xref: /petsc/include/petscksp.h (revision 2fa40bb9206b96114faa7cb222621ec184d31cd2)
1 /*
2    Defines the interface functions for the Krylov subspace accelerators.
3 */
4 #ifndef PETSCKSP_H
5 #define PETSCKSP_H
6 #include <petscpc.h>
7 
8 PETSC_EXTERN PetscErrorCode KSPInitializePackage(void);
9 
10 /*S
11      KSP - Abstract PETSc object that manages all Krylov methods. This is the object that manages the
12          linear solves in PETSc (even those such as direct solvers that do no use Krylov accelerators).
13 
14    Level: beginner
15 
16         Notes:
17     When a direct solver is used, but no Krylov solver is used, the KSP object is still used but with a
18        KSPType of KSPPREONLY, meaning that only application of the preconditioner is used as the linear solver.
19 
20 .seealso:  KSPCreate(), KSPSetType(), KSPType, SNES, TS, PC, KSP, KSPDestroy(), KSPCG, KSPGMRES
21 S*/
22 typedef struct _p_KSP*     KSP;
23 
24 /*J
25     KSPType - String with the name of a PETSc Krylov method.
26 
27    Level: beginner
28 
29 .seealso: KSPSetType(), KSP, KSPRegister(), KSPCreate(), KSPSetFromOptions()
30 J*/
31 typedef const char* KSPType;
32 #define KSPRICHARDSON "richardson"
33 #define KSPCHEBYSHEV  "chebyshev"
34 #define KSPCG         "cg"
35 #define KSPGROPPCG    "groppcg"
36 #define KSPPIPECG     "pipecg"
37 #define KSPPIPECGRR   "pipecgrr"
38 #define KSPPIPELCG     "pipelcg"
39 #define KSPPIPEPRCG    "pipeprcg"
40 #define KSPPIPECG2     "pipecg2"
41 #define   KSPCGNE       "cgne"
42 #define   KSPNASH       "nash"
43 #define   KSPSTCG       "stcg"
44 #define   KSPGLTR       "gltr"
45 #define     KSPCGNASH  PETSC_DEPRECATED_MACRO("GCC warning \"KSPCGNASH macro is deprecated use KSPNASH (since version 3.11)\"")  "nash"
46 #define     KSPCGSTCG  PETSC_DEPRECATED_MACRO("GCC warning \"KSPCGSTCG macro is deprecated use KSPSTCG (since version 3.11)\"")  "stcg"
47 #define     KSPCGGLTR  PETSC_DEPRECATED_MACRO("GCC warning \"KSPCGGLTR macro is deprecated use KSPSGLTR (since version 3.11)\"") "gltr"
48 #define KSPFCG        "fcg"
49 #define KSPPIPEFCG    "pipefcg"
50 #define KSPGMRES      "gmres"
51 #define KSPPIPEFGMRES "pipefgmres"
52 #define   KSPFGMRES     "fgmres"
53 #define   KSPLGMRES     "lgmres"
54 #define   KSPDGMRES     "dgmres"
55 #define   KSPPGMRES     "pgmres"
56 #define KSPTCQMR      "tcqmr"
57 #define KSPBCGS       "bcgs"
58 #define   KSPIBCGS      "ibcgs"
59 #define   KSPFBCGS      "fbcgs"
60 #define   KSPFBCGSR     "fbcgsr"
61 #define   KSPBCGSL      "bcgsl"
62 #define   KSPPIPEBCGS   "pipebcgs"
63 #define KSPCGS        "cgs"
64 #define KSPTFQMR      "tfqmr"
65 #define KSPCR         "cr"
66 #define KSPPIPECR     "pipecr"
67 #define KSPLSQR       "lsqr"
68 #define KSPPREONLY    "preonly"
69 #define KSPQCG        "qcg"
70 #define KSPBICG       "bicg"
71 #define KSPMINRES     "minres"
72 #define KSPSYMMLQ     "symmlq"
73 #define KSPLCD        "lcd"
74 #define KSPPYTHON     "python"
75 #define KSPGCR        "gcr"
76 #define KSPPIPEGCR    "pipegcr"
77 #define KSPTSIRM      "tsirm"
78 #define KSPCGLS       "cgls"
79 #define KSPFETIDP     "fetidp"
80 #define KSPHPDDM      "hpddm"
81 
82 /* Logging support */
83 PETSC_EXTERN PetscClassId KSP_CLASSID;
84 PETSC_EXTERN PetscClassId KSPGUESS_CLASSID;
85 PETSC_EXTERN PetscClassId DMKSP_CLASSID;
86 
87 PETSC_EXTERN PetscErrorCode KSPCreate(MPI_Comm,KSP*);
88 PETSC_EXTERN PetscErrorCode KSPSetType(KSP,KSPType);
89 PETSC_EXTERN PetscErrorCode KSPGetType(KSP,KSPType*);
90 PETSC_EXTERN PetscErrorCode KSPSetUp(KSP);
91 PETSC_EXTERN PetscErrorCode KSPSetUpOnBlocks(KSP);
92 PETSC_EXTERN PetscErrorCode KSPSolve(KSP,Vec,Vec);
93 PETSC_EXTERN PetscErrorCode KSPSolveTranspose(KSP,Vec,Vec);
94 PETSC_EXTERN PetscErrorCode KSPSetUseExplicitTranspose(KSP,PetscBool);
95 PETSC_EXTERN PetscErrorCode KSPMatSolve(KSP,Mat,Mat);
96 PETSC_EXTERN PetscErrorCode KSPSetMatSolveBatchSize(KSP,PetscInt);
97 PETSC_DEPRECATED_FUNCTION("Use KSPSetMatSolveBatchSize() (since version 3.15)") PETSC_STATIC_INLINE PetscErrorCode KSPSetMatSolveBlockSize(KSP ksp,PetscInt n) {return KSPSetMatSolveBatchSize(ksp,n);}
98 PETSC_EXTERN PetscErrorCode KSPGetMatSolveBatchSize(KSP,PetscInt*);
99 PETSC_DEPRECATED_FUNCTION("Use KSPGetMatSolveBatchSize() (since version 3.15)") PETSC_STATIC_INLINE PetscErrorCode KSPGetMatSolveBlockSize(KSP ksp,PetscInt *n) {return KSPGetMatSolveBatchSize(ksp,n);}
100 PETSC_EXTERN PetscErrorCode KSPReset(KSP);
101 PETSC_EXTERN PetscErrorCode KSPResetViewers(KSP);
102 PETSC_EXTERN PetscErrorCode KSPDestroy(KSP*);
103 PETSC_EXTERN PetscErrorCode KSPSetReusePreconditioner(KSP,PetscBool);
104 PETSC_EXTERN PetscErrorCode KSPGetReusePreconditioner(KSP,PetscBool*);
105 PETSC_EXTERN PetscErrorCode KSPSetSkipPCSetFromOptions(KSP,PetscBool);
106 PETSC_EXTERN PetscErrorCode KSPCheckSolve(KSP,PC,Vec);
107 
108 PETSC_EXTERN PetscFunctionList KSPList;
109 PETSC_EXTERN PetscFunctionList KSPGuessList;
110 PETSC_EXTERN PetscFunctionList KSPMonitorList;
111 PETSC_EXTERN PetscFunctionList KSPMonitorCreateList;
112 PETSC_EXTERN PetscFunctionList KSPMonitorDestroyList;
113 PETSC_EXTERN PetscErrorCode KSPRegister(const char[],PetscErrorCode (*)(KSP));
114 PETSC_EXTERN PetscErrorCode KSPMonitorRegister(const char[], PetscViewerType, PetscViewerFormat, PetscErrorCode (*)(KSP, PetscInt, PetscReal, PetscViewerAndFormat *), PetscErrorCode (*)(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **), PetscErrorCode (*)(PetscViewerAndFormat **));
115 
116 PETSC_EXTERN PetscErrorCode KSPSetPCSide(KSP,PCSide);
117 PETSC_EXTERN PetscErrorCode KSPGetPCSide(KSP,PCSide*);
118 PETSC_EXTERN PetscErrorCode KSPSetTolerances(KSP,PetscReal,PetscReal,PetscReal,PetscInt);
119 PETSC_EXTERN PetscErrorCode KSPGetTolerances(KSP,PetscReal*,PetscReal*,PetscReal*,PetscInt*);
120 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessNonzero(KSP,PetscBool);
121 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessNonzero(KSP,PetscBool*);
122 PETSC_EXTERN PetscErrorCode KSPSetErrorIfNotConverged(KSP,PetscBool);
123 PETSC_EXTERN PetscErrorCode KSPGetErrorIfNotConverged(KSP,PetscBool*);
124 PETSC_EXTERN PetscErrorCode KSPSetComputeEigenvalues(KSP,PetscBool);
125 PETSC_EXTERN PetscErrorCode KSPSetComputeRitz(KSP,PetscBool);
126 PETSC_EXTERN PetscErrorCode KSPGetComputeEigenvalues(KSP,PetscBool*);
127 PETSC_EXTERN PetscErrorCode KSPSetComputeSingularValues(KSP,PetscBool);
128 PETSC_EXTERN PetscErrorCode KSPGetComputeSingularValues(KSP,PetscBool*);
129 PETSC_EXTERN PetscErrorCode KSPGetRhs(KSP,Vec*);
130 PETSC_EXTERN PetscErrorCode KSPGetSolution(KSP,Vec*);
131 PETSC_EXTERN PetscErrorCode KSPGetResidualNorm(KSP,PetscReal*);
132 PETSC_EXTERN PetscErrorCode KSPGetIterationNumber(KSP,PetscInt*);
133 PETSC_EXTERN PetscErrorCode KSPGetTotalIterations(KSP,PetscInt*);
134 PETSC_EXTERN PetscErrorCode KSPCreateVecs(KSP,PetscInt,Vec**,PetscInt,Vec**);
135 PETSC_DEPRECATED_FUNCTION("Use KSPCreateVecs() (since version 3.6)") PETSC_STATIC_INLINE PetscErrorCode KSPGetVecs(KSP ksp,PetscInt n,Vec **x,PetscInt m,Vec **y) {return KSPCreateVecs(ksp,n,x,m,y);}
136 
137 PETSC_EXTERN PetscErrorCode KSPSetPreSolve(KSP,PetscErrorCode (*)(KSP,Vec,Vec,void*),void*);
138 PETSC_EXTERN PetscErrorCode KSPSetPostSolve(KSP,PetscErrorCode (*)(KSP,Vec,Vec,void*),void*);
139 
140 PETSC_EXTERN PetscErrorCode KSPSetPC(KSP,PC);
141 PETSC_EXTERN PetscErrorCode KSPGetPC(KSP,PC*);
142 
143 PETSC_EXTERN PetscErrorCode KSPMonitor(KSP,PetscInt,PetscReal);
144 PETSC_EXTERN PetscErrorCode KSPMonitorSet(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void*,PetscErrorCode (*)(void**));
145 PETSC_EXTERN PetscErrorCode KSPMonitorCancel(KSP);
146 PETSC_EXTERN PetscErrorCode KSPGetMonitorContext(KSP,void*);
147 PETSC_EXTERN PetscErrorCode KSPGetResidualHistory(KSP,const PetscReal*[],PetscInt*);
148 PETSC_EXTERN PetscErrorCode KSPSetResidualHistory(KSP,PetscReal[],PetscInt,PetscBool);
149 PETSC_EXTERN PetscErrorCode KSPGetErrorHistory(KSP,const PetscReal*[],PetscInt*);
150 PETSC_EXTERN PetscErrorCode KSPSetErrorHistory(KSP,PetscReal[],PetscInt,PetscBool);
151 
152 PETSC_EXTERN PetscErrorCode KSPBuildSolutionDefault(KSP,Vec,Vec*);
153 PETSC_EXTERN PetscErrorCode KSPBuildResidualDefault(KSP,Vec,Vec,Vec*);
154 PETSC_EXTERN PetscErrorCode KSPDestroyDefault(KSP);
155 PETSC_EXTERN PetscErrorCode KSPSetWorkVecs(KSP,PetscInt);
156 
157 PETSC_EXTERN PetscErrorCode PCKSPGetKSP(PC,KSP*);
158 PETSC_EXTERN PetscErrorCode PCKSPSetKSP(PC,KSP);
159 PETSC_EXTERN PetscErrorCode PCBJacobiGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
160 PETSC_EXTERN PetscErrorCode PCASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
161 PETSC_EXTERN PetscErrorCode PCGASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
162 PETSC_EXTERN PetscErrorCode PCFieldSplitGetSubKSP(PC,PetscInt*,KSP*[]);
163 PETSC_EXTERN PetscErrorCode PCFieldSplitSchurGetSubKSP(PC,PetscInt*,KSP*[]);
164 PETSC_EXTERN PetscErrorCode PCMGGetSmoother(PC,PetscInt,KSP*);
165 PETSC_EXTERN PetscErrorCode PCMGGetSmootherDown(PC,PetscInt,KSP*);
166 PETSC_EXTERN PetscErrorCode PCMGGetSmootherUp(PC,PetscInt,KSP*);
167 PETSC_EXTERN PetscErrorCode PCMGGetCoarseSolve(PC,KSP*);
168 PETSC_EXTERN PetscErrorCode PCGalerkinGetKSP(PC,KSP*);
169 PETSC_EXTERN PetscErrorCode PCDeflationGetCoarseKSP(PC,KSP*);
170 /*
171   PCMGCoarseList contains the list of coarse space constructor currently registered
172   These are added with PCMGRegisterCoarseSpaceConstructor()
173 */
174 PETSC_EXTERN PetscFunctionList PCMGCoarseList;
175 PETSC_EXTERN PetscErrorCode PCMGRegisterCoarseSpaceConstructor(const char[], PetscErrorCode (*)(PC, PetscInt, DM, KSP, PetscInt, const Vec[], Vec **));
176 PETSC_EXTERN PetscErrorCode PCMGGetCoarseSpaceConstructor(const char[], PetscErrorCode (**)(PC, PetscInt, DM, KSP, PetscInt, const Vec[], Vec **));
177 
178 PETSC_EXTERN PetscErrorCode KSPBuildSolution(KSP,Vec,Vec*);
179 PETSC_EXTERN PetscErrorCode KSPBuildResidual(KSP,Vec,Vec,Vec*);
180 
181 PETSC_EXTERN PetscErrorCode KSPRichardsonSetScale(KSP,PetscReal);
182 PETSC_EXTERN PetscErrorCode KSPRichardsonSetSelfScale(KSP,PetscBool);
183 PETSC_EXTERN PetscErrorCode KSPChebyshevSetEigenvalues(KSP,PetscReal,PetscReal);
184 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSet(KSP,PetscReal,PetscReal,PetscReal,PetscReal);
185 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSetUseNoisy(KSP,PetscBool);
186 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigGetKSP(KSP,KSP*);
187 PETSC_EXTERN PetscErrorCode KSPComputeExtremeSingularValues(KSP,PetscReal*,PetscReal*);
188 PETSC_EXTERN PetscErrorCode KSPComputeEigenvalues(KSP,PetscInt,PetscReal[],PetscReal[],PetscInt*);
189 PETSC_EXTERN PetscErrorCode KSPComputeEigenvaluesExplicitly(KSP,PetscInt,PetscReal[],PetscReal[]);
190 PETSC_EXTERN PetscErrorCode KSPComputeRitz(KSP,PetscBool,PetscBool,PetscInt*,Vec[],PetscReal[],PetscReal[]);
191 
192 /*E
193 
194   KSPFCDTruncationType - Define how stored directions are used to orthogonalize in flexible conjugate directions (FCD) methods
195 
196   KSP_FCD_TRUNC_TYPE_STANDARD uses all (up to mmax) stored directions
197   KSP_FCD_TRUNC_TYPE_NOTAY uses the last max(1,mod(i,mmax)) stored directions at iteration i=0,1..
198 
199    Level: intermediate
200 .seealso : KSPFCG,KSPPIPEFCG,KSPPIPEGCR,KSPFCGSetTruncationType(),KSPFCGGetTruncationType()
201 
202 E*/
203 typedef enum {KSP_FCD_TRUNC_TYPE_STANDARD,KSP_FCD_TRUNC_TYPE_NOTAY} KSPFCDTruncationType;
204 PETSC_EXTERN const char *const KSPFCDTruncationTypes[];
205 
206 PETSC_EXTERN PetscErrorCode KSPFCGSetMmax(KSP,PetscInt);
207 PETSC_EXTERN PetscErrorCode KSPFCGGetMmax(KSP,PetscInt*);
208 PETSC_EXTERN PetscErrorCode KSPFCGSetNprealloc(KSP,PetscInt);
209 PETSC_EXTERN PetscErrorCode KSPFCGGetNprealloc(KSP,PetscInt*);
210 PETSC_EXTERN PetscErrorCode KSPFCGSetTruncationType(KSP,KSPFCDTruncationType);
211 PETSC_EXTERN PetscErrorCode KSPFCGGetTruncationType(KSP,KSPFCDTruncationType*);
212 
213 PETSC_EXTERN PetscErrorCode KSPPIPEFCGSetMmax(KSP,PetscInt);
214 PETSC_EXTERN PetscErrorCode KSPPIPEFCGGetMmax(KSP,PetscInt*);
215 PETSC_EXTERN PetscErrorCode KSPPIPEFCGSetNprealloc(KSP,PetscInt);
216 PETSC_EXTERN PetscErrorCode KSPPIPEFCGGetNprealloc(KSP,PetscInt*);
217 PETSC_EXTERN PetscErrorCode KSPPIPEFCGSetTruncationType(KSP,KSPFCDTruncationType);
218 PETSC_EXTERN PetscErrorCode KSPPIPEFCGGetTruncationType(KSP,KSPFCDTruncationType*);
219 
220 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetMmax(KSP,PetscInt);
221 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetMmax(KSP,PetscInt*);
222 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetNprealloc(KSP,PetscInt);
223 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetNprealloc(KSP,PetscInt*);
224 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetTruncationType(KSP,KSPFCDTruncationType);
225 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetTruncationType(KSP,KSPFCDTruncationType*);
226 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetUnrollW(KSP,PetscBool);
227 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetUnrollW(KSP,PetscBool*);
228 
229 PETSC_EXTERN PetscErrorCode KSPGMRESSetRestart(KSP, PetscInt);
230 PETSC_EXTERN PetscErrorCode KSPGMRESGetRestart(KSP, PetscInt*);
231 PETSC_EXTERN PetscErrorCode KSPGMRESSetHapTol(KSP,PetscReal);
232 PETSC_EXTERN PetscErrorCode KSPGMRESSetBreakdownTolerance(KSP,PetscReal);
233 
234 PETSC_EXTERN PetscErrorCode KSPGMRESSetPreAllocateVectors(KSP);
235 PETSC_EXTERN PetscErrorCode KSPGMRESSetOrthogonalization(KSP,PetscErrorCode (*)(KSP,PetscInt));
236 PETSC_EXTERN PetscErrorCode KSPGMRESGetOrthogonalization(KSP,PetscErrorCode (**)(KSP,PetscInt));
237 PETSC_EXTERN PetscErrorCode KSPGMRESModifiedGramSchmidtOrthogonalization(KSP,PetscInt);
238 PETSC_EXTERN PetscErrorCode KSPGMRESClassicalGramSchmidtOrthogonalization(KSP,PetscInt);
239 
240 PETSC_EXTERN PetscErrorCode KSPLGMRESSetAugDim(KSP,PetscInt);
241 PETSC_EXTERN PetscErrorCode KSPLGMRESSetConstant(KSP);
242 
243 PETSC_EXTERN PetscErrorCode KSPPIPEFGMRESSetShift(KSP,PetscScalar);
244 
245 PETSC_EXTERN PetscErrorCode KSPGCRSetRestart(KSP,PetscInt);
246 PETSC_EXTERN PetscErrorCode KSPGCRGetRestart(KSP,PetscInt*);
247 PETSC_EXTERN PetscErrorCode KSPGCRSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
248 
249 PETSC_EXTERN PetscErrorCode KSPFETIDPGetInnerBDDC(KSP,PC*);
250 PETSC_EXTERN PetscErrorCode KSPFETIDPSetInnerBDDC(KSP,PC);
251 PETSC_EXTERN PetscErrorCode KSPFETIDPGetInnerKSP(KSP,KSP*);
252 PETSC_EXTERN PetscErrorCode KSPFETIDPSetPressureOperator(KSP,Mat);
253 
254 PETSC_EXTERN PetscErrorCode KSPHPDDMSetDeflationSpace(KSP,Mat);
255 PETSC_EXTERN PetscErrorCode KSPHPDDMGetDeflationSpace(KSP,Mat*);
256 PETSC_DEPRECATED_FUNCTION("Use KSPMatSolve() (since version 3.14)") PETSC_STATIC_INLINE PetscErrorCode KSPHPDDMMatSolve(KSP ksp, Mat B, Mat X) { return KSPMatSolve(ksp, B, X); }
257 /*E
258     KSPHPDDMType - Type of Krylov method used by KSPHPDDM
259 
260     Level: intermediate
261 
262     Values:
263 +   KSP_HPDDM_TYPE_GMRES (default)
264 .   KSP_HPDDM_TYPE_BGMRES
265 .   KSP_HPDDM_TYPE_CG
266 .   KSP_HPDDM_TYPE_BCG
267 .   KSP_HPDDM_TYPE_GCRODR
268 .   KSP_HPDDM_TYPE_BGCRODR
269 .   KSP_HPDDM_TYPE_BFBCG
270 -   KSP_HPDDM_TYPE_PREONLY
271 
272 .seealso: KSPHPDDM, KSPHPDDMSetType()
273 E*/
274 typedef enum {
275   KSP_HPDDM_TYPE_GMRES = 0,
276   KSP_HPDDM_TYPE_BGMRES = 1,
277   KSP_HPDDM_TYPE_CG = 2,
278   KSP_HPDDM_TYPE_BCG = 3,
279   KSP_HPDDM_TYPE_GCRODR = 4,
280   KSP_HPDDM_TYPE_BGCRODR = 5,
281   KSP_HPDDM_TYPE_BFBCG = 6,
282   KSP_HPDDM_TYPE_PREONLY = 7
283 } KSPHPDDMType;
284 PETSC_EXTERN const char *const KSPHPDDMTypes[];
285 PETSC_EXTERN PetscErrorCode KSPHPDDMSetType(KSP,KSPHPDDMType);
286 PETSC_EXTERN PetscErrorCode KSPHPDDMGetType(KSP,KSPHPDDMType*);
287 
288 /*E
289     KSPGMRESCGSRefinementType - How the classical (unmodified) Gram-Schmidt is performed.
290 
291    Level: advanced
292 
293 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
294           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSPGMRESModifiedGramSchmidtOrthogonalization()
295 
296 E*/
297 typedef enum {KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS} KSPGMRESCGSRefinementType;
298 PETSC_EXTERN const char *const KSPGMRESCGSRefinementTypes[];
299 /*MC
300     KSP_GMRES_CGS_REFINE_NEVER - Do the classical (unmodified) Gram-Schmidt process
301 
302    Level: advanced
303 
304    Note: Possible unstable, but the fastest to compute
305 
306 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
307           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
308           KSPGMRESModifiedGramSchmidtOrthogonalization()
309 M*/
310 
311 /*MC
312     KSP_GMRES_CGS_REFINE_IFNEEDED - Do the classical (unmodified) Gram-Schmidt process and one step of
313           iterative refinement if an estimate of the orthogonality of the resulting vectors indicates
314           poor orthogonality.
315 
316    Level: advanced
317 
318    Note: This is slower than KSP_GMRES_CGS_REFINE_NEVER because it requires an extra norm computation to
319      estimate the orthogonality but is more stable.
320 
321 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
322           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_ALWAYS,
323           KSPGMRESModifiedGramSchmidtOrthogonalization()
324 M*/
325 
326 /*MC
327     KSP_GMRES_CGS_REFINE_NEVER - Do two steps of the classical (unmodified) Gram-Schmidt process.
328 
329    Level: advanced
330 
331    Note: This is roughly twice the cost of KSP_GMRES_CGS_REFINE_NEVER because it performs the process twice
332      but it saves the extra norm calculation needed by KSP_GMRES_CGS_REFINE_IFNEEDED.
333 
334         You should only use this if you absolutely know that the iterative refinement is needed.
335 
336 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
337           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
338           KSPGMRESModifiedGramSchmidtOrthogonalization()
339 M*/
340 
341 PETSC_EXTERN PetscErrorCode KSPGMRESSetCGSRefinementType(KSP,KSPGMRESCGSRefinementType);
342 PETSC_EXTERN PetscErrorCode KSPGMRESGetCGSRefinementType(KSP,KSPGMRESCGSRefinementType*);
343 
344 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCNoChange(KSP,PetscInt,PetscInt,PetscReal,void*);
345 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCKSP(KSP,PetscInt,PetscInt,PetscReal,void*);
346 PETSC_EXTERN PetscErrorCode KSPFGMRESSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
347 
348 PETSC_EXTERN PetscErrorCode KSPQCGSetTrustRegionRadius(KSP,PetscReal);
349 PETSC_EXTERN PetscErrorCode KSPQCGGetQuadratic(KSP,PetscReal*);
350 PETSC_EXTERN PetscErrorCode KSPQCGGetTrialStepNorm(KSP,PetscReal*);
351 
352 PETSC_EXTERN PetscErrorCode KSPBCGSLSetXRes(KSP,PetscReal);
353 PETSC_EXTERN PetscErrorCode KSPBCGSLSetPol(KSP,PetscBool);
354 PETSC_EXTERN PetscErrorCode KSPBCGSLSetEll(KSP,PetscInt);
355 PETSC_EXTERN PetscErrorCode KSPBCGSLSetUsePseudoinverse(KSP,PetscBool);
356 
357 PETSC_EXTERN PetscErrorCode KSPSetFromOptions(KSP);
358 PETSC_EXTERN PetscErrorCode KSPResetFromOptions(KSP);
359 PETSC_EXTERN PetscErrorCode KSPAddOptionsChecker(PetscErrorCode (*)(KSP));
360 
361 PETSC_EXTERN PetscErrorCode KSPMonitorSetFromOptions(KSP,const char[],const char[],void*);
362 PETSC_EXTERN PetscErrorCode KSPMonitorLGCreate(MPI_Comm,const char[],const char[],const char[],PetscInt,const char *[],int,int,int,int,PetscDrawLG *);
363 PETSC_EXTERN PetscErrorCode KSPMonitorResidual(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
364 PETSC_EXTERN PetscErrorCode KSPMonitorResidualDraw(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
365 PETSC_EXTERN PetscErrorCode KSPMonitorResidualDrawLG(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
366 PETSC_EXTERN PetscErrorCode KSPMonitorResidualDrawLGCreate(PetscViewer,PetscViewerFormat,void *,PetscViewerAndFormat **);
367 PETSC_EXTERN PetscErrorCode KSPMonitorResidualShort(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
368 PETSC_EXTERN PetscErrorCode KSPMonitorResidualRange(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
369 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidual(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
370 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualDraw(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
371 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualDrawLG(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
372 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualDrawLGCreate(PetscViewer,PetscViewerFormat,void *,PetscViewerAndFormat **);
373 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualMax(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
374 PETSC_EXTERN PetscErrorCode KSPMonitorError(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
375 PETSC_EXTERN PetscErrorCode KSPMonitorErrorDraw(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
376 PETSC_EXTERN PetscErrorCode KSPMonitorErrorDrawLG(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
377 PETSC_EXTERN PetscErrorCode KSPMonitorErrorDrawLGCreate(PetscViewer,PetscViewerFormat,void *,PetscViewerAndFormat **);
378 PETSC_EXTERN PetscErrorCode KSPMonitorSolution(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
379 PETSC_EXTERN PetscErrorCode KSPMonitorSolutionDraw(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
380 PETSC_EXTERN PetscErrorCode KSPMonitorSolutionDrawLG(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
381 PETSC_EXTERN PetscErrorCode KSPMonitorSolutionDrawLGCreate(PetscViewer,PetscViewerFormat,void *,PetscViewerAndFormat **);
382 PETSC_EXTERN PetscErrorCode KSPMonitorSingularValue(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
383 PETSC_EXTERN PetscErrorCode KSPMonitorSingularValueCreate(PetscViewer,PetscViewerFormat,void *,PetscViewerAndFormat **);
384 PETSC_DEPRECATED_FUNCTION("Use KSPMonitorResidual() (since version 3.15)") PETSC_STATIC_INLINE PetscErrorCode KSPMonitorDefault(KSP ksp, PetscInt n, PetscReal rnorm, PetscViewerAndFormat *vf) {return KSPMonitorResidual(ksp,n,rnorm,vf);}
385 PETSC_DEPRECATED_FUNCTION("Use KSPMonitorTrueResidual() (since version 3.15)") PETSC_STATIC_INLINE PetscErrorCode KSPMonitorTrueResidualNorm(KSP ksp, PetscInt n, PetscReal rnorm, PetscViewerAndFormat *vf) {return KSPMonitorTrueResidual(ksp,n,rnorm,vf);}
386 PETSC_DEPRECATED_FUNCTION("Use KSPMonitorTrueResidualMax() (since version 3.15)") PETSC_STATIC_INLINE PetscErrorCode KSPMonitorTrueResidualMaxNorm(KSP ksp, PetscInt n, PetscReal rnorm, PetscViewerAndFormat *vf) {return KSPMonitorTrueResidualMax(ksp,n,rnorm,vf);}
387 
388 PETSC_EXTERN PetscErrorCode KSPGMRESMonitorKrylov(KSP,PetscInt,PetscReal,void*);
389 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicTolerance(KSP ksp,PetscInt its,PetscReal fnorm,void *dummy);
390 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicToleranceDestroy(void **dummy);
391 PETSC_EXTERN PetscErrorCode KSPMonitorSAWs(KSP,PetscInt,PetscReal,void*);
392 PETSC_EXTERN PetscErrorCode KSPMonitorSAWsCreate(KSP,void**);
393 PETSC_EXTERN PetscErrorCode KSPMonitorSAWsDestroy(void**);
394 
395 PETSC_EXTERN PetscErrorCode KSPUnwindPreconditioner(KSP,Vec,Vec);
396 PETSC_EXTERN PetscErrorCode KSPInitialResidual(KSP,Vec,Vec,Vec,Vec,Vec);
397 
398 PETSC_EXTERN PetscErrorCode KSPSetOperators(KSP,Mat,Mat);
399 PETSC_EXTERN PetscErrorCode KSPGetOperators(KSP,Mat*,Mat*);
400 PETSC_EXTERN PetscErrorCode KSPGetOperatorsSet(KSP,PetscBool*,PetscBool*);
401 PETSC_EXTERN PetscErrorCode KSPSetOptionsPrefix(KSP,const char[]);
402 PETSC_EXTERN PetscErrorCode KSPAppendOptionsPrefix(KSP,const char[]);
403 PETSC_EXTERN PetscErrorCode KSPGetOptionsPrefix(KSP,const char*[]);
404 
405 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScale(KSP,PetscBool);
406 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScale(KSP,PetscBool*);
407 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScaleFix(KSP,PetscBool);
408 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScaleFix(KSP,PetscBool*);
409 
410 PETSC_EXTERN PetscErrorCode KSPView(KSP,PetscViewer);
411 PETSC_EXTERN PetscErrorCode KSPLoad(KSP,PetscViewer);
412 PETSC_EXTERN PetscErrorCode KSPViewFromOptions(KSP,PetscObject,const char[]);
413 PETSC_EXTERN PetscErrorCode KSPConvergedReasonView(KSP,PetscViewer);
414 PETSC_EXTERN PetscErrorCode KSPConvergedReasonViewSet(KSP,PetscErrorCode (*)(KSP,void*),void *vctx,PetscErrorCode (*)(void**));
415 PETSC_EXTERN PetscErrorCode KSPConvergedReasonViewFromOptions(KSP);
416 PETSC_EXTERN PetscErrorCode KSPConvergedReasonViewCancel(KSP);
417 PETSC_EXTERN PetscErrorCode KSPConvergedRateView(KSP,PetscViewer);
418 
419 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedReasonView() (since version 3.14)") PETSC_STATIC_INLINE PetscErrorCode KSPReasonView(KSP ksp,PetscViewer v) {return KSPConvergedReasonView(ksp,v);}
420 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedReasonViewFromOptions() (since version 3.14)") PETSC_STATIC_INLINE PetscErrorCode KSPReasonViewFromOptions(KSP ksp) {return KSPConvergedReasonViewFromOptions(ksp);}
421 
422 #define KSP_FILE_CLASSID 1211223
423 
424 PETSC_EXTERN PetscErrorCode KSPLSQRSetExactMatNorm(KSP,PetscBool);
425 PETSC_EXTERN PetscErrorCode KSPLSQRSetComputeStandardErrorVec(KSP,PetscBool);
426 PETSC_EXTERN PetscErrorCode KSPLSQRGetStandardErrorVec(KSP,Vec*);
427 PETSC_EXTERN PetscErrorCode KSPLSQRGetNorms(KSP,PetscReal*,PetscReal*);
428 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorResidual(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
429 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorResidualDrawLG(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
430 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorResidualDrawLGCreate(PetscViewer,PetscViewerFormat,void *,PetscViewerAndFormat **);
431 
432 PETSC_EXTERN PetscErrorCode PCRedundantGetKSP(PC,KSP*);
433 PETSC_EXTERN PetscErrorCode PCRedistributeGetKSP(PC,KSP*);
434 PETSC_EXTERN PetscErrorCode PCTelescopeGetKSP(PC,KSP*);
435 
436 /*E
437     KSPNormType - Norm that is passed in the Krylov convergence
438        test routines.
439 
440    Level: advanced
441 
442    Each solver only supports a subset of these and some may support different ones
443    depending on left or right preconditioning, see KSPSetPCSide()
444 
445    Notes:
446     this must match petsc/finclude/petscksp.h
447 
448 .seealso: KSPSolve(), KSPGetConvergedReason(), KSPSetNormType(),
449           KSPSetConvergenceTest(), KSPSetPCSide()
450 E*/
451 typedef enum {KSP_NORM_DEFAULT = -1,KSP_NORM_NONE = 0,KSP_NORM_PRECONDITIONED = 1,KSP_NORM_UNPRECONDITIONED = 2,KSP_NORM_NATURAL = 3} KSPNormType;
452 #define KSP_NORM_MAX (KSP_NORM_NATURAL + 1)
453 PETSC_EXTERN const char *const*const KSPNormTypes;
454 
455 /*MC
456     KSP_NORM_NONE - Do not compute a norm during the Krylov process. This will
457           possibly save some computation but means the convergence test cannot
458           be based on a norm of a residual etc.
459 
460    Level: advanced
461 
462     Note: Some Krylov methods need to compute a residual norm (such as GMRES) and then this option is ignored
463 
464 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_PRECONDITIONED, KSP_NORM_UNPRECONDITIONED, KSP_NORM_NATURAL
465 M*/
466 
467 /*MC
468     KSP_NORM_PRECONDITIONED - Compute the norm of the preconditioned residual B*(b - A*x), if left preconditioning, and pass that to the
469        convergence test routine.
470 
471    Level: advanced
472 
473 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_UNPRECONDITIONED, KSP_NORM_NATURAL, KSPSetConvergenceTest()
474 M*/
475 
476 /*MC
477     KSP_NORM_UNPRECONDITIONED - Compute the norm of the true residual (b - A*x) and pass that to the
478        convergence test routine.
479 
480    Level: advanced
481 
482 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_PRECONDITIONED, KSP_NORM_NATURAL, KSPSetConvergenceTest()
483 M*/
484 
485 /*MC
486     KSP_NORM_NATURAL - Compute the 'natural norm' of residual sqrt((b - A*x)*B*(b - A*x)) and pass that to the
487        convergence test routine. This is only supported by  KSPCG, KSPCR, KSPCGNE, KSPCGS, KSPFCG, KSPPIPEFCG, KSPPIPEGCR
488 
489    Level: advanced
490 
491 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_PRECONDITIONED, KSP_NORM_UNPRECONDITIONED, KSPSetConvergenceTest()
492 M*/
493 
494 PETSC_EXTERN PetscErrorCode KSPSetNormType(KSP,KSPNormType);
495 PETSC_EXTERN PetscErrorCode KSPGetNormType(KSP,KSPNormType*);
496 PETSC_EXTERN PetscErrorCode KSPSetSupportedNorm(KSP ksp,KSPNormType,PCSide,PetscInt);
497 PETSC_EXTERN PetscErrorCode KSPSetCheckNormIteration(KSP,PetscInt);
498 PETSC_EXTERN PetscErrorCode KSPSetLagNorm(KSP,PetscBool);
499 
500 #define KSP_DIVERGED_PCSETUP_FAILED_DEPRECATED KSP_DIVERGED_PCSETUP_FAILED PETSC_DEPRECATED_ENUM("Use KSP_DIVERGED_PC_FAILED (since version 3.11)")
501 /*E
502     KSPConvergedReason - reason a Krylov method was said to have converged or diverged
503 
504    Level: beginner
505 
506    Notes:
507     See KSPGetConvergedReason() for explanation of each value
508 
509    Developer Notes:
510     this must match petsc/finclude/petscksp.h
511 
512       The string versions of these are KSPConvergedReasons; if you change
513       any of the values here also change them that array of names.
514 
515 .seealso: KSPSolve(), KSPGetConvergedReason(), KSPSetTolerances(), KSPConvergedReasonView()
516 E*/
517 typedef enum {/* converged */
518               KSP_CONVERGED_RTOL_NORMAL        =  1,
519               KSP_CONVERGED_ATOL_NORMAL        =  9,
520               KSP_CONVERGED_RTOL               =  2,
521               KSP_CONVERGED_ATOL               =  3,
522               KSP_CONVERGED_ITS                =  4,
523               KSP_CONVERGED_CG_NEG_CURVE       =  5,
524               KSP_CONVERGED_CG_CONSTRAINED     =  6,
525               KSP_CONVERGED_STEP_LENGTH        =  7,
526               KSP_CONVERGED_HAPPY_BREAKDOWN    =  8,
527               /* diverged */
528               KSP_DIVERGED_NULL                = -2,
529               KSP_DIVERGED_ITS                 = -3,
530               KSP_DIVERGED_DTOL                = -4,
531               KSP_DIVERGED_BREAKDOWN           = -5,
532               KSP_DIVERGED_BREAKDOWN_BICG      = -6,
533               KSP_DIVERGED_NONSYMMETRIC        = -7,
534               KSP_DIVERGED_INDEFINITE_PC       = -8,
535               KSP_DIVERGED_NANORINF            = -9,
536               KSP_DIVERGED_INDEFINITE_MAT      = -10,
537               KSP_DIVERGED_PC_FAILED           = -11,
538               KSP_DIVERGED_PCSETUP_FAILED_DEPRECATED  = -11,
539 
540               KSP_CONVERGED_ITERATING          =  0} KSPConvergedReason;
541 PETSC_EXTERN const char *const*KSPConvergedReasons;
542 
543 /*MC
544      KSP_CONVERGED_RTOL - norm(r) <= rtol*norm(b) or rtol*norm(b - A*x_0) if KSPConvergedDefaultSetUIRNorm() was called
545 
546    Level: beginner
547 
548    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
549        for left preconditioning it is the 2-norm of the preconditioned residual, and the
550        2-norm of the residual for right preconditioning
551 
552    See also KSP_CONVERGED_ATOL which may apply before this tolerance.
553 
554 .seealso:  KSP_CONVERGED_ATOL, KSP_DIVERGED_DTOL, KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
555 
556 M*/
557 
558 /*MC
559      KSP_CONVERGED_ATOL - norm(r) <= atol
560 
561    Level: beginner
562 
563    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
564        for left preconditioning it is the 2-norm of the preconditioned residual, and the
565        2-norm of the residual for right preconditioning
566 
567    See also KSP_CONVERGED_RTOL which may apply before this tolerance.
568 
569 .seealso:  KSP_CONVERGED_RTOL, KSP_DIVERGED_DTOL, KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
570 
571 M*/
572 
573 /*MC
574      KSP_DIVERGED_DTOL - norm(r) >= dtol*norm(b)
575 
576    Level: beginner
577 
578    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
579        for left preconditioning it is the 2-norm of the preconditioned residual, and the
580        2-norm of the residual for right preconditioning
581 
582    Level: beginner
583 
584 .seealso:  KSP_CONVERGED_ATOL, KSP_DIVERGED_RTOL, KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
585 
586 M*/
587 
588 /*MC
589      KSP_DIVERGED_ITS - Ran out of iterations before any convergence criteria was
590       reached
591 
592    Level: beginner
593 
594 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
595 
596 M*/
597 
598 /*MC
599      KSP_CONVERGED_ITS - Used by the KSPPREONLY solver after the single iteration of
600            the preconditioner is applied. Also used when the KSPConvergedSkip() convergence
601            test routine is set in KSP.
602 
603    Level: beginner
604 
605 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
606 
607 M*/
608 
609 /*MC
610      KSP_DIVERGED_BREAKDOWN - A breakdown in the Krylov method was detected so the
611           method could not continue to enlarge the Krylov space. Could be due to a singular matrix or
612           preconditioner. In KSPHPDDM, this is also returned when some search directions within a block
613           are colinear.
614 
615    Level: beginner
616 
617 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
618 
619 M*/
620 
621 /*MC
622      KSP_DIVERGED_BREAKDOWN_BICG - A breakdown in the KSPBICG method was detected so the
623           method could not continue to enlarge the Krylov space.
624 
625    Level: beginner
626 
627 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
628 
629 M*/
630 
631 /*MC
632      KSP_DIVERGED_NONSYMMETRIC - It appears the operator or preconditioner is not
633         symmetric and this Krylov method (KSPCG, KSPMINRES, KSPCR) requires symmetry
634 
635    Level: beginner
636 
637 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
638 
639 M*/
640 
641 /*MC
642      KSP_DIVERGED_INDEFINITE_PC - It appears the preconditioner is indefinite (has both
643         positive and negative eigenvalues) and this Krylov method (KSPCG) requires it to
644         be positive definite
645 
646    Level: beginner
647 
648      Notes:
649     This can happen with the PCICC preconditioner, use -pc_factor_shift_positive_definite to force
650   the PCICC preconditioner to generate a positive definite preconditioner
651 
652 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
653 
654 M*/
655 
656 /*MC
657      KSP_DIVERGED_PC_FAILED - It was not possible to build or use the requested preconditioner. This is usually due to a
658      zero pivot in a factorization. It can also result from a failure in a subpreconditioner inside a nested preconditioner
659      such as PCFIELDSPLIT.
660 
661    Level: beginner
662 
663     Notes:
664     Run with -ksp_error_if_not_converged to stop the program when the error is detected and print an error message with details.
665 
666 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
667 
668 M*/
669 
670 /*MC
671      KSP_CONVERGED_ITERATING - This flag is returned if you call KSPGetConvergedReason()
672         while the KSPSolve() is still running.
673 
674    Level: beginner
675 
676 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
677 
678 M*/
679 
680 PETSC_EXTERN PetscErrorCode KSPSetConvergenceTest(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*),void*,PetscErrorCode (*)(void*));
681 PETSC_EXTERN PetscErrorCode KSPGetConvergenceTest(KSP,PetscErrorCode (**)(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*),void**,PetscErrorCode (**)(void*));
682 PETSC_EXTERN PetscErrorCode KSPGetAndClearConvergenceTest(KSP,PetscErrorCode (**)(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*),void**,PetscErrorCode (**)(void*));
683 PETSC_EXTERN PetscErrorCode KSPGetConvergenceContext(KSP,void*);
684 PETSC_EXTERN PetscErrorCode KSPConvergedDefault(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*);
685 PETSC_EXTERN PetscErrorCode KSPLSQRConvergedDefault(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*);
686 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultDestroy(void*);
687 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultCreate(void**);
688 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetUIRNorm(KSP);
689 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetUMIRNorm(KSP);
690 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetConvergedMaxits(KSP,PetscBool);
691 PETSC_EXTERN PetscErrorCode KSPConvergedSkip(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*);
692 PETSC_EXTERN PetscErrorCode KSPGetConvergedReason(KSP,KSPConvergedReason*);
693 PETSC_EXTERN PetscErrorCode KSPGetConvergedReasonString(KSP,const char**);
694 PETSC_EXTERN PetscErrorCode KSPComputeConvergenceRate(KSP,PetscReal*,PetscReal*,PetscReal*,PetscReal*);
695 
696 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefault() (since version 3.5)") PETSC_STATIC_INLINE void KSPDefaultConverged(void) { /* never called */ }
697 #define KSPDefaultConverged (KSPDefaultConverged, KSPConvergedDefault)
698 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultDestroy() (since version 3.5)") PETSC_STATIC_INLINE void KSPDefaultConvergedDestroy(void) { /* never called */ }
699 #define KSPDefaultConvergedDestroy (KSPDefaultConvergedDestroy, KSPConvergedDefaultDestroy)
700 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultCreate() (since version 3.5)") PETSC_STATIC_INLINE void KSPDefaultConvergedCreate(void) { /* never called */ }
701 #define KSPDefaultConvergedCreate (KSPDefaultConvergedCreate, KSPConvergedDefaultCreate)
702 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultSetUIRNorm() (since version 3.5)") PETSC_STATIC_INLINE void KSPDefaultConvergedSetUIRNorm(void) { /* never called */ }
703 #define KSPDefaultConvergedSetUIRNorm (KSPDefaultConvergedSetUIRNorm, KSPConvergedDefaultSetUIRNorm)
704 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultSetUMIRNorm() (since version 3.5)") PETSC_STATIC_INLINE void KSPDefaultConvergedSetUMIRNorm(void) { /* never called */ }
705 #define KSPDefaultConvergedSetUMIRNorm (KSPDefaultConvergedSetUMIRNorm, KSPConvergedDefaultSetUMIRNorm)
706 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedSkip() (since version 3.5)") PETSC_STATIC_INLINE void KSPSkipConverged(void) { /* never called */ }
707 #define KSPSkipConverged (KSPSkipConverged, KSPConvergedSkip)
708 
709 PETSC_EXTERN PetscErrorCode KSPComputeOperator(KSP,MatType,Mat*);
710 PETSC_DEPRECATED_FUNCTION("Use KSPComputeOperator() (since version 3.12)") PETSC_STATIC_INLINE PetscErrorCode KSPComputeExplicitOperator(KSP A,Mat* B) { return KSPComputeOperator(A,NULL,B); }
711 
712 /*E
713     KSPCGType - Determines what type of CG to use
714 
715    Level: beginner
716 
717 .seealso: KSPCGSetType()
718 E*/
719 typedef enum {KSP_CG_SYMMETRIC=0,KSP_CG_HERMITIAN=1} KSPCGType;
720 PETSC_EXTERN const char *const KSPCGTypes[];
721 
722 PETSC_EXTERN PetscErrorCode KSPCGSetType(KSP,KSPCGType);
723 PETSC_EXTERN PetscErrorCode KSPCGUseSingleReduction(KSP,PetscBool);
724 
725 PETSC_EXTERN PetscErrorCode KSPCGSetRadius(KSP,PetscReal);
726 PETSC_EXTERN PetscErrorCode KSPCGGetNormD(KSP,PetscReal*);
727 PETSC_EXTERN PetscErrorCode KSPCGGetObjFcn(KSP,PetscReal*);
728 
729 PETSC_EXTERN PetscErrorCode KSPGLTRGetMinEig(KSP,PetscReal*);
730 PETSC_EXTERN PetscErrorCode KSPGLTRGetLambda(KSP,PetscReal*);
731 PETSC_DEPRECATED_FUNCTION("Use KSPGLTRGetMinEig (since v3.12)") PETSC_STATIC_INLINE PetscErrorCode KSPCGGLTRGetMinEig(KSP ksp,PetscReal *x) {return KSPGLTRGetMinEig(ksp,x);}
732 PETSC_DEPRECATED_FUNCTION("Use KSPGLTRGetLambda (since v3.12)") PETSC_STATIC_INLINE PetscErrorCode KSPCGGLTRGetLambda(KSP ksp,PetscReal *x) {return KSPGLTRGetLambda(ksp,x);}
733 
734 PETSC_EXTERN PetscErrorCode KSPPythonSetType(KSP,const char[]);
735 
736 PETSC_EXTERN PetscErrorCode PCSetPreSolve(PC,PetscErrorCode (*)(PC,KSP));
737 PETSC_EXTERN PetscErrorCode PCPreSolve(PC,KSP);
738 PETSC_EXTERN PetscErrorCode PCPostSolve(PC,KSP);
739 
740 #include <petscdrawtypes.h>
741 PETSC_EXTERN PetscErrorCode KSPMonitorLGRange(KSP,PetscInt,PetscReal,void*);
742 
743 PETSC_EXTERN PetscErrorCode PCShellSetPreSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
744 PETSC_EXTERN PetscErrorCode PCShellSetPostSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
745 
746 /*S
747      KSPGuess - Abstract PETSc object that manages all initial guess methods in Krylov methods.
748 
749    Level: beginner
750 
751 .seealso:  KSPCreate(), KSPSetGuessType(), KSPGuessType
752 S*/
753 typedef struct _p_KSPGuess* KSPGuess;
754 /*J
755     KSPGuessType - String with the name of a PETSc initial guess for Krylov methods.
756 
757    Level: beginner
758 
759 .seealso: KSPGuess
760 J*/
761 typedef const char* KSPGuessType;
762 #define KSPGUESSFISCHER "fischer"
763 #define KSPGUESSPOD     "pod"
764 PETSC_EXTERN PetscErrorCode KSPGuessRegister(const char[],PetscErrorCode (*)(KSPGuess));
765 PETSC_EXTERN PetscErrorCode KSPSetGuess(KSP,KSPGuess);
766 PETSC_EXTERN PetscErrorCode KSPGetGuess(KSP,KSPGuess*);
767 PETSC_EXTERN PetscErrorCode KSPGuessView(KSPGuess,PetscViewer);
768 PETSC_EXTERN PetscErrorCode KSPGuessDestroy(KSPGuess*);
769 PETSC_EXTERN PetscErrorCode KSPGuessCreate(MPI_Comm,KSPGuess*);
770 PETSC_EXTERN PetscErrorCode KSPGuessSetType(KSPGuess,KSPGuessType);
771 PETSC_EXTERN PetscErrorCode KSPGuessGetType(KSPGuess,KSPGuessType*);
772 PETSC_EXTERN PetscErrorCode KSPGuessSetUp(KSPGuess);
773 PETSC_EXTERN PetscErrorCode KSPGuessUpdate(KSPGuess,Vec,Vec);
774 PETSC_EXTERN PetscErrorCode KSPGuessFormGuess(KSPGuess,Vec,Vec);
775 PETSC_EXTERN PetscErrorCode KSPGuessSetFromOptions(KSPGuess);
776 PETSC_EXTERN PetscErrorCode KSPGuessFischerSetModel(KSPGuess,PetscInt,PetscInt);
777 PETSC_EXTERN PetscErrorCode KSPSetUseFischerGuess(KSP,PetscInt,PetscInt);
778 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessKnoll(KSP,PetscBool);
779 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessKnoll(KSP,PetscBool*);
780 
781 /*E
782     MatSchurComplementAinvType - Determines how to approximate the inverse of the (0,0) block in Schur complement preconditioning matrix assembly routines
783 
784     Level: intermediate
785 
786 .seealso: MatSchurComplementGetAinvType(), MatSchurComplementSetAinvType(), MatSchurComplementGetPmat(), MatGetSchurComplement(), MatCreateSchurComplementPmat()
787 E*/
788 typedef enum {MAT_SCHUR_COMPLEMENT_AINV_DIAG, MAT_SCHUR_COMPLEMENT_AINV_LUMP, MAT_SCHUR_COMPLEMENT_AINV_BLOCK_DIAG} MatSchurComplementAinvType;
789 PETSC_EXTERN const char *const MatSchurComplementAinvTypes[];
790 
791 typedef enum {MAT_LMVM_SYMBROYDEN_SCALE_NONE       = 0,
792               MAT_LMVM_SYMBROYDEN_SCALE_SCALAR     = 1,
793               MAT_LMVM_SYMBROYDEN_SCALE_DIAGONAL   = 2,
794               MAT_LMVM_SYMBROYDEN_SCALE_USER       = 3} MatLMVMSymBroydenScaleType;
795 PETSC_EXTERN const char *const MatLMVMSymBroydenScaleTypes[];
796 
797 PETSC_EXTERN PetscErrorCode MatCreateSchurComplement(Mat,Mat,Mat,Mat,Mat,Mat*);
798 PETSC_EXTERN PetscErrorCode MatSchurComplementGetKSP(Mat,KSP*);
799 PETSC_EXTERN PetscErrorCode MatSchurComplementSetKSP(Mat,KSP);
800 PETSC_EXTERN PetscErrorCode MatSchurComplementSetSubMatrices(Mat,Mat,Mat,Mat,Mat,Mat);
801 PETSC_EXTERN PetscErrorCode MatSchurComplementUpdateSubMatrices(Mat,Mat,Mat,Mat,Mat,Mat);
802 PETSC_EXTERN PetscErrorCode MatSchurComplementGetSubMatrices(Mat,Mat*,Mat*,Mat*,Mat*,Mat*);
803 PETSC_EXTERN PetscErrorCode MatSchurComplementSetAinvType(Mat,MatSchurComplementAinvType);
804 PETSC_EXTERN PetscErrorCode MatSchurComplementGetAinvType(Mat,MatSchurComplementAinvType*);
805 PETSC_EXTERN PetscErrorCode MatSchurComplementGetPmat(Mat,MatReuse,Mat*);
806 PETSC_EXTERN PetscErrorCode MatSchurComplementComputeExplicitOperator(Mat,Mat*);
807 PETSC_EXTERN PetscErrorCode MatGetSchurComplement(Mat,IS,IS,IS,IS,MatReuse,Mat*,MatSchurComplementAinvType,MatReuse,Mat*);
808 PETSC_EXTERN PetscErrorCode MatCreateSchurComplementPmat(Mat,Mat,Mat,Mat,MatSchurComplementAinvType,MatReuse,Mat*);
809 
810 PETSC_EXTERN PetscErrorCode MatCreateLMVMDFP(MPI_Comm,PetscInt,PetscInt,Mat*);
811 PETSC_EXTERN PetscErrorCode MatCreateLMVMBFGS(MPI_Comm,PetscInt,PetscInt,Mat*);
812 PETSC_EXTERN PetscErrorCode MatCreateLMVMSR1(MPI_Comm,PetscInt,PetscInt,Mat*);
813 PETSC_EXTERN PetscErrorCode MatCreateLMVMBroyden(MPI_Comm,PetscInt,PetscInt,Mat*);
814 PETSC_EXTERN PetscErrorCode MatCreateLMVMBadBroyden(MPI_Comm,PetscInt,PetscInt,Mat*);
815 PETSC_EXTERN PetscErrorCode MatCreateLMVMSymBroyden(MPI_Comm,PetscInt,PetscInt,Mat*);
816 PETSC_EXTERN PetscErrorCode MatCreateLMVMSymBadBroyden(MPI_Comm,PetscInt,PetscInt,Mat*);
817 PETSC_EXTERN PetscErrorCode MatCreateLMVMDiagBroyden(MPI_Comm,PetscInt,PetscInt,Mat*);
818 
819 PETSC_EXTERN PetscErrorCode MatLMVMUpdate(Mat, Vec, Vec);
820 PETSC_EXTERN PetscErrorCode MatLMVMIsAllocated(Mat, PetscBool*);
821 PETSC_EXTERN PetscErrorCode MatLMVMAllocate(Mat, Vec, Vec);
822 PETSC_EXTERN PetscErrorCode MatLMVMReset(Mat, PetscBool);
823 PETSC_EXTERN PetscErrorCode MatLMVMResetShift(Mat);
824 PETSC_EXTERN PetscErrorCode MatLMVMClearJ0(Mat);
825 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0(Mat, Mat);
826 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0Scale(Mat, PetscReal);
827 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0Diag(Mat, Vec);
828 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0PC(Mat, PC);
829 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0KSP(Mat, KSP);
830 PETSC_EXTERN PetscErrorCode MatLMVMApplyJ0Fwd(Mat, Vec, Vec);
831 PETSC_EXTERN PetscErrorCode MatLMVMApplyJ0Inv(Mat, Vec, Vec);
832 PETSC_EXTERN PetscErrorCode MatLMVMGetJ0(Mat, Mat*);
833 PETSC_EXTERN PetscErrorCode MatLMVMGetJ0PC(Mat, PC*);
834 PETSC_EXTERN PetscErrorCode MatLMVMGetJ0KSP(Mat, KSP*);
835 PETSC_EXTERN PetscErrorCode MatLMVMSetHistorySize(Mat, PetscInt);
836 PETSC_EXTERN PetscErrorCode MatLMVMGetUpdateCount(Mat, PetscInt*);
837 PETSC_EXTERN PetscErrorCode MatLMVMGetRejectCount(Mat, PetscInt*);
838 PETSC_EXTERN PetscErrorCode MatLMVMSymBroydenSetDelta(Mat, PetscScalar);
839 PETSC_EXTERN PetscErrorCode MatLMVMSymBroydenSetScaleType(Mat, MatLMVMSymBroydenScaleType);
840 
841 PETSC_EXTERN PetscErrorCode KSPSetDM(KSP,DM);
842 PETSC_EXTERN PetscErrorCode KSPSetDMActive(KSP,PetscBool);
843 PETSC_EXTERN PetscErrorCode KSPGetDM(KSP,DM*);
844 PETSC_EXTERN PetscErrorCode KSPSetApplicationContext(KSP,void*);
845 PETSC_EXTERN PetscErrorCode KSPGetApplicationContext(KSP,void*);
846 PETSC_EXTERN PetscErrorCode KSPSetComputeRHS(KSP,PetscErrorCode (*func)(KSP,Vec,void*),void*);
847 PETSC_EXTERN PetscErrorCode KSPSetComputeOperators(KSP,PetscErrorCode(*)(KSP,Mat,Mat,void*),void*);
848 PETSC_EXTERN PetscErrorCode KSPSetComputeInitialGuess(KSP,PetscErrorCode(*)(KSP,Vec,void*),void*);
849 PETSC_EXTERN PetscErrorCode DMKSPSetComputeOperators(DM,PetscErrorCode(*)(KSP,Mat,Mat,void*),void*);
850 PETSC_EXTERN PetscErrorCode DMKSPGetComputeOperators(DM,PetscErrorCode(**)(KSP,Mat,Mat,void*),void*);
851 PETSC_EXTERN PetscErrorCode DMKSPSetComputeRHS(DM,PetscErrorCode(*)(KSP,Vec,void*),void*);
852 PETSC_EXTERN PetscErrorCode DMKSPGetComputeRHS(DM,PetscErrorCode(**)(KSP,Vec,void*),void*);
853 PETSC_EXTERN PetscErrorCode DMKSPSetComputeInitialGuess(DM,PetscErrorCode(*)(KSP,Vec,void*),void*);
854 PETSC_EXTERN PetscErrorCode DMKSPGetComputeInitialGuess(DM,PetscErrorCode(**)(KSP,Vec,void*),void*);
855 
856 PETSC_EXTERN PetscErrorCode DMGlobalToLocalSolve(DM,Vec,Vec);
857 PETSC_EXTERN PetscErrorCode DMProjectField(DM, PetscReal, Vec,
858                                            void (**)(PetscInt, PetscInt, PetscInt,
859                                                      const PetscInt[], const PetscInt[], const PetscScalar[], const PetscScalar[], const PetscScalar[],
860                                                      const PetscInt[], const PetscInt[], const PetscScalar[], const PetscScalar[], const PetscScalar[],
861                                                      PetscReal, const PetscReal [], PetscInt, const PetscScalar[], PetscScalar []), InsertMode, Vec);
862 
863 PETSC_EXTERN PetscErrorCode DMAdaptInterpolator(DM, DM, Mat, KSP, PetscInt, Vec[], Vec[], Mat *, void *);
864 PETSC_EXTERN PetscErrorCode DMCheckInterpolator(DM, Mat, PetscInt, Vec[], Vec[], PetscReal);
865 #endif
866