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; 48c3138ed3SPeter Brune PetscBool solvec,matcolor; 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); 58*924833adSPeter Brune matcolor = PETSC_FALSE; 59c3138ed3SPeter Brune ierr = PetscOptionsGetBool(((PetscObject)snes)->prefix,"-snes_fd_color_use_mat",&matcolor,NULL);CHKERRQ(ierr); 60c3138ed3SPeter Brune if (hascolor && !matcolor) { 61b412c318SBarry Smith ierr = DMCreateColoring(dm,IS_COLORING_GLOBAL,&iscoloring);CHKERRQ(ierr); 624e269d77SPeter Brune ierr = MatFDColoringCreate(*B,iscoloring,&color);CHKERRQ(ierr); 634e269d77SPeter Brune ierr = ISColoringDestroy(&iscoloring);CHKERRQ(ierr); 644e269d77SPeter Brune ierr = MatFDColoringSetFunction(color,(PetscErrorCode (*)(void))func,funcctx);CHKERRQ(ierr); 654e269d77SPeter Brune ierr = MatFDColoringSetFromOptions(color);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); 740171d955SPeter Brune ierr = ISColoringDestroy(&iscoloring);CHKERRQ(ierr); 75b0ae01b7SPeter Brune ierr = MatFDColoringSetFunction(color,(PetscErrorCode (*)(void))func,(void*)funcctx);CHKERRQ(ierr); 76b0ae01b7SPeter Brune ierr = MatFDColoringSetFromOptions(color);CHKERRQ(ierr); 77b0ae01b7SPeter Brune } 784e269d77SPeter Brune ierr = PetscObjectCompose((PetscObject)*B,"SNESMatFDColoring",(PetscObject)color);CHKERRQ(ierr); 794108615fSPeter Brune ierr = PetscObjectDereference((PetscObject)color);CHKERRQ(ierr); 804a9d489dSBarry Smith } 8195862db2SPeter Brune 82c89319d2SPeter Brune /* F is only usable if there is no RHS on the SNES and the full solution corresponds to x1 */ 83c89319d2SPeter Brune ierr = VecEqual(x1,snes->vec_sol,&solvec);CHKERRQ(ierr); 84c89319d2SPeter Brune if (!snes->vec_rhs && solvec) { 85432bb422SPeter Brune ierr = MatFDColoringSetF(color,F);CHKERRQ(ierr); 8695862db2SPeter Brune } 87005c665bSBarry Smith ierr = MatFDColoringApply(*B,color,x1,flag,snes);CHKERRQ(ierr); 8832dfb669SBarry Smith if (*J != *B) { 89194405b3SBarry Smith ierr = MatAssemblyBegin(*J,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); 90194405b3SBarry Smith ierr = MatAssemblyEnd(*J,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); 91194405b3SBarry Smith } 923a40ed3dSBarry Smith PetscFunctionReturn(0); 9391627157SBarry Smith } 94