191627157SBarry Smith 2b45d2f2cSJed Brown #include <petsc-private/snesimpl.h> /*I "petscsnes.h" I*/ 31e25c274SJed Brown #include <petscdm.h> /*I "petscdm.h" I*/ 491627157SBarry Smith 54a2ae208SSatish Balay #undef __FUNCT__ 68d359177SBarry Smith #define __FUNCT__ "SNESComputeJacobianDefaultColor" 791627157SBarry Smith /*@C 88d359177SBarry Smith SNESComputeJacobianDefaultColor - Computes the Jacobian using 9b4fc646aSLois Curfman McInnes finite differences and coloring to exploit matrix sparsity. 1091627157SBarry Smith 11fee21e36SBarry Smith Collective on SNES 12fee21e36SBarry Smith 13c7afd0dbSLois Curfman McInnes Input Parameters: 14c7afd0dbSLois Curfman McInnes + snes - nonlinear solver object 15c7afd0dbSLois Curfman McInnes . x1 - location at which to evaluate Jacobian 167fb41025SPeter Brune - ctx - MatFDColoring context or NULL 17c7afd0dbSLois Curfman McInnes 18c7afd0dbSLois Curfman McInnes Output Parameters: 19c7afd0dbSLois Curfman McInnes + J - Jacobian matrix (not altered in this routine) 20c7afd0dbSLois Curfman McInnes . B - newly computed Jacobian matrix to use with preconditioner (generally the same as J) 21c7afd0dbSLois Curfman McInnes - flag - flag indicating whether the matrix sparsity structure has changed 22c7afd0dbSLois Curfman McInnes 2336851e7fSLois Curfman McInnes Level: intermediate 2436851e7fSLois Curfman McInnes 257fb41025SPeter Brune .notes: If the coloring is not provided through the context, this will first try to get the 267fb41025SPeter Brune coloring from the DM. If the DM type has no coloring routine, then it will try to 277fb41025SPeter Brune get the coloring from the matrix. This requires that the matrix have nonzero entries 287086a01eSPeter Brune precomputed. This is discouraged, as MatColoringApply() is not parallel by default. 29b0ae01b7SPeter Brune 30b4fc646aSLois Curfman McInnes .keywords: SNES, finite differences, Jacobian, coloring, sparse 3191627157SBarry Smith 328d359177SBarry Smith .seealso: SNESSetJacobian(), SNESTestJacobian(), SNESComputeJacobianDefault() 33ab637aeaSJed Brown MatFDColoringCreate(), MatFDColoringSetFunction() 34cb5b572fSBarry Smith 3591627157SBarry Smith @*/ 3695d750ceSBarry Smith 378d359177SBarry Smith PetscErrorCode SNESComputeJacobianDefaultColor(SNES snes,Vec x1,Mat *J,Mat *B,MatStructure *flag,void *ctx) 3891627157SBarry Smith { 397fb41025SPeter Brune MatFDColoring color = (MatFDColoring)ctx; 40dfbe8321SBarry Smith PetscErrorCode ierr; 414e269d77SPeter Brune DM dm; 424e269d77SPeter Brune PetscErrorCode (*func)(SNES,Vec,Vec,void*); 434e269d77SPeter Brune Vec F; 444e269d77SPeter Brune void *funcctx; 45335efc43SPeter Brune MatColoring mc; 464e269d77SPeter Brune ISColoring iscoloring; 47b0ae01b7SPeter Brune PetscBool hascolor; 48*aa2f1b4eSJed Brown PetscBool solvec,matcolor = PETSC_FALSE; 49dff777c9SBarry Smith 503a40ed3dSBarry Smith PetscFunctionBegin; 517fb41025SPeter Brune if (color) PetscValidHeaderSpecific(color,MAT_FDCOLORING_CLASSID,6); 527fb41025SPeter Brune else {ierr = PetscObjectQuery((PetscObject)*B,"SNESMatFDColoring",(PetscObject*)&color);CHKERRQ(ierr);} 5392abec31SBarry Smith *flag = SAME_NONZERO_PATTERN; 5422d28d08SBarry Smith ierr = SNESGetFunction(snes,&F,&func,&funcctx);CHKERRQ(ierr); 554e269d77SPeter Brune if (!color) { 564e269d77SPeter Brune ierr = SNESGetDM(snes,&dm);CHKERRQ(ierr); 57b0ae01b7SPeter Brune ierr = DMHasColoring(dm,&hascolor);CHKERRQ(ierr); 58c3138ed3SPeter Brune ierr = PetscOptionsGetBool(((PetscObject)snes)->prefix,"-snes_fd_color_use_mat",&matcolor,NULL);CHKERRQ(ierr); 59c3138ed3SPeter Brune if (hascolor && !matcolor) { 60b412c318SBarry Smith ierr = DMCreateColoring(dm,IS_COLORING_GLOBAL,&iscoloring);CHKERRQ(ierr); 614e269d77SPeter Brune ierr = MatFDColoringCreate(*B,iscoloring,&color);CHKERRQ(ierr); 624e269d77SPeter Brune ierr = MatFDColoringSetFunction(color,(PetscErrorCode (*)(void))func,funcctx);CHKERRQ(ierr); 634e269d77SPeter Brune ierr = MatFDColoringSetFromOptions(color);CHKERRQ(ierr); 64f86b9fbaSHong Zhang ierr = MatFDColoringSetUp(*B,iscoloring,color);CHKERRQ(ierr); 65f86b9fbaSHong Zhang ierr = ISColoringDestroy(&iscoloring);CHKERRQ(ierr); 66b0ae01b7SPeter Brune } else { 67335efc43SPeter Brune ierr = MatColoringCreate(*B,&mc);CHKERRQ(ierr); 68335efc43SPeter Brune ierr = MatColoringSetDistance(mc,2);CHKERRQ(ierr); 69335efc43SPeter Brune ierr = MatColoringSetType(mc,MATCOLORINGSL);CHKERRQ(ierr); 70335efc43SPeter Brune ierr = MatColoringSetFromOptions(mc);CHKERRQ(ierr); 71335efc43SPeter Brune ierr = MatColoringApply(mc,&iscoloring);CHKERRQ(ierr); 72335efc43SPeter Brune ierr = MatColoringDestroy(&mc);CHKERRQ(ierr); 73b0ae01b7SPeter Brune ierr = MatFDColoringCreate(*B,iscoloring,&color);CHKERRQ(ierr); 74b0ae01b7SPeter Brune ierr = MatFDColoringSetFunction(color,(PetscErrorCode (*)(void))func,(void*)funcctx);CHKERRQ(ierr); 75b0ae01b7SPeter Brune ierr = MatFDColoringSetFromOptions(color);CHKERRQ(ierr); 76f86b9fbaSHong Zhang ierr = MatFDColoringSetUp(*B,iscoloring,color);CHKERRQ(ierr); 77f86b9fbaSHong Zhang ierr = ISColoringDestroy(&iscoloring);CHKERRQ(ierr); 78b0ae01b7SPeter Brune } 794e269d77SPeter Brune ierr = PetscObjectCompose((PetscObject)*B,"SNESMatFDColoring",(PetscObject)color);CHKERRQ(ierr); 804108615fSPeter Brune ierr = PetscObjectDereference((PetscObject)color);CHKERRQ(ierr); 814a9d489dSBarry Smith } 8295862db2SPeter Brune 83c89319d2SPeter Brune /* F is only usable if there is no RHS on the SNES and the full solution corresponds to x1 */ 84c89319d2SPeter Brune ierr = VecEqual(x1,snes->vec_sol,&solvec);CHKERRQ(ierr); 85c89319d2SPeter Brune if (!snes->vec_rhs && solvec) { 86432bb422SPeter Brune ierr = MatFDColoringSetF(color,F);CHKERRQ(ierr); 8795862db2SPeter Brune } 88005c665bSBarry Smith ierr = MatFDColoringApply(*B,color,x1,flag,snes);CHKERRQ(ierr); 8932dfb669SBarry Smith if (*J != *B) { 90194405b3SBarry Smith ierr = MatAssemblyBegin(*J,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); 91194405b3SBarry Smith ierr = MatAssemblyEnd(*J,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); 92194405b3SBarry Smith } 933a40ed3dSBarry Smith PetscFunctionReturn(0); 9491627157SBarry Smith } 95