xref: /petsc/include/petscksp.h (revision 0f1503a698da0451f8f2e3e02a165d4e1f526457)
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   KSPQMRCGS      "qmrcgs"
60 #define   KSPFBCGS      "fbcgs"
61 #define   KSPFBCGSR     "fbcgsr"
62 #define   KSPBCGSL      "bcgsl"
63 #define   KSPPIPEBCGS   "pipebcgs"
64 #define KSPCGS        "cgs"
65 #define KSPTFQMR      "tfqmr"
66 #define KSPCR         "cr"
67 #define KSPPIPECR     "pipecr"
68 #define KSPLSQR       "lsqr"
69 #define KSPPREONLY    "preonly"
70 #define KSPQCG        "qcg"
71 #define KSPBICG       "bicg"
72 #define KSPMINRES     "minres"
73 #define KSPSYMMLQ     "symmlq"
74 #define KSPLCD        "lcd"
75 #define KSPPYTHON     "python"
76 #define KSPGCR        "gcr"
77 #define KSPPIPEGCR    "pipegcr"
78 #define KSPTSIRM      "tsirm"
79 #define KSPCGLS       "cgls"
80 #define KSPFETIDP     "fetidp"
81 #define KSPHPDDM      "hpddm"
82 
83 /* Logging support */
84 PETSC_EXTERN PetscClassId KSP_CLASSID;
85 PETSC_EXTERN PetscClassId KSPGUESS_CLASSID;
86 PETSC_EXTERN PetscClassId DMKSP_CLASSID;
87 
88 PETSC_EXTERN PetscErrorCode KSPCreate(MPI_Comm,KSP*);
89 PETSC_EXTERN PetscErrorCode KSPSetType(KSP,KSPType);
90 PETSC_EXTERN PetscErrorCode KSPGetType(KSP,KSPType*);
91 PETSC_EXTERN PetscErrorCode KSPSetUp(KSP);
92 PETSC_EXTERN PetscErrorCode KSPSetUpOnBlocks(KSP);
93 PETSC_EXTERN PetscErrorCode KSPSolve(KSP,Vec,Vec);
94 PETSC_EXTERN PetscErrorCode KSPSolveTranspose(KSP,Vec,Vec);
95 PETSC_EXTERN PetscErrorCode KSPSetUseExplicitTranspose(KSP,PetscBool);
96 PETSC_EXTERN PetscErrorCode KSPMatSolve(KSP,Mat,Mat);
97 PETSC_EXTERN PetscErrorCode KSPSetMatSolveBatchSize(KSP,PetscInt);
98 PETSC_DEPRECATED_FUNCTION("Use KSPSetMatSolveBatchSize() (since version 3.15)") PETSC_STATIC_INLINE PetscErrorCode KSPSetMatSolveBlockSize(KSP ksp,PetscInt n) {return KSPSetMatSolveBatchSize(ksp,n);}
99 PETSC_EXTERN PetscErrorCode KSPGetMatSolveBatchSize(KSP,PetscInt*);
100 PETSC_DEPRECATED_FUNCTION("Use KSPGetMatSolveBatchSize() (since version 3.15)") PETSC_STATIC_INLINE PetscErrorCode KSPGetMatSolveBlockSize(KSP ksp,PetscInt *n) {return KSPGetMatSolveBatchSize(ksp,n);}
101 PETSC_EXTERN PetscErrorCode KSPReset(KSP);
102 PETSC_EXTERN PetscErrorCode KSPResetViewers(KSP);
103 PETSC_EXTERN PetscErrorCode KSPDestroy(KSP*);
104 PETSC_EXTERN PetscErrorCode KSPSetReusePreconditioner(KSP,PetscBool);
105 PETSC_EXTERN PetscErrorCode KSPGetReusePreconditioner(KSP,PetscBool*);
106 PETSC_EXTERN PetscErrorCode KSPSetSkipPCSetFromOptions(KSP,PetscBool);
107 PETSC_EXTERN PetscErrorCode KSPCheckSolve(KSP,PC,Vec);
108 
109 PETSC_EXTERN PetscFunctionList KSPList;
110 PETSC_EXTERN PetscFunctionList KSPGuessList;
111 PETSC_EXTERN PetscFunctionList KSPMonitorList;
112 PETSC_EXTERN PetscFunctionList KSPMonitorCreateList;
113 PETSC_EXTERN PetscFunctionList KSPMonitorDestroyList;
114 PETSC_EXTERN PetscErrorCode KSPRegister(const char[],PetscErrorCode (*)(KSP));
115 PETSC_EXTERN PetscErrorCode KSPMonitorRegister(const char[], PetscViewerType, PetscViewerFormat, PetscErrorCode (*)(KSP, PetscInt, PetscReal, PetscViewerAndFormat *), PetscErrorCode (*)(PetscViewer, PetscViewerFormat, void *, PetscViewerAndFormat **), PetscErrorCode (*)(PetscViewerAndFormat **));
116 
117 PETSC_EXTERN PetscErrorCode KSPSetPCSide(KSP,PCSide);
118 PETSC_EXTERN PetscErrorCode KSPGetPCSide(KSP,PCSide*);
119 PETSC_EXTERN PetscErrorCode KSPSetTolerances(KSP,PetscReal,PetscReal,PetscReal,PetscInt);
120 PETSC_EXTERN PetscErrorCode KSPGetTolerances(KSP,PetscReal*,PetscReal*,PetscReal*,PetscInt*);
121 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessNonzero(KSP,PetscBool);
122 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessNonzero(KSP,PetscBool*);
123 PETSC_EXTERN PetscErrorCode KSPSetErrorIfNotConverged(KSP,PetscBool);
124 PETSC_EXTERN PetscErrorCode KSPGetErrorIfNotConverged(KSP,PetscBool*);
125 PETSC_EXTERN PetscErrorCode KSPSetComputeEigenvalues(KSP,PetscBool);
126 PETSC_EXTERN PetscErrorCode KSPSetComputeRitz(KSP,PetscBool);
127 PETSC_EXTERN PetscErrorCode KSPGetComputeEigenvalues(KSP,PetscBool*);
128 PETSC_EXTERN PetscErrorCode KSPSetComputeSingularValues(KSP,PetscBool);
129 PETSC_EXTERN PetscErrorCode KSPGetComputeSingularValues(KSP,PetscBool*);
130 PETSC_EXTERN PetscErrorCode KSPGetRhs(KSP,Vec*);
131 PETSC_EXTERN PetscErrorCode KSPGetSolution(KSP,Vec*);
132 PETSC_EXTERN PetscErrorCode KSPGetResidualNorm(KSP,PetscReal*);
133 PETSC_EXTERN PetscErrorCode KSPGetIterationNumber(KSP,PetscInt*);
134 PETSC_EXTERN PetscErrorCode KSPGetTotalIterations(KSP,PetscInt*);
135 PETSC_EXTERN PetscErrorCode KSPCreateVecs(KSP,PetscInt,Vec**,PetscInt,Vec**);
136 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);}
137 
138 PETSC_EXTERN PetscErrorCode KSPSetPreSolve(KSP,PetscErrorCode (*)(KSP,Vec,Vec,void*),void*);
139 PETSC_EXTERN PetscErrorCode KSPSetPostSolve(KSP,PetscErrorCode (*)(KSP,Vec,Vec,void*),void*);
140 
141 PETSC_EXTERN PetscErrorCode KSPSetPC(KSP,PC);
142 PETSC_EXTERN PetscErrorCode KSPGetPC(KSP,PC*);
143 
144 PETSC_EXTERN PetscErrorCode KSPMonitor(KSP,PetscInt,PetscReal);
145 PETSC_EXTERN PetscErrorCode KSPMonitorSet(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void*,PetscErrorCode (*)(void**));
146 PETSC_EXTERN PetscErrorCode KSPMonitorCancel(KSP);
147 PETSC_EXTERN PetscErrorCode KSPGetMonitorContext(KSP,void*);
148 PETSC_EXTERN PetscErrorCode KSPGetResidualHistory(KSP,const PetscReal*[],PetscInt*);
149 PETSC_EXTERN PetscErrorCode KSPSetResidualHistory(KSP,PetscReal[],PetscInt,PetscBool);
150 PETSC_EXTERN PetscErrorCode KSPGetErrorHistory(KSP,const PetscReal*[],PetscInt*);
151 PETSC_EXTERN PetscErrorCode KSPSetErrorHistory(KSP,PetscReal[],PetscInt,PetscBool);
152 
153 PETSC_EXTERN PetscErrorCode KSPBuildSolutionDefault(KSP,Vec,Vec*);
154 PETSC_EXTERN PetscErrorCode KSPBuildResidualDefault(KSP,Vec,Vec,Vec*);
155 PETSC_EXTERN PetscErrorCode KSPDestroyDefault(KSP);
156 PETSC_EXTERN PetscErrorCode KSPSetWorkVecs(KSP,PetscInt);
157 
158 PETSC_EXTERN PetscErrorCode PCKSPGetKSP(PC,KSP*);
159 PETSC_EXTERN PetscErrorCode PCKSPSetKSP(PC,KSP);
160 PETSC_EXTERN PetscErrorCode PCBJacobiGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
161 PETSC_EXTERN PetscErrorCode PCASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
162 PETSC_EXTERN PetscErrorCode PCGASMGetSubKSP(PC,PetscInt*,PetscInt*,KSP*[]);
163 PETSC_EXTERN PetscErrorCode PCFieldSplitGetSubKSP(PC,PetscInt*,KSP*[]);
164 PETSC_EXTERN PetscErrorCode PCFieldSplitSchurGetSubKSP(PC,PetscInt*,KSP*[]);
165 PETSC_EXTERN PetscErrorCode PCMGGetSmoother(PC,PetscInt,KSP*);
166 PETSC_EXTERN PetscErrorCode PCMGGetSmootherDown(PC,PetscInt,KSP*);
167 PETSC_EXTERN PetscErrorCode PCMGGetSmootherUp(PC,PetscInt,KSP*);
168 PETSC_EXTERN PetscErrorCode PCMGGetCoarseSolve(PC,KSP*);
169 PETSC_EXTERN PetscErrorCode PCGalerkinGetKSP(PC,KSP*);
170 PETSC_EXTERN PetscErrorCode PCDeflationGetCoarseKSP(PC,KSP*);
171 /*
172   PCMGCoarseList contains the list of coarse space constructor currently registered
173   These are added with PCMGRegisterCoarseSpaceConstructor()
174 */
175 PETSC_EXTERN PetscFunctionList PCMGCoarseList;
176 PETSC_EXTERN PetscErrorCode PCMGRegisterCoarseSpaceConstructor(const char[], PetscErrorCode (*)(PC, PetscInt, DM, KSP, PetscInt, const Vec[], Vec **));
177 PETSC_EXTERN PetscErrorCode PCMGGetCoarseSpaceConstructor(const char[], PetscErrorCode (**)(PC, PetscInt, DM, KSP, PetscInt, const Vec[], Vec **));
178 
179 PETSC_EXTERN PetscErrorCode KSPBuildSolution(KSP,Vec,Vec*);
180 PETSC_EXTERN PetscErrorCode KSPBuildResidual(KSP,Vec,Vec,Vec*);
181 
182 PETSC_EXTERN PetscErrorCode KSPRichardsonSetScale(KSP,PetscReal);
183 PETSC_EXTERN PetscErrorCode KSPRichardsonSetSelfScale(KSP,PetscBool);
184 PETSC_EXTERN PetscErrorCode KSPChebyshevSetEigenvalues(KSP,PetscReal,PetscReal);
185 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSet(KSP,PetscReal,PetscReal,PetscReal,PetscReal);
186 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigSetUseNoisy(KSP,PetscBool);
187 PETSC_EXTERN PetscErrorCode KSPChebyshevEstEigGetKSP(KSP,KSP*);
188 PETSC_EXTERN PetscErrorCode KSPComputeExtremeSingularValues(KSP,PetscReal*,PetscReal*);
189 PETSC_EXTERN PetscErrorCode KSPComputeEigenvalues(KSP,PetscInt,PetscReal[],PetscReal[],PetscInt*);
190 PETSC_EXTERN PetscErrorCode KSPComputeEigenvaluesExplicitly(KSP,PetscInt,PetscReal[],PetscReal[]);
191 PETSC_EXTERN PetscErrorCode KSPComputeRitz(KSP,PetscBool,PetscBool,PetscInt*,Vec[],PetscReal[],PetscReal[]);
192 
193 /*E
194 
195   KSPFCDTruncationType - Define how stored directions are used to orthogonalize in flexible conjugate directions (FCD) methods
196 
197   KSP_FCD_TRUNC_TYPE_STANDARD uses all (up to mmax) stored directions
198   KSP_FCD_TRUNC_TYPE_NOTAY uses the last max(1,mod(i,mmax)) stored directions at iteration i=0,1..
199 
200    Level: intermediate
201 .seealso : KSPFCG,KSPPIPEFCG,KSPPIPEGCR,KSPFCGSetTruncationType(),KSPFCGGetTruncationType()
202 
203 E*/
204 typedef enum {KSP_FCD_TRUNC_TYPE_STANDARD,KSP_FCD_TRUNC_TYPE_NOTAY} KSPFCDTruncationType;
205 PETSC_EXTERN const char *const KSPFCDTruncationTypes[];
206 
207 PETSC_EXTERN PetscErrorCode KSPFCGSetMmax(KSP,PetscInt);
208 PETSC_EXTERN PetscErrorCode KSPFCGGetMmax(KSP,PetscInt*);
209 PETSC_EXTERN PetscErrorCode KSPFCGSetNprealloc(KSP,PetscInt);
210 PETSC_EXTERN PetscErrorCode KSPFCGGetNprealloc(KSP,PetscInt*);
211 PETSC_EXTERN PetscErrorCode KSPFCGSetTruncationType(KSP,KSPFCDTruncationType);
212 PETSC_EXTERN PetscErrorCode KSPFCGGetTruncationType(KSP,KSPFCDTruncationType*);
213 
214 PETSC_EXTERN PetscErrorCode KSPPIPEFCGSetMmax(KSP,PetscInt);
215 PETSC_EXTERN PetscErrorCode KSPPIPEFCGGetMmax(KSP,PetscInt*);
216 PETSC_EXTERN PetscErrorCode KSPPIPEFCGSetNprealloc(KSP,PetscInt);
217 PETSC_EXTERN PetscErrorCode KSPPIPEFCGGetNprealloc(KSP,PetscInt*);
218 PETSC_EXTERN PetscErrorCode KSPPIPEFCGSetTruncationType(KSP,KSPFCDTruncationType);
219 PETSC_EXTERN PetscErrorCode KSPPIPEFCGGetTruncationType(KSP,KSPFCDTruncationType*);
220 
221 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetMmax(KSP,PetscInt);
222 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetMmax(KSP,PetscInt*);
223 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetNprealloc(KSP,PetscInt);
224 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetNprealloc(KSP,PetscInt*);
225 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetTruncationType(KSP,KSPFCDTruncationType);
226 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetTruncationType(KSP,KSPFCDTruncationType*);
227 PETSC_EXTERN PetscErrorCode KSPPIPEGCRSetUnrollW(KSP,PetscBool);
228 PETSC_EXTERN PetscErrorCode KSPPIPEGCRGetUnrollW(KSP,PetscBool*);
229 
230 PETSC_EXTERN PetscErrorCode KSPGMRESSetRestart(KSP, PetscInt);
231 PETSC_EXTERN PetscErrorCode KSPGMRESGetRestart(KSP, PetscInt*);
232 PETSC_EXTERN PetscErrorCode KSPGMRESSetHapTol(KSP,PetscReal);
233 PETSC_EXTERN PetscErrorCode KSPGMRESSetBreakdownTolerance(KSP,PetscReal);
234 
235 PETSC_EXTERN PetscErrorCode KSPGMRESSetPreAllocateVectors(KSP);
236 PETSC_EXTERN PetscErrorCode KSPGMRESSetOrthogonalization(KSP,PetscErrorCode (*)(KSP,PetscInt));
237 PETSC_EXTERN PetscErrorCode KSPGMRESGetOrthogonalization(KSP,PetscErrorCode (**)(KSP,PetscInt));
238 PETSC_EXTERN PetscErrorCode KSPGMRESModifiedGramSchmidtOrthogonalization(KSP,PetscInt);
239 PETSC_EXTERN PetscErrorCode KSPGMRESClassicalGramSchmidtOrthogonalization(KSP,PetscInt);
240 
241 PETSC_EXTERN PetscErrorCode KSPLGMRESSetAugDim(KSP,PetscInt);
242 PETSC_EXTERN PetscErrorCode KSPLGMRESSetConstant(KSP);
243 
244 PETSC_EXTERN PetscErrorCode KSPPIPEFGMRESSetShift(KSP,PetscScalar);
245 
246 PETSC_EXTERN PetscErrorCode KSPGCRSetRestart(KSP,PetscInt);
247 PETSC_EXTERN PetscErrorCode KSPGCRGetRestart(KSP,PetscInt*);
248 PETSC_EXTERN PetscErrorCode KSPGCRSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
249 
250 PETSC_EXTERN PetscErrorCode KSPFETIDPGetInnerBDDC(KSP,PC*);
251 PETSC_EXTERN PetscErrorCode KSPFETIDPSetInnerBDDC(KSP,PC);
252 PETSC_EXTERN PetscErrorCode KSPFETIDPGetInnerKSP(KSP,KSP*);
253 PETSC_EXTERN PetscErrorCode KSPFETIDPSetPressureOperator(KSP,Mat);
254 
255 PETSC_EXTERN PetscErrorCode KSPHPDDMSetDeflationSpace(KSP,Mat);
256 PETSC_EXTERN PetscErrorCode KSPHPDDMGetDeflationSpace(KSP,Mat*);
257 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); }
258 /*E
259     KSPHPDDMType - Type of Krylov method used by KSPHPDDM
260 
261     Level: intermediate
262 
263     Values:
264 +   KSP_HPDDM_TYPE_GMRES (default)
265 .   KSP_HPDDM_TYPE_BGMRES
266 .   KSP_HPDDM_TYPE_CG
267 .   KSP_HPDDM_TYPE_BCG
268 .   KSP_HPDDM_TYPE_GCRODR
269 .   KSP_HPDDM_TYPE_BGCRODR
270 .   KSP_HPDDM_TYPE_BFBCG
271 -   KSP_HPDDM_TYPE_PREONLY
272 
273 .seealso: KSPHPDDM, KSPHPDDMSetType()
274 E*/
275 typedef enum {
276   KSP_HPDDM_TYPE_GMRES = 0,
277   KSP_HPDDM_TYPE_BGMRES = 1,
278   KSP_HPDDM_TYPE_CG = 2,
279   KSP_HPDDM_TYPE_BCG = 3,
280   KSP_HPDDM_TYPE_GCRODR = 4,
281   KSP_HPDDM_TYPE_BGCRODR = 5,
282   KSP_HPDDM_TYPE_BFBCG = 6,
283   KSP_HPDDM_TYPE_PREONLY = 7
284 } KSPHPDDMType;
285 PETSC_EXTERN const char *const KSPHPDDMTypes[];
286 PETSC_EXTERN PetscErrorCode KSPHPDDMSetType(KSP,KSPHPDDMType);
287 PETSC_EXTERN PetscErrorCode KSPHPDDMGetType(KSP,KSPHPDDMType*);
288 
289 /*E
290     KSPGMRESCGSRefinementType - How the classical (unmodified) Gram-Schmidt is performed.
291 
292    Level: advanced
293 
294 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
295           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSPGMRESModifiedGramSchmidtOrthogonalization()
296 
297 E*/
298 typedef enum {KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS} KSPGMRESCGSRefinementType;
299 PETSC_EXTERN const char *const KSPGMRESCGSRefinementTypes[];
300 /*MC
301     KSP_GMRES_CGS_REFINE_NEVER - Do the classical (unmodified) Gram-Schmidt process
302 
303    Level: advanced
304 
305    Note: Possible unstable, but the fastest to compute
306 
307 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
308           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
309           KSPGMRESModifiedGramSchmidtOrthogonalization()
310 M*/
311 
312 /*MC
313     KSP_GMRES_CGS_REFINE_IFNEEDED - Do the classical (unmodified) Gram-Schmidt process and one step of
314           iterative refinement if an estimate of the orthogonality of the resulting vectors indicates
315           poor orthogonality.
316 
317    Level: advanced
318 
319    Note: This is slower than KSP_GMRES_CGS_REFINE_NEVER because it requires an extra norm computation to
320      estimate the orthogonality but is more stable.
321 
322 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
323           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_NEVER, KSP_GMRES_CGS_REFINE_ALWAYS,
324           KSPGMRESModifiedGramSchmidtOrthogonalization()
325 M*/
326 
327 /*MC
328     KSP_GMRES_CGS_REFINE_NEVER - Do two steps of the classical (unmodified) Gram-Schmidt process.
329 
330    Level: advanced
331 
332    Note: This is roughly twice the cost of KSP_GMRES_CGS_REFINE_NEVER because it performs the process twice
333      but it saves the extra norm calculation needed by KSP_GMRES_CGS_REFINE_IFNEEDED.
334 
335         You should only use this if you absolutely know that the iterative refinement is needed.
336 
337 .seealso: KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetOrthogonalization(), KSPGMRESGetOrthogonalization(),
338           KSPGMRESSetCGSRefinementType(), KSPGMRESGetCGSRefinementType(), KSP_GMRES_CGS_REFINE_IFNEEDED, KSP_GMRES_CGS_REFINE_ALWAYS,
339           KSPGMRESModifiedGramSchmidtOrthogonalization()
340 M*/
341 
342 PETSC_EXTERN PetscErrorCode KSPGMRESSetCGSRefinementType(KSP,KSPGMRESCGSRefinementType);
343 PETSC_EXTERN PetscErrorCode KSPGMRESGetCGSRefinementType(KSP,KSPGMRESCGSRefinementType*);
344 
345 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCNoChange(KSP,PetscInt,PetscInt,PetscReal,void*);
346 PETSC_EXTERN PetscErrorCode KSPFGMRESModifyPCKSP(KSP,PetscInt,PetscInt,PetscReal,void*);
347 PETSC_EXTERN PetscErrorCode KSPFGMRESSetModifyPC(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscInt,PetscReal,void*),void*,PetscErrorCode(*)(void*));
348 
349 PETSC_EXTERN PetscErrorCode KSPQCGSetTrustRegionRadius(KSP,PetscReal);
350 PETSC_EXTERN PetscErrorCode KSPQCGGetQuadratic(KSP,PetscReal*);
351 PETSC_EXTERN PetscErrorCode KSPQCGGetTrialStepNorm(KSP,PetscReal*);
352 
353 PETSC_EXTERN PetscErrorCode KSPBCGSLSetXRes(KSP,PetscReal);
354 PETSC_EXTERN PetscErrorCode KSPBCGSLSetPol(KSP,PetscBool);
355 PETSC_EXTERN PetscErrorCode KSPBCGSLSetEll(KSP,PetscInt);
356 PETSC_EXTERN PetscErrorCode KSPBCGSLSetUsePseudoinverse(KSP,PetscBool);
357 
358 PETSC_EXTERN PetscErrorCode KSPSetFromOptions(KSP);
359 PETSC_EXTERN PetscErrorCode KSPResetFromOptions(KSP);
360 PETSC_EXTERN PetscErrorCode KSPAddOptionsChecker(PetscErrorCode (*)(KSP));
361 
362 PETSC_EXTERN PetscErrorCode KSPMonitorSetFromOptions(KSP,const char[],const char[],void*);
363 PETSC_EXTERN PetscErrorCode KSPMonitorLGCreate(MPI_Comm,const char[],const char[],const char[],PetscInt,const char *[],int,int,int,int,PetscDrawLG *);
364 PETSC_EXTERN PetscErrorCode KSPMonitorResidual(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
365 PETSC_EXTERN PetscErrorCode KSPMonitorResidualDraw(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
366 PETSC_EXTERN PetscErrorCode KSPMonitorResidualDrawLG(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
367 PETSC_EXTERN PetscErrorCode KSPMonitorResidualDrawLGCreate(PetscViewer,PetscViewerFormat,void *,PetscViewerAndFormat **);
368 PETSC_EXTERN PetscErrorCode KSPMonitorResidualShort(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
369 PETSC_EXTERN PetscErrorCode KSPMonitorResidualRange(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
370 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidual(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
371 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualDraw(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
372 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualDrawLG(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
373 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualDrawLGCreate(PetscViewer,PetscViewerFormat,void *,PetscViewerAndFormat **);
374 PETSC_EXTERN PetscErrorCode KSPMonitorTrueResidualMax(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
375 PETSC_EXTERN PetscErrorCode KSPMonitorError(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
376 PETSC_EXTERN PetscErrorCode KSPMonitorErrorDraw(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
377 PETSC_EXTERN PetscErrorCode KSPMonitorErrorDrawLG(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
378 PETSC_EXTERN PetscErrorCode KSPMonitorErrorDrawLGCreate(PetscViewer,PetscViewerFormat,void *,PetscViewerAndFormat **);
379 PETSC_EXTERN PetscErrorCode KSPMonitorSolution(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
380 PETSC_EXTERN PetscErrorCode KSPMonitorSolutionDraw(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
381 PETSC_EXTERN PetscErrorCode KSPMonitorSolutionDrawLG(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
382 PETSC_EXTERN PetscErrorCode KSPMonitorSolutionDrawLGCreate(PetscViewer,PetscViewerFormat,void *,PetscViewerAndFormat **);
383 PETSC_EXTERN PetscErrorCode KSPMonitorSingularValue(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
384 PETSC_EXTERN PetscErrorCode KSPMonitorSingularValueCreate(PetscViewer,PetscViewerFormat,void *,PetscViewerAndFormat **);
385 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);}
386 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);}
387 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);}
388 
389 PETSC_EXTERN PetscErrorCode KSPGMRESMonitorKrylov(KSP,PetscInt,PetscReal,void*);
390 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicTolerance(KSP ksp,PetscInt its,PetscReal fnorm,void *dummy);
391 PETSC_EXTERN PetscErrorCode KSPMonitorDynamicToleranceDestroy(void **dummy);
392 PETSC_EXTERN PetscErrorCode KSPMonitorSAWs(KSP,PetscInt,PetscReal,void*);
393 PETSC_EXTERN PetscErrorCode KSPMonitorSAWsCreate(KSP,void**);
394 PETSC_EXTERN PetscErrorCode KSPMonitorSAWsDestroy(void**);
395 
396 PETSC_EXTERN PetscErrorCode KSPUnwindPreconditioner(KSP,Vec,Vec);
397 PETSC_EXTERN PetscErrorCode KSPInitialResidual(KSP,Vec,Vec,Vec,Vec,Vec);
398 
399 PETSC_EXTERN PetscErrorCode KSPSetOperators(KSP,Mat,Mat);
400 PETSC_EXTERN PetscErrorCode KSPGetOperators(KSP,Mat*,Mat*);
401 PETSC_EXTERN PetscErrorCode KSPGetOperatorsSet(KSP,PetscBool*,PetscBool*);
402 PETSC_EXTERN PetscErrorCode KSPSetOptionsPrefix(KSP,const char[]);
403 PETSC_EXTERN PetscErrorCode KSPAppendOptionsPrefix(KSP,const char[]);
404 PETSC_EXTERN PetscErrorCode KSPGetOptionsPrefix(KSP,const char*[]);
405 
406 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScale(KSP,PetscBool);
407 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScale(KSP,PetscBool*);
408 PETSC_EXTERN PetscErrorCode KSPSetDiagonalScaleFix(KSP,PetscBool);
409 PETSC_EXTERN PetscErrorCode KSPGetDiagonalScaleFix(KSP,PetscBool*);
410 
411 PETSC_EXTERN PetscErrorCode KSPView(KSP,PetscViewer);
412 PETSC_EXTERN PetscErrorCode KSPLoad(KSP,PetscViewer);
413 PETSC_EXTERN PetscErrorCode KSPViewFromOptions(KSP,PetscObject,const char[]);
414 PETSC_EXTERN PetscErrorCode KSPConvergedReasonView(KSP,PetscViewer);
415 PETSC_EXTERN PetscErrorCode KSPConvergedReasonViewSet(KSP,PetscErrorCode (*)(KSP,void*),void *vctx,PetscErrorCode (*)(void**));
416 PETSC_EXTERN PetscErrorCode KSPConvergedReasonViewFromOptions(KSP);
417 PETSC_EXTERN PetscErrorCode KSPConvergedReasonViewCancel(KSP);
418 PETSC_EXTERN PetscErrorCode KSPConvergedRateView(KSP,PetscViewer);
419 
420 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedReasonView() (since version 3.14)") PETSC_STATIC_INLINE PetscErrorCode KSPReasonView(KSP ksp,PetscViewer v) {return KSPConvergedReasonView(ksp,v);}
421 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedReasonViewFromOptions() (since version 3.14)") PETSC_STATIC_INLINE PetscErrorCode KSPReasonViewFromOptions(KSP ksp) {return KSPConvergedReasonViewFromOptions(ksp);}
422 
423 #define KSP_FILE_CLASSID 1211223
424 
425 PETSC_EXTERN PetscErrorCode KSPLSQRSetExactMatNorm(KSP,PetscBool);
426 PETSC_EXTERN PetscErrorCode KSPLSQRSetComputeStandardErrorVec(KSP,PetscBool);
427 PETSC_EXTERN PetscErrorCode KSPLSQRGetStandardErrorVec(KSP,Vec*);
428 PETSC_EXTERN PetscErrorCode KSPLSQRGetNorms(KSP,PetscReal*,PetscReal*);
429 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorResidual(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
430 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorResidualDrawLG(KSP,PetscInt,PetscReal,PetscViewerAndFormat*);
431 PETSC_EXTERN PetscErrorCode KSPLSQRMonitorResidualDrawLGCreate(PetscViewer,PetscViewerFormat,void *,PetscViewerAndFormat **);
432 
433 PETSC_EXTERN PetscErrorCode PCRedundantGetKSP(PC,KSP*);
434 PETSC_EXTERN PetscErrorCode PCRedistributeGetKSP(PC,KSP*);
435 PETSC_EXTERN PetscErrorCode PCTelescopeGetKSP(PC,KSP*);
436 
437 /*E
438     KSPNormType - Norm that is passed in the Krylov convergence
439        test routines.
440 
441    Level: advanced
442 
443    Each solver only supports a subset of these and some may support different ones
444    depending on left or right preconditioning, see KSPSetPCSide()
445 
446    Notes:
447     this must match petsc/finclude/petscksp.h
448 
449 .seealso: KSPSolve(), KSPGetConvergedReason(), KSPSetNormType(),
450           KSPSetConvergenceTest(), KSPSetPCSide()
451 E*/
452 typedef enum {KSP_NORM_DEFAULT = -1,KSP_NORM_NONE = 0,KSP_NORM_PRECONDITIONED = 1,KSP_NORM_UNPRECONDITIONED = 2,KSP_NORM_NATURAL = 3} KSPNormType;
453 #define KSP_NORM_MAX (KSP_NORM_NATURAL + 1)
454 PETSC_EXTERN const char *const*const KSPNormTypes;
455 
456 /*MC
457     KSP_NORM_NONE - Do not compute a norm during the Krylov process. This will
458           possibly save some computation but means the convergence test cannot
459           be based on a norm of a residual etc.
460 
461    Level: advanced
462 
463     Note: Some Krylov methods need to compute a residual norm (such as GMRES) and then this option is ignored
464 
465 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_PRECONDITIONED, KSP_NORM_UNPRECONDITIONED, KSP_NORM_NATURAL
466 M*/
467 
468 /*MC
469     KSP_NORM_PRECONDITIONED - Compute the norm of the preconditioned residual B*(b - A*x), if left preconditioning, and pass that to the
470        convergence test routine.
471 
472    Level: advanced
473 
474 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_UNPRECONDITIONED, KSP_NORM_NATURAL, KSPSetConvergenceTest()
475 M*/
476 
477 /*MC
478     KSP_NORM_UNPRECONDITIONED - Compute the norm of the true residual (b - A*x) and pass that to the
479        convergence test routine.
480 
481    Level: advanced
482 
483 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_PRECONDITIONED, KSP_NORM_NATURAL, KSPSetConvergenceTest()
484 M*/
485 
486 /*MC
487     KSP_NORM_NATURAL - Compute the 'natural norm' of residual sqrt((b - A*x)*B*(b - A*x)) and pass that to the
488        convergence test routine. This is only supported by  KSPCG, KSPCR, KSPCGNE, KSPCGS, KSPFCG, KSPPIPEFCG, KSPPIPEGCR
489 
490    Level: advanced
491 
492 .seealso: KSPNormType, KSPSetNormType(), KSP_NORM_NONE, KSP_NORM_PRECONDITIONED, KSP_NORM_UNPRECONDITIONED, KSPSetConvergenceTest()
493 M*/
494 
495 PETSC_EXTERN PetscErrorCode KSPSetNormType(KSP,KSPNormType);
496 PETSC_EXTERN PetscErrorCode KSPGetNormType(KSP,KSPNormType*);
497 PETSC_EXTERN PetscErrorCode KSPSetSupportedNorm(KSP ksp,KSPNormType,PCSide,PetscInt);
498 PETSC_EXTERN PetscErrorCode KSPSetCheckNormIteration(KSP,PetscInt);
499 PETSC_EXTERN PetscErrorCode KSPSetLagNorm(KSP,PetscBool);
500 
501 #define KSP_DIVERGED_PCSETUP_FAILED_DEPRECATED KSP_DIVERGED_PCSETUP_FAILED PETSC_DEPRECATED_ENUM("Use KSP_DIVERGED_PC_FAILED (since version 3.11)")
502 /*E
503     KSPConvergedReason - reason a Krylov method was said to have converged or diverged
504 
505    Level: beginner
506 
507    Notes:
508     See KSPGetConvergedReason() for explanation of each value
509 
510    Developer Notes:
511     this must match petsc/finclude/petscksp.h
512 
513       The string versions of these are KSPConvergedReasons; if you change
514       any of the values here also change them that array of names.
515 
516 .seealso: KSPSolve(), KSPGetConvergedReason(), KSPSetTolerances(), KSPConvergedReasonView()
517 E*/
518 typedef enum {/* converged */
519               KSP_CONVERGED_RTOL_NORMAL        =  1,
520               KSP_CONVERGED_ATOL_NORMAL        =  9,
521               KSP_CONVERGED_RTOL               =  2,
522               KSP_CONVERGED_ATOL               =  3,
523               KSP_CONVERGED_ITS                =  4,
524               KSP_CONVERGED_CG_NEG_CURVE       =  5,
525               KSP_CONVERGED_CG_CONSTRAINED     =  6,
526               KSP_CONVERGED_STEP_LENGTH        =  7,
527               KSP_CONVERGED_HAPPY_BREAKDOWN    =  8,
528               /* diverged */
529               KSP_DIVERGED_NULL                = -2,
530               KSP_DIVERGED_ITS                 = -3,
531               KSP_DIVERGED_DTOL                = -4,
532               KSP_DIVERGED_BREAKDOWN           = -5,
533               KSP_DIVERGED_BREAKDOWN_BICG      = -6,
534               KSP_DIVERGED_NONSYMMETRIC        = -7,
535               KSP_DIVERGED_INDEFINITE_PC       = -8,
536               KSP_DIVERGED_NANORINF            = -9,
537               KSP_DIVERGED_INDEFINITE_MAT      = -10,
538               KSP_DIVERGED_PC_FAILED           = -11,
539               KSP_DIVERGED_PCSETUP_FAILED_DEPRECATED  = -11,
540 
541               KSP_CONVERGED_ITERATING          =  0} KSPConvergedReason;
542 PETSC_EXTERN const char *const*KSPConvergedReasons;
543 
544 /*MC
545      KSP_CONVERGED_RTOL - norm(r) <= rtol*norm(b) or rtol*norm(b - A*x_0) if KSPConvergedDefaultSetUIRNorm() was called
546 
547    Level: beginner
548 
549    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
550        for left preconditioning it is the 2-norm of the preconditioned residual, and the
551        2-norm of the residual for right preconditioning
552 
553    See also KSP_CONVERGED_ATOL which may apply before this tolerance.
554 
555 .seealso:  KSP_CONVERGED_ATOL, KSP_DIVERGED_DTOL, KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
556 
557 M*/
558 
559 /*MC
560      KSP_CONVERGED_ATOL - norm(r) <= atol
561 
562    Level: beginner
563 
564    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
565        for left preconditioning it is the 2-norm of the preconditioned residual, and the
566        2-norm of the residual for right preconditioning
567 
568    See also KSP_CONVERGED_RTOL which may apply before this tolerance.
569 
570 .seealso:  KSP_CONVERGED_RTOL, KSP_DIVERGED_DTOL, KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
571 
572 M*/
573 
574 /*MC
575      KSP_DIVERGED_DTOL - norm(r) >= dtol*norm(b)
576 
577    Level: beginner
578 
579    See KSPNormType and KSPSetNormType() for possible norms that may be used. By default
580        for left preconditioning it is the 2-norm of the preconditioned residual, and the
581        2-norm of the residual for right preconditioning
582 
583    Level: beginner
584 
585 .seealso:  KSP_CONVERGED_ATOL, KSP_DIVERGED_RTOL, KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
586 
587 M*/
588 
589 /*MC
590      KSP_DIVERGED_ITS - Ran out of iterations before any convergence criteria was
591       reached
592 
593    Level: beginner
594 
595 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
596 
597 M*/
598 
599 /*MC
600      KSP_CONVERGED_ITS - Used by the KSPPREONLY solver after the single iteration of
601            the preconditioner is applied. Also used when the KSPConvergedSkip() convergence
602            test routine is set in KSP.
603 
604    Level: beginner
605 
606 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
607 
608 M*/
609 
610 /*MC
611      KSP_DIVERGED_BREAKDOWN - A breakdown in the Krylov method was detected so the
612           method could not continue to enlarge the Krylov space. Could be due to a singular matrix or
613           preconditioner. In KSPHPDDM, this is also returned when some search directions within a block
614           are colinear.
615 
616    Level: beginner
617 
618 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
619 
620 M*/
621 
622 /*MC
623      KSP_DIVERGED_BREAKDOWN_BICG - A breakdown in the KSPBICG method was detected so the
624           method could not continue to enlarge the Krylov space.
625 
626    Level: beginner
627 
628 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
629 
630 M*/
631 
632 /*MC
633      KSP_DIVERGED_NONSYMMETRIC - It appears the operator or preconditioner is not
634         symmetric and this Krylov method (KSPCG, KSPMINRES, KSPCR) requires symmetry
635 
636    Level: beginner
637 
638 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
639 
640 M*/
641 
642 /*MC
643      KSP_DIVERGED_INDEFINITE_PC - It appears the preconditioner is indefinite (has both
644         positive and negative eigenvalues) and this Krylov method (KSPCG) requires it to
645         be positive definite
646 
647    Level: beginner
648 
649      Notes:
650     This can happen with the PCICC preconditioner, use -pc_factor_shift_positive_definite to force
651   the PCICC preconditioner to generate a positive definite preconditioner
652 
653 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
654 
655 M*/
656 
657 /*MC
658      KSP_DIVERGED_PC_FAILED - It was not possible to build or use the requested preconditioner. This is usually due to a
659      zero pivot in a factorization. It can also result from a failure in a subpreconditioner inside a nested preconditioner
660      such as PCFIELDSPLIT.
661 
662    Level: beginner
663 
664     Notes:
665     Run with -ksp_error_if_not_converged to stop the program when the error is detected and print an error message with details.
666 
667 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
668 
669 M*/
670 
671 /*MC
672      KSP_CONVERGED_ITERATING - This flag is returned if you call KSPGetConvergedReason()
673         while the KSPSolve() is still running.
674 
675    Level: beginner
676 
677 .seealso:  KSPSolve(), KSPGetConvergedReason(), KSPConvergedReason, KSPSetTolerances()
678 
679 M*/
680 
681 PETSC_EXTERN PetscErrorCode KSPSetConvergenceTest(KSP,PetscErrorCode (*)(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*),void*,PetscErrorCode (*)(void*));
682 PETSC_EXTERN PetscErrorCode KSPGetConvergenceTest(KSP,PetscErrorCode (**)(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*),void**,PetscErrorCode (**)(void*));
683 PETSC_EXTERN PetscErrorCode KSPGetAndClearConvergenceTest(KSP,PetscErrorCode (**)(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*),void**,PetscErrorCode (**)(void*));
684 PETSC_EXTERN PetscErrorCode KSPGetConvergenceContext(KSP,void*);
685 PETSC_EXTERN PetscErrorCode KSPConvergedDefault(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*);
686 PETSC_EXTERN PetscErrorCode KSPLSQRConvergedDefault(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*);
687 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultDestroy(void*);
688 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultCreate(void**);
689 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetUIRNorm(KSP);
690 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetUMIRNorm(KSP);
691 PETSC_EXTERN PetscErrorCode KSPConvergedDefaultSetConvergedMaxits(KSP,PetscBool);
692 PETSC_EXTERN PetscErrorCode KSPConvergedSkip(KSP,PetscInt,PetscReal,KSPConvergedReason*,void*);
693 PETSC_EXTERN PetscErrorCode KSPGetConvergedReason(KSP,KSPConvergedReason*);
694 PETSC_EXTERN PetscErrorCode KSPGetConvergedReasonString(KSP,const char**);
695 PETSC_EXTERN PetscErrorCode KSPComputeConvergenceRate(KSP,PetscReal*,PetscReal*,PetscReal*,PetscReal*);
696 
697 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefault() (since version 3.5)") PETSC_STATIC_INLINE void KSPDefaultConverged(void) { /* never called */ }
698 #define KSPDefaultConverged (KSPDefaultConverged, KSPConvergedDefault)
699 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultDestroy() (since version 3.5)") PETSC_STATIC_INLINE void KSPDefaultConvergedDestroy(void) { /* never called */ }
700 #define KSPDefaultConvergedDestroy (KSPDefaultConvergedDestroy, KSPConvergedDefaultDestroy)
701 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultCreate() (since version 3.5)") PETSC_STATIC_INLINE void KSPDefaultConvergedCreate(void) { /* never called */ }
702 #define KSPDefaultConvergedCreate (KSPDefaultConvergedCreate, KSPConvergedDefaultCreate)
703 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultSetUIRNorm() (since version 3.5)") PETSC_STATIC_INLINE void KSPDefaultConvergedSetUIRNorm(void) { /* never called */ }
704 #define KSPDefaultConvergedSetUIRNorm (KSPDefaultConvergedSetUIRNorm, KSPConvergedDefaultSetUIRNorm)
705 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedDefaultSetUMIRNorm() (since version 3.5)") PETSC_STATIC_INLINE void KSPDefaultConvergedSetUMIRNorm(void) { /* never called */ }
706 #define KSPDefaultConvergedSetUMIRNorm (KSPDefaultConvergedSetUMIRNorm, KSPConvergedDefaultSetUMIRNorm)
707 PETSC_DEPRECATED_FUNCTION("Use KSPConvergedSkip() (since version 3.5)") PETSC_STATIC_INLINE void KSPSkipConverged(void) { /* never called */ }
708 #define KSPSkipConverged (KSPSkipConverged, KSPConvergedSkip)
709 
710 PETSC_EXTERN PetscErrorCode KSPComputeOperator(KSP,MatType,Mat*);
711 PETSC_DEPRECATED_FUNCTION("Use KSPComputeOperator() (since version 3.12)") PETSC_STATIC_INLINE PetscErrorCode KSPComputeExplicitOperator(KSP A,Mat* B) { return KSPComputeOperator(A,NULL,B); }
712 
713 /*E
714     KSPCGType - Determines what type of CG to use
715 
716    Level: beginner
717 
718 .seealso: KSPCGSetType()
719 E*/
720 typedef enum {KSP_CG_SYMMETRIC=0,KSP_CG_HERMITIAN=1} KSPCGType;
721 PETSC_EXTERN const char *const KSPCGTypes[];
722 
723 PETSC_EXTERN PetscErrorCode KSPCGSetType(KSP,KSPCGType);
724 PETSC_EXTERN PetscErrorCode KSPCGUseSingleReduction(KSP,PetscBool);
725 
726 PETSC_EXTERN PetscErrorCode KSPCGSetRadius(KSP,PetscReal);
727 PETSC_EXTERN PetscErrorCode KSPCGGetNormD(KSP,PetscReal*);
728 PETSC_EXTERN PetscErrorCode KSPCGGetObjFcn(KSP,PetscReal*);
729 
730 PETSC_EXTERN PetscErrorCode KSPGLTRGetMinEig(KSP,PetscReal*);
731 PETSC_EXTERN PetscErrorCode KSPGLTRGetLambda(KSP,PetscReal*);
732 PETSC_DEPRECATED_FUNCTION("Use KSPGLTRGetMinEig (since v3.12)") PETSC_STATIC_INLINE PetscErrorCode KSPCGGLTRGetMinEig(KSP ksp,PetscReal *x) {return KSPGLTRGetMinEig(ksp,x);}
733 PETSC_DEPRECATED_FUNCTION("Use KSPGLTRGetLambda (since v3.12)") PETSC_STATIC_INLINE PetscErrorCode KSPCGGLTRGetLambda(KSP ksp,PetscReal *x) {return KSPGLTRGetLambda(ksp,x);}
734 
735 PETSC_EXTERN PetscErrorCode KSPPythonSetType(KSP,const char[]);
736 
737 PETSC_EXTERN PetscErrorCode PCSetPreSolve(PC,PetscErrorCode (*)(PC,KSP));
738 PETSC_EXTERN PetscErrorCode PCPreSolve(PC,KSP);
739 PETSC_EXTERN PetscErrorCode PCPostSolve(PC,KSP);
740 
741 #include <petscdrawtypes.h>
742 PETSC_EXTERN PetscErrorCode KSPMonitorLGRange(KSP,PetscInt,PetscReal,void*);
743 
744 PETSC_EXTERN PetscErrorCode PCShellSetPreSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
745 PETSC_EXTERN PetscErrorCode PCShellSetPostSolve(PC,PetscErrorCode (*)(PC,KSP,Vec,Vec));
746 
747 /*S
748      KSPGuess - Abstract PETSc object that manages all initial guess methods in Krylov methods.
749 
750    Level: beginner
751 
752 .seealso:  KSPCreate(), KSPSetGuessType(), KSPGuessType
753 S*/
754 typedef struct _p_KSPGuess* KSPGuess;
755 /*J
756     KSPGuessType - String with the name of a PETSc initial guess for Krylov methods.
757 
758    Level: beginner
759 
760 .seealso: KSPGuess
761 J*/
762 typedef const char* KSPGuessType;
763 #define KSPGUESSFISCHER "fischer"
764 #define KSPGUESSPOD     "pod"
765 PETSC_EXTERN PetscErrorCode KSPGuessRegister(const char[],PetscErrorCode (*)(KSPGuess));
766 PETSC_EXTERN PetscErrorCode KSPSetGuess(KSP,KSPGuess);
767 PETSC_EXTERN PetscErrorCode KSPGetGuess(KSP,KSPGuess*);
768 PETSC_EXTERN PetscErrorCode KSPGuessView(KSPGuess,PetscViewer);
769 PETSC_EXTERN PetscErrorCode KSPGuessDestroy(KSPGuess*);
770 PETSC_EXTERN PetscErrorCode KSPGuessCreate(MPI_Comm,KSPGuess*);
771 PETSC_EXTERN PetscErrorCode KSPGuessSetType(KSPGuess,KSPGuessType);
772 PETSC_EXTERN PetscErrorCode KSPGuessGetType(KSPGuess,KSPGuessType*);
773 PETSC_EXTERN PetscErrorCode KSPGuessSetUp(KSPGuess);
774 PETSC_EXTERN PetscErrorCode KSPGuessUpdate(KSPGuess,Vec,Vec);
775 PETSC_EXTERN PetscErrorCode KSPGuessFormGuess(KSPGuess,Vec,Vec);
776 PETSC_EXTERN PetscErrorCode KSPGuessSetFromOptions(KSPGuess);
777 PETSC_EXTERN PetscErrorCode KSPGuessFischerSetModel(KSPGuess,PetscInt,PetscInt);
778 PETSC_EXTERN PetscErrorCode KSPSetUseFischerGuess(KSP,PetscInt,PetscInt);
779 PETSC_EXTERN PetscErrorCode KSPSetInitialGuessKnoll(KSP,PetscBool);
780 PETSC_EXTERN PetscErrorCode KSPGetInitialGuessKnoll(KSP,PetscBool*);
781 
782 /*E
783     MatSchurComplementAinvType - Determines how to approximate the inverse of the (0,0) block in Schur complement preconditioning matrix assembly routines
784 
785     Level: intermediate
786 
787 .seealso: MatSchurComplementGetAinvType(), MatSchurComplementSetAinvType(), MatSchurComplementGetPmat(), MatGetSchurComplement(), MatCreateSchurComplementPmat()
788 E*/
789 typedef enum {MAT_SCHUR_COMPLEMENT_AINV_DIAG, MAT_SCHUR_COMPLEMENT_AINV_LUMP, MAT_SCHUR_COMPLEMENT_AINV_BLOCK_DIAG} MatSchurComplementAinvType;
790 PETSC_EXTERN const char *const MatSchurComplementAinvTypes[];
791 
792 typedef enum {MAT_LMVM_SYMBROYDEN_SCALE_NONE       = 0,
793               MAT_LMVM_SYMBROYDEN_SCALE_SCALAR     = 1,
794               MAT_LMVM_SYMBROYDEN_SCALE_DIAGONAL   = 2,
795               MAT_LMVM_SYMBROYDEN_SCALE_USER       = 3} MatLMVMSymBroydenScaleType;
796 PETSC_EXTERN const char *const MatLMVMSymBroydenScaleTypes[];
797 
798 PETSC_EXTERN PetscErrorCode MatCreateSchurComplement(Mat,Mat,Mat,Mat,Mat,Mat*);
799 PETSC_EXTERN PetscErrorCode MatSchurComplementGetKSP(Mat,KSP*);
800 PETSC_EXTERN PetscErrorCode MatSchurComplementSetKSP(Mat,KSP);
801 PETSC_EXTERN PetscErrorCode MatSchurComplementSetSubMatrices(Mat,Mat,Mat,Mat,Mat,Mat);
802 PETSC_EXTERN PetscErrorCode MatSchurComplementUpdateSubMatrices(Mat,Mat,Mat,Mat,Mat,Mat);
803 PETSC_EXTERN PetscErrorCode MatSchurComplementGetSubMatrices(Mat,Mat*,Mat*,Mat*,Mat*,Mat*);
804 PETSC_EXTERN PetscErrorCode MatSchurComplementSetAinvType(Mat,MatSchurComplementAinvType);
805 PETSC_EXTERN PetscErrorCode MatSchurComplementGetAinvType(Mat,MatSchurComplementAinvType*);
806 PETSC_EXTERN PetscErrorCode MatSchurComplementGetPmat(Mat,MatReuse,Mat*);
807 PETSC_EXTERN PetscErrorCode MatSchurComplementComputeExplicitOperator(Mat,Mat*);
808 PETSC_EXTERN PetscErrorCode MatGetSchurComplement(Mat,IS,IS,IS,IS,MatReuse,Mat*,MatSchurComplementAinvType,MatReuse,Mat*);
809 PETSC_EXTERN PetscErrorCode MatCreateSchurComplementPmat(Mat,Mat,Mat,Mat,MatSchurComplementAinvType,MatReuse,Mat*);
810 
811 PETSC_EXTERN PetscErrorCode MatCreateLMVMDFP(MPI_Comm,PetscInt,PetscInt,Mat*);
812 PETSC_EXTERN PetscErrorCode MatCreateLMVMBFGS(MPI_Comm,PetscInt,PetscInt,Mat*);
813 PETSC_EXTERN PetscErrorCode MatCreateLMVMSR1(MPI_Comm,PetscInt,PetscInt,Mat*);
814 PETSC_EXTERN PetscErrorCode MatCreateLMVMBroyden(MPI_Comm,PetscInt,PetscInt,Mat*);
815 PETSC_EXTERN PetscErrorCode MatCreateLMVMBadBroyden(MPI_Comm,PetscInt,PetscInt,Mat*);
816 PETSC_EXTERN PetscErrorCode MatCreateLMVMSymBroyden(MPI_Comm,PetscInt,PetscInt,Mat*);
817 PETSC_EXTERN PetscErrorCode MatCreateLMVMSymBadBroyden(MPI_Comm,PetscInt,PetscInt,Mat*);
818 PETSC_EXTERN PetscErrorCode MatCreateLMVMDiagBroyden(MPI_Comm,PetscInt,PetscInt,Mat*);
819 
820 PETSC_EXTERN PetscErrorCode MatLMVMUpdate(Mat, Vec, Vec);
821 PETSC_EXTERN PetscErrorCode MatLMVMIsAllocated(Mat, PetscBool*);
822 PETSC_EXTERN PetscErrorCode MatLMVMAllocate(Mat, Vec, Vec);
823 PETSC_EXTERN PetscErrorCode MatLMVMReset(Mat, PetscBool);
824 PETSC_EXTERN PetscErrorCode MatLMVMResetShift(Mat);
825 PETSC_EXTERN PetscErrorCode MatLMVMClearJ0(Mat);
826 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0(Mat, Mat);
827 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0Scale(Mat, PetscReal);
828 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0Diag(Mat, Vec);
829 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0PC(Mat, PC);
830 PETSC_EXTERN PetscErrorCode MatLMVMSetJ0KSP(Mat, KSP);
831 PETSC_EXTERN PetscErrorCode MatLMVMApplyJ0Fwd(Mat, Vec, Vec);
832 PETSC_EXTERN PetscErrorCode MatLMVMApplyJ0Inv(Mat, Vec, Vec);
833 PETSC_EXTERN PetscErrorCode MatLMVMGetJ0(Mat, Mat*);
834 PETSC_EXTERN PetscErrorCode MatLMVMGetJ0PC(Mat, PC*);
835 PETSC_EXTERN PetscErrorCode MatLMVMGetJ0KSP(Mat, KSP*);
836 PETSC_EXTERN PetscErrorCode MatLMVMSetHistorySize(Mat, PetscInt);
837 PETSC_EXTERN PetscErrorCode MatLMVMGetUpdateCount(Mat, PetscInt*);
838 PETSC_EXTERN PetscErrorCode MatLMVMGetRejectCount(Mat, PetscInt*);
839 PETSC_EXTERN PetscErrorCode MatLMVMSymBroydenSetDelta(Mat, PetscScalar);
840 PETSC_EXTERN PetscErrorCode MatLMVMSymBroydenSetScaleType(Mat, MatLMVMSymBroydenScaleType);
841 
842 PETSC_EXTERN PetscErrorCode KSPSetDM(KSP,DM);
843 PETSC_EXTERN PetscErrorCode KSPSetDMActive(KSP,PetscBool);
844 PETSC_EXTERN PetscErrorCode KSPGetDM(KSP,DM*);
845 PETSC_EXTERN PetscErrorCode KSPSetApplicationContext(KSP,void*);
846 PETSC_EXTERN PetscErrorCode KSPGetApplicationContext(KSP,void*);
847 PETSC_EXTERN PetscErrorCode KSPSetComputeRHS(KSP,PetscErrorCode (*func)(KSP,Vec,void*),void*);
848 PETSC_EXTERN PetscErrorCode KSPSetComputeOperators(KSP,PetscErrorCode(*)(KSP,Mat,Mat,void*),void*);
849 PETSC_EXTERN PetscErrorCode KSPSetComputeInitialGuess(KSP,PetscErrorCode(*)(KSP,Vec,void*),void*);
850 PETSC_EXTERN PetscErrorCode DMKSPSetComputeOperators(DM,PetscErrorCode(*)(KSP,Mat,Mat,void*),void*);
851 PETSC_EXTERN PetscErrorCode DMKSPGetComputeOperators(DM,PetscErrorCode(**)(KSP,Mat,Mat,void*),void*);
852 PETSC_EXTERN PetscErrorCode DMKSPSetComputeRHS(DM,PetscErrorCode(*)(KSP,Vec,void*),void*);
853 PETSC_EXTERN PetscErrorCode DMKSPGetComputeRHS(DM,PetscErrorCode(**)(KSP,Vec,void*),void*);
854 PETSC_EXTERN PetscErrorCode DMKSPSetComputeInitialGuess(DM,PetscErrorCode(*)(KSP,Vec,void*),void*);
855 PETSC_EXTERN PetscErrorCode DMKSPGetComputeInitialGuess(DM,PetscErrorCode(**)(KSP,Vec,void*),void*);
856 
857 PETSC_EXTERN PetscErrorCode DMGlobalToLocalSolve(DM,Vec,Vec);
858 PETSC_EXTERN PetscErrorCode DMProjectField(DM, PetscReal, Vec,
859                                            void (**)(PetscInt, PetscInt, PetscInt,
860                                                      const PetscInt[], const PetscInt[], const PetscScalar[], const PetscScalar[], const PetscScalar[],
861                                                      const PetscInt[], const PetscInt[], const PetscScalar[], const PetscScalar[], const PetscScalar[],
862                                                      PetscReal, const PetscReal [], PetscInt, const PetscScalar[], PetscScalar []), InsertMode, Vec);
863 
864 PETSC_EXTERN PetscErrorCode DMAdaptInterpolator(DM, DM, Mat, KSP, PetscInt, Vec[], Vec[], Mat *, void *);
865 PETSC_EXTERN PetscErrorCode DMCheckInterpolator(DM, Mat, PetscInt, Vec[], Vec[], PetscReal);
866 #endif
867