - Ran out of iterations before any convergence criteria was
670       reached
671 
672    Level: beginner
673 
674 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
675 
676 M*/
677 
678 /*MC
679      KSP_CONVERGED_ITS - Used by the `KSPPREONLY` solver after the single iteration of
680            the preconditioner is applied. Also used when the `KSPConvergedSkip()` convergence
681            test routine is set in KSP.
682 
683    Level: beginner
684 
685 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
686 
687 M*/
688 
689 /*MC
690      KSP_DIVERGED_BREAKDOWN - A breakdown in the Krylov method was detected so the
691           method could not continue to enlarge the Krylov space. Could be due to a singular matrix or
692           preconditioner. In `KSPHPDDM`, this is also returned when some search directions within a block
693           are colinear.
694 
695    Level: beginner
696 
697 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
698 
699 M*/
700 
701 /*MC
702      KSP_DIVERGED_BREAKDOWN_BICG - A breakdown in the `KSPBICG` method was detected so the
703           method could not continue to enlarge the Krylov space.
704 
705    Level: beginner
706 
707 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
708 
709 M*/
710 
711 /*MC
712      KSP_DIVERGED_NONSYMMETRIC - It appears the operator or preconditioner is not
713         symmetric and this Krylov method (`KSPCG`, `KSPMINRES`, `KSPCR`) requires symmetry
714 
715    Level: beginner
716 
717 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
718 
719 M*/
720 
721 /*MC
722      KSP_DIVERGED_INDEFINITE_PC - It appears the preconditioner is indefinite (has both
723         positive and negative eigenvalues) and this Krylov method (`KSPCG`) requires it to
724         be positive definite
725 
726    Level: beginner
727 
728      Note:
729     This can happen with the `PCICC` preconditioner, use -pc_factor_shift_positive_definite to force
730   the `PCICC` preconditioner to generate a positive definite preconditioner
731 
732 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
733 
734 M*/
735 
736 /*MC
737      KSP_DIVERGED_PC_FAILED - It was not possible to build or use the requested preconditioner. This is usually due to a
738      zero pivot in a factorization. It can also result from a failure in a subpreconditioner inside a nested preconditioner
739      such as `PCFIELDSPLIT`.
740 
741    Level: beginner
742 
743     Notes:
744     Run with -ksp_error_if_not_converged to stop the program when the error is detected and print an error message with details.
745 
746 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
747 
748 M*/
749 
750 /*MC
751      KSP_CONVERGED_ITERATING - This flag is returned if you call `KSPGetConvergedReason()`
752         while the `KSPSolve()` is still running.
753 
754    Level: beginner
755 
756 .seealso: `KSPSolve()`, `KSPGetConvergedReason()`, `KSPConvergedReason`, `KSPSetTolerances()`
757 
758 M*/
759 
760 PETSC_EXTERN PetscErrorCode KSPSetConvergenceTest(KSP, PetscErrorCode (*)(KSP, PetscInt, PetscReal, KSPConvergedReason *, void *), void *, PetscErrorCode (*)(void *));
761 PETSC_EXTERN PetscErrorCode KSPGetConvergenceTest(KSP, PetscErrorCode (**)(KSP, PetscInt, PetscReal, KSPConvergedReason *, void *), void **, PetscErrorCode (**)(void *));
762 PETSC_EXTERN PetscErrorCode KSPGetAndClearConvergenceTest(KSP, PetscErrorCode (**)(KSP, PetscInt, PetscReal, KSPConvergedReason *, void *), void **, PetscErrorCode (**)(void *));
763 PETSC_EXTERN PetscErrorCode KSPGetConvergenceContext(KSP, void *);
764 PETSC_EXTERN PetscErrorCode KSPConvergedDefault(KSP, PetscInt, PetscReal, KSPConvergedReason *, void *);
765 PETSC_EXTERN PetscErrorCode KSPLSQRConvergedDefault(KSP, PetscInt, PetscReal, KSPConvergedReason *, void *);
766 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultDestroy(void *);
767 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultCreate(void **);
768 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetUIRNorm(KSP);
769 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetUMIRNorm(KSP);
770 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetConvergedMaxits(KSP, PetscBool);
771 PETSC_EXTERN PetscErrorCode KSPConvergedSkip(KSP, PetscInt, PetscReal, KSPConvergedReason *, void *);
772 PETSC_EXTERN PetscErrorCode KSPGetConvergedReason(KSP, KSPConvergedReason *);
773 PETSC_EXTERN PetscErrorCode KSPGetConvergedReasonString(KSP, const char **);
774 PETSC_EXTERN PetscErrorCode KSPComputeConvergenceRate(KSP, PetscReal *, PetscReal *, PetscReal *, PetscReal *);
775 
776 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefault() (since version 3.5)") static inline void KSPDefaultConverged(void)
777 { /* never called */
778 }
779 #define KSPDefaultConverged (KSPDefaultConverged, KSPConvergedDefault)
780 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultDestroy() (since version 3.5)") static inline void KSPDefaultConvergedDestroy(void)
781 { /* never called */
782 }
783 #define KSPDefaultConvergedDestroy (KSPDefaultConvergedDestroy, KSPConvergedDefaultDestroy)
784 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultCreate() (since version 3.5)") static inline void KSPDefaultConvergedCreate(void)
785 { /* never called */
786 }
787 #define KSPDefaultConvergedCreate (KSPDefaultConvergedCreate, KSPConvergedDefaultCreate)
788 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultSetUIRNorm() (since version 3.5)") static inline void KSPDefaultConvergedSetUIRNorm(void)
789 { /* never called */
790 }
791 #define KSPDefaultConvergedSetUIRNorm (KSPDefaultConvergedSetUIRNorm, KSPConvergedDefaultSetUIRNorm)
792 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultSetUMIRNorm() (since version 3.5)") static inline void KSPDefaultConvergedSetUMIRNorm(void)
793 { /* never called */
794 }
795 #define KSPDefaultConvergedSetUMIRNorm (KSPDefaultConvergedSetUMIRNorm, KSPConvergedDefaultSetUMIRNorm)
796 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedSkip() (since version 3.5)") static inline void KSPSkipConverged(void)
797 { /* never called */
798 }
799 #define KSPSkipConverged (KSPSkipConverged, KSPConvergedSkip)
800 
801 PETSC_EXTERN PetscErrorCode KSPComputeOperator(KSP, MatType, Mat *);
802 PETSC_DEPRECATED_FUNCTION("Use KSPComputeOperator() (since version 3.12)") static inline PetscErrorCode KSPComputeExplicitOperator(KSP A, Mat *B)
803 {
804   return KSPComputeOperator(A, NULL, B);
805 }
806 
807 /*E
808     KSPCGType - Determines what type of CG to use
809 
810    Level: beginner
811 
812 .seealso: `KSPCGSetType()`
813 E*/
814 typedef enum {
815   KSP_CG_SYMMETRIC = 0,
816   KSP_CG_HERMITIAN = 1
817 } KSPCGType;
818 PETSC_EXTERN const char *const KSPCGTypes[];
819 
820 PETSC_EXTERN PetscErrorCode KSPCGSetType(KSP, KSPCGType);
821 PETSC_EXTERN PetscErrorCode KSPCGUseSingleReduction(KSP, PetscBool);
822 
823 PETSC_EXTERN PetscErrorCode KSPCGSetRadius(KSP, PetscReal);
824 PETSC_EXTERN PetscErrorCode KSPCGGetNormD(KSP, PetscReal *);
825 PETSC_EXTERN PetscErrorCode KSPCGGetObjFcn(KSP, PetscReal *);
826 
827 PETSC_EXTERN PetscErrorCode KSPGLTRGetMinEig(KSP, PetscReal *);
828 PETSC_EXTERN PetscErrorCode KSPGLTRGetLambda(KSP, PetscReal *);
829 PETSC_DEPRECATED_FUNCTION("Use KSPGLTRGetMinEig (since v3.12)") static inline PetscErrorCode KSPCGGLTRGetMinEig(KSP ksp, PetscReal *x)
830 {
831   return KSPGLTRGetMinEig(ksp, x);
832 }
833 PETSC_DEPRECATED_FUNCTION("Use KSPGLTRGetLambda (since v3.12)") static inline PetscErrorCode KSPCGGLTRGetLambda(KSP ksp, PetscReal *x)
834 {
835   return KSPGLTRGetLambda(ksp, x);
836 }
837 
838 PETSC_EXTERN PetscErrorCode KSPPythonSetType(KSP, const char[]);
839 PETSC_EXTERN PetscErrorCode KSPPythonGetType(KSP, const char *[]);
840 
841 PETSC_EXTERN PetscErrorCode PCSetPreSolve(PC, PetscErrorCode (*)(PC, KSP));
842 PETSC_EXTERN PetscErrorCode PCPreSolve(PC, KSP);
843 PETSC_EXTERN PetscErrorCode PCPostSolve(PC, KSP);
844 
845 #include <petscdrawtypes.h>
846 PETSC_EXTERN PetscErrorCode KSPMonitorLGRange(KSP, PetscInt, PetscReal, void *);
847 
848 PETSC_EXTERN PetscErrorCode PCShellSetPreSolve(PC, PetscErrorCode (*)(PC, KSP, Vec, Vec));
849 PETSC_EXTERN PetscErrorCode PCShellSetPostSolve(PC, PetscErrorCode (*)(PC, KSP, Vec, Vec));
850 
851 /*S
852      KSPGuess - Abstract PETSc object that manages all initial guess methods in Krylov methods.
853 
854    Level: beginner
855 
856 .seealso: `KSPCreate()`, `KSPSetGuessType()`, `KSPGuessType`
857 S*/
858 typedef struct _p_KSPGuess *KSPGuess;
859 /*J
860     KSPGuessType - String with the name of a PETSc initial guess approach for Krylov methods.
861 
862    Level: beginner
863 
864 .seealso: `KSPGuess`
865 J*/
866 typedef const char *KSPGuessType;
867 #define KSPGUESSFISCHER "fischer"
868 #define KSPGUESSPOD     "pod"
869 PETSC_EXTERN PetscErrorCode KSPGuessRegister(const char[], PetscErrorCode (*)(KSPGuess));
870 PETSC_EXTERN PetscErrorCode KSPSetGuess(KSP, KSPGuess);
871 PETSC_EXTERN PetscErrorCode KSPGetGuess(KSP, KSPGuess *);
872 PETSC_EXTERN PetscErrorCode KSPGuessView(KSPGuess, PetscViewer);
873 PETSC_EXTERN PetscErrorCode KSPGuessDestroy(KSPGuess *);
874 PETSC_EXTERN PetscErrorCode KSPGuessCreate(MPI_Comm, KSPGuess *);
875 PETSC_EXTERN PetscErrorCode KSPGuessSetType(KSPGuess, KSPGuessType);
876 PETSC_EXTERN PetscErrorCode KSPGuessGetType(KSPGuess, KSPGuessType *);
877 PETSC_EXTERN PetscErrorCode KSPGuessSetTolerance(KSPGuess, PetscReal);
878 PETSC_EXTERN PetscErrorCode KSPGuessSetUp(KSPGuess);
879 PETSC_EXTERN PetscErrorCode KSPGuessUpdate(KSPGuess, Vec, Vec);
880 PETSC_EXTERN PetscErrorCode KSPGuessFormGuess(KSPGuess, Vec, Vec);
881 PETSC_EXTERN PetscErrorCode KSPGuessSetFromOptions(KSPGuess);
882 PETSC_EXTERN PetscErrorCode KSPGuessFischerSetModel(KSPGuess, PetscInt, PetscInt);
883 PETSC_EXTERN PetscErrorCode KSPSetUseFischerGuess(KSP, PetscInt, PetscInt);
884 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessKnoll(KSP, PetscBool);
885 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessKnoll(KSP, PetscBool *);
886 
887 /*E
888     MatSchurComplementAinvType - Determines how to approximate the inverse of the (0,0) block in Schur complement preconditioning matrix assembly routines
889 
890     Level: intermediate
891 
892 .seealso: `MatSchurComplementGetAinvType()`, `MatSchurComplementSetAinvType()`, `MatSchurComplementGetPmat()`, `MatGetSchurComplement()`, `MatCreateSchurComplementPmat()`
893 E*/
894 typedef enum {
895   MAT_SCHUR_COMPLEMENT_AINV_DIAG,
896   MAT_SCHUR_COMPLEMENT_AINV_LUMP,
897   MAT_SCHUR_COMPLEMENT_AINV_BLOCK_DIAG,
898   MAT_SCHUR_COMPLEMENT_AINV_FULL
899 } MatSchurComplementAinvType;
900 PETSC_EXTERN const char *const MatSchurComplementAinvTypes[];
901 
902 typedef enum {
903   MAT_LMVM_SYMBROYDEN_SCALE_NONE     = 0,
904   MAT_LMVM_SYMBROYDEN_SCALE_SCALAR   = 1,
905   MAT_LMVM_SYMBROYDEN_SCALE_DIAGONAL = 2,
906   MAT_LMVM_SYMBROYDEN_SCALE_USER     = 3
907 } MatLMVMSymBroydenScaleType;
908 PETSC_EXTERN const char *const MatLMVMSymBroydenScaleTypes[];
909 
910 PETSC_EXTERN PetscErrorCode MatCreateSchurComplement(Mat, Mat, Mat, Mat, Mat, Mat *);
911 PETSC_EXTERN PetscErrorCode MatSchurComplementGetKSP(Mat, KSP *);
912 PETSC_EXTERN PetscErrorCode MatSchurComplementSetKSP(Mat, KSP);
913 PETSC_EXTERN PetscErrorCode MatSchurComplementSetSubMatrices(Mat, Mat, Mat, Mat, Mat, Mat);
914 PETSC_EXTERN PetscErrorCode MatSchurComplementUpdateSubMatrices(Mat, Mat, Mat, Mat, Mat, Mat);
915 PETSC_EXTERN PetscErrorCode MatSchurComplementGetSubMatrices(Mat, Mat *, Mat *, Mat *, Mat *, Mat *);
916 PETSC_EXTERN PetscErrorCode MatSchurComplementSetAinvType(Mat, MatSchurComplementAinvType);
917 PETSC_EXTERN PetscErrorCode MatSchurComplementGetAinvType(Mat, MatSchurComplementAinvType *);
918 PETSC_EXTERN PetscErrorCode MatSchurComplementGetPmat(Mat, MatReuse, Mat *);
919 PETSC_EXTERN PetscErrorCode MatSchurComplementComputeExplicitOperator(Mat, Mat *);
920 PETSC_EXTERN PetscErrorCode MatGetSchurComplement(Mat, IS, IS, IS, IS, MatReuse, Mat *, MatSchurComplementAinvType, MatReuse, Mat *);
921 PETSC_EXTERN PetscErrorCode MatCreateSchurComplementPmat(Mat, Mat, Mat, Mat, MatSchurComplementAinvType, MatReuse, Mat *);
922 
923 PETSC_EXTERN PetscErrorCode MatCreateLMVMDFP(MPI_Comm, PetscInt, PetscInt, Mat *);
924 PETSC_EXTERN PetscErrorCode MatCreateLMVMBFGS(MPI_Comm, PetscInt, PetscInt, Mat *);
925 PETSC_EXTERN PetscErrorCode MatCreateLMVMSR1(MPI_Comm, PetscInt, PetscInt, Mat *);
926 PETSC_EXTERN PetscErrorCode MatCreateLMVMBroyden(MPI_Comm, PetscInt, PetscInt, Mat *);
927 PETSC_EXTERN PetscErrorCode MatCreateLMVMBadBroyden(MPI_Comm, PetscInt, PetscInt, Mat *);
928 PETSC_EXTERN PetscErrorCode MatCreateLMVMSymBroyden(MPI_Comm, PetscInt, PetscInt, Mat *);
929 PETSC_EXTERN PetscErrorCode MatCreateLMVMSymBadBroyden(MPI_Comm, PetscInt, PetscInt, Mat *);
930 PETSC_EXTERN PetscErrorCode MatCreateLMVMDiagBroyden(MPI_Comm, PetscInt, PetscInt, Mat *);
931 
932 PETSC_EXTERN PetscErrorCode MatLMVMUpdate(Mat, Vec, Vec);
933 PETSC_EXTERN PetscErrorCode MatLMVMIsAllocated(Mat, PetscBool *);
934 PETSC_EXTERN PetscErrorCode MatLMVMAllocate(Mat, Vec, Vec);
935 PETSC_EXTERN PetscErrorCode MatLMVMReset(Mat, PetscBool);
936 PETSC_EXTERN PetscErrorCode MatLMVMResetShift(Mat);
937 PETSC_EXTERN PetscErrorCode MatLMVMClearJ0(Mat);
938 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0(Mat, Mat);
939 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0Scale(Mat, PetscReal);
940 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0Diag(Mat, Vec);
941 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0PC(Mat, PC);
942 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0KSP(Mat, KSP);
943 PETSC_EXTERN PetscErrorCode MatLMVMApplyJ0Fwd(Mat, Vec, Vec);
944 PETSC_EXTERN PetscErrorCode MatLMVMApplyJ0Inv(Mat, Vec, Vec);
945 PETSC_EXTERN PetscErrorCode MatLMVMGetJ0(Mat, Mat *);
946 PETSC_EXTERN PetscErrorCode MatLMVMGetJ0PC(Mat, PC *);
947 PETSC_EXTERN PetscErrorCode MatLMVMGetJ0KSP(Mat, KSP *);
948 PETSC_EXTERN PetscErrorCode MatLMVMSetHistorySize(Mat, PetscInt);
949 PETSC_EXTERN PetscErrorCode MatLMVMGetUpdateCount(Mat, PetscInt *);
950 PETSC_EXTERN PetscErrorCode MatLMVMGetRejectCount(Mat, PetscInt *);
951 PETSC_EXTERN PetscErrorCode MatLMVMSymBroydenSetDelta(Mat, PetscScalar);
952 PETSC_EXTERN PetscErrorCode MatLMVMSymBroydenSetScaleType(Mat, MatLMVMSymBroydenScaleType);
953 
954 PETSC_EXTERN PetscErrorCode KSPSetDM(KSP, DM);
955 PETSC_EXTERN PetscErrorCode KSPSetDMActive(KSP, PetscBool);
956 PETSC_EXTERN PetscErrorCode KSPGetDM(KSP, DM *);
957 PETSC_EXTERN PetscErrorCode KSPSetApplicationContext(KSP, void *);
958 PETSC_EXTERN PetscErrorCode KSPGetApplicationContext(KSP, void *);
959 PETSC_EXTERN PetscErrorCode KSPSetComputeRHS(KSP, PetscErrorCode (*func)(KSP, Vec, void *), void *);
960 PETSC_EXTERN PetscErrorCode KSPSetComputeOperators(KSP, PetscErrorCode (*)(KSP, Mat, Mat, void *), void *);
961 PETSC_EXTERN PetscErrorCode KSPSetComputeInitialGuess(KSP, PetscErrorCode (*)(KSP, Vec, void *), void *);
962 PETSC_EXTERN PetscErrorCode DMKSPSetComputeOperators(DM, PetscErrorCode (*)(KSP, Mat, Mat, void *), void *);
963 PETSC_EXTERN PetscErrorCode DMKSPGetComputeOperators(DM, PetscErrorCode (**)(KSP, Mat, Mat, void *), void *);
964 PETSC_EXTERN PetscErrorCode DMKSPSetComputeRHS(DM, PetscErrorCode (*)(KSP, Vec, void *), void *);
965 PETSC_EXTERN PetscErrorCode DMKSPGetComputeRHS(DM, PetscErrorCode (**)(KSP, Vec, void *), void *);
966 PETSC_EXTERN PetscErrorCode DMKSPSetComputeInitialGuess(DM, PetscErrorCode (*)(KSP, Vec, void *), void *);
967 PETSC_EXTERN PetscErrorCode DMKSPGetComputeInitialGuess(DM, PetscErrorCode (**)(KSP, Vec, void *), void *);
968 
969 PETSC_EXTERN PetscErrorCode DMGlobalToLocalSolve(DM, Vec, Vec);
970 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);
971 
972 PETSC_EXTERN PetscErrorCode DMAdaptInterpolator(DM, DM, Mat, KSP, Mat, Mat, Mat *, void *);
973 PETSC_EXTERN PetscErrorCode DMCheckInterpolator(DM, Mat, Mat, Mat, PetscReal);
974 #endif
975