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    <p>Hi All,</p>
    <p>Your guess is right. The memory problem occurs after
      DMPlexCreateFromCellList and DMPlexDistribute. The mesh related
      memory in the master processor is not released after that. <br>
    </p>
    <p>The pseudo code I use is <br>
    </p>
    <p>if (rank == 0) then         !only the master processor read the
      mesh file and create cell list<br>
    </p>
    <p>        call
      DMPlexCreateFromCellList(Petsc_Comm_World,ndim,num_cells, &<br>
                                           
      num_nodes,num_nodes_per_cell,    &<br>
                                           
      Petsc_False,dmplex_cells,ndim,   &  !use Petsc_True to create
      intermediate mesh entities (faces, edges),<br>
                                           
      dmplex_verts,dmda_flow%da,ierr)     !not work for prism for the
      current 3.8 version.<br>
              CHKERRQ(ierr)</p>
    <p>else                                 !slave processors pass zero
      cells<br>
    </p>
    <p>        call
      DMPlexCreateFromCellList(Petsc_Comm_World,ndim,0,0,       &<br>
                                           
      num_nodes_per_cell,              &<br>
                                           
      Petsc_False,dmplex_cells,ndim,   &  !use Petsc_True to create
      intermediate mesh entities (faces, edges),<br>
                                           
      dmplex_verts,dmda_flow%da,ierr)     !not work for prism for the
      current 3.8 version.<br>
              CHKERRQ(ierr)<br>
    </p>
    <p>end if<br>
    </p>
    <p>call DMPlexDistribute</p>
    <p>call DMDestroy(dmda_flow%da,ierr)<br>
      CHKERRQ(ierr)</p>
    <p>!c set the global mesh as distributed mesh<br>
      dmda_flow%da = distributedMesh</p>
    <p><br>
    </p>
    <p>After calling the above functions, the memory usage for the test
      case (no. points 953,433, nprocs 160) is shown below:<br>
      rank 0 PETSc memory current MB    1610.39 PETSc memory maximum
      MB    1690.42<br>
      rank 151 PETSc memory current MB     105.00 PETSc memory maximum
      MB     104.94<br>
      rank 98 PETSc memory current MB     106.02 PETSc memory maximum
      MB     105.95<br>
      rank 18 PETSc memory current MB     106.17 PETSc memory maximum
      MB     106.17</p>
    <p>Is there any function available in the master version that can
      release this memory?<br>
    </p>
    <p>Thanks,</p>
    <p>Danyang<br>
    </p>
    <div class="moz-cite-prefix">On 2019-10-10 11:09 a.m., Mark Adams
      via petsc-users wrote:<br>
    </div>
    <blockquote type="cite"
cite="mid:CADOhEh6_uKJMpRtRc_jd=9+13ASL-srjOtC1uywtprD9SUY4Ww@mail.gmail.com">
      <meta http-equiv="content-type" content="text/html; charset=UTF-8">
      <div dir="ltr">Now that I think about it, the partitioning and
        distribution can be done with existing API, I would assume, like
        is done with matrices. 
        <div><br>
        </div>
        <div>I'm still wondering what the H5 format is. I assume that it
          is not built for a hardwired number of processes to read in
          parallel and that the parallel read is somewhat scalable.</div>
      </div>
      <br>
      <div class="gmail_quote">
        <div dir="ltr" class="gmail_attr">On Thu, Oct 10, 2019 at 12:13
          PM Mark Adams <<a href="mailto:mfadams@lbl.gov"
            moz-do-not-send="true">mfadams@lbl.gov</a>> wrote:<br>
        </div>
        <blockquote class="gmail_quote" style="margin:0px 0px 0px
          0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
          <div dir="ltr">A related question, what is the state of having
            something like a distributed  DMPlexCreateFromCellList
            method, but maybe your H5 efforts would work. My bone
            modeling code is old and a pain, but the apps specialized
            serial mesh generator could write an H5 file instead of the
            current FEAP file. Then you reader, SNES and a large
            deformation plasticity element in PetscFE could replace my
            code, in the future.
            <div><br>
            </div>
            <div>How does your H5 thing work? Is it basically a flat
              file (not partitioned) that is read in in parallel by
              slicing the cell lists, etc, using file seek or something
              equivalent, then reconstructing a local graph on each
              processor to give to say Parmetis, then completes the
              distribution with this reasonable partitioning? (this is
              what our current code does)</div>
            <div><br>
            </div>
            <div>Thanks,</div>
            <div>Mark</div>
          </div>
          <br>
          <div class="gmail_quote">
            <div dir="ltr" class="gmail_attr">On Thu, Oct 10, 2019 at
              9:30 AM Dave May via petsc-users <<a
                href="mailto:petsc-users@mcs.anl.gov" target="_blank"
                moz-do-not-send="true">petsc-users@mcs.anl.gov</a>>
              wrote:<br>
            </div>
            <blockquote class="gmail_quote" style="margin:0px 0px 0px
              0.8ex;border-left:1px solid
              rgb(204,204,204);padding-left:1ex">
              <div><br>
              </div>
              <div><br>
                <div class="gmail_quote">
                  <div dir="ltr">On Thu 10. Oct 2019 at 15:15, Matthew
                    Knepley <<a href="mailto:knepley@gmail.com"
                      target="_blank" moz-do-not-send="true">knepley@gmail.com</a>>
                    wrote:<br>
                  </div>
                  <blockquote class="gmail_quote" style="margin:0px 0px
                    0px 0.8ex;border-left:1px solid
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                    <div dir="ltr">
                      <div dir="ltr">On Thu, Oct 10, 2019 at 9:10 AM
                        Dave May <<a
                          href="mailto:dave.mayhem23@gmail.com"
                          target="_blank" moz-do-not-send="true">dave.mayhem23@gmail.com</a>>
                        wrote:<br>
                      </div>
                    </div>
                    <div dir="ltr">
                      <div class="gmail_quote">
                        <blockquote class="gmail_quote"
                          style="margin:0px 0px 0px
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                          <div>On Thu 10. Oct 2019 at 15:04, Matthew
                            Knepley <<a
                              href="mailto:knepley@gmail.com"
                              target="_blank" moz-do-not-send="true">knepley@gmail.com</a>>
                            wrote:<br>
                          </div>
                          <div>
                            <div class="gmail_quote">
                              <blockquote class="gmail_quote"
                                style="margin:0px 0px 0px
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                                rgb(204,204,204);padding-left:1ex">
                                <div dir="ltr">
                                  <div dir="ltr">On Thu, Oct 10, 2019 at
                                    8:41 AM Dave May <<a
                                      href="mailto:dave.mayhem23@gmail.com"
                                      target="_blank"
                                      moz-do-not-send="true">dave.mayhem23@gmail.com</a>>
                                    wrote:<br>
                                  </div>
                                  <div class="gmail_quote">
                                    <blockquote class="gmail_quote"
                                      style="margin:0px 0px 0px
                                      0.8ex;border-left:1px solid
                                      rgb(204,204,204);padding-left:1ex">
                                      <div>
                                        <div>On Thu 10. Oct 2019 at
                                          14:34, Matthew Knepley <<a
href="mailto:knepley@gmail.com" target="_blank" moz-do-not-send="true">knepley@gmail.com</a>>
                                          wrote:<br>
                                        </div>
                                      </div>
                                      <div>
                                        <blockquote class="gmail_quote"
                                          style="margin:0px 0px 0px
                                          0.8ex;border-left:1px solid
                                          rgb(204,204,204);padding-left:1ex">
                                          <div dir="ltr">
                                            <div dir="ltr">On Thu, Oct
                                              10, 2019 at 8:31 AM Dave
                                              May <<a
                                                href="mailto:dave.mayhem23@gmail.com"
                                                target="_blank"
                                                moz-do-not-send="true">dave.mayhem23@gmail.com</a>>
                                              wrote:<br>
                                            </div>
                                            <div class="gmail_quote">
                                              <blockquote
                                                class="gmail_quote"
                                                style="margin:0px 0px
                                                0px
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                                                <div dir="ltr">
                                                  <div dir="ltr">On Thu,
                                                    10 Oct 2019 at
                                                    13:21, Matthew
                                                    Knepley via
                                                    petsc-users <<a
                                                      href="mailto:petsc-users@mcs.anl.gov"
                                                      target="_blank"
                                                      moz-do-not-send="true">petsc-users@mcs.anl.gov</a>>
                                                    wrote:<br>
                                                  </div>
                                                  <div
                                                    class="gmail_quote">
                                                    <blockquote
                                                      class="gmail_quote"
                                                      style="margin:0px
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                                                      <div dir="ltr">
                                                        <div dir="ltr">On
                                                          Wed, Oct 9,
                                                          2019 at 5:10
                                                          PM Danyang Su
                                                          via
                                                          petsc-users
                                                          <<a
                                                          href="mailto:petsc-users@mcs.anl.gov"
target="_blank" moz-do-not-send="true">petsc-users@mcs.anl.gov</a>>
                                                          wrote:<br>
                                                        </div>
                                                        <div
                                                          class="gmail_quote">
                                                          <blockquote
                                                          class="gmail_quote"
style="margin:0px 0px 0px 0.8ex;border-left:1px solid
                                                          rgb(204,204,204);padding-left:1ex">
                                                          <div
                                                          bgcolor="#FFFFFF">
                                                          <p>Dear All,</p>
                                                          <p>I have a
                                                          question
                                                          regarding the
                                                          maximum memory
                                                          usage for the
                                                          scaling test.
                                                          My code is
                                                          written in
                                                          Fortran with
                                                          support for
                                                          both
                                                          structured
                                                          grid (DM) and
                                                          unstructured
                                                          grid (DMPlex).
                                                          It looks like
                                                          memory
                                                          consumption is
                                                          much larger
                                                          when DMPlex is
                                                          used and
                                                          finally causew
                                                          out_of_memory
                                                          problem. <br>
                                                          </p>
                                                          <p>Below are
                                                          some test
                                                          using both
                                                          structured
                                                          grid and
                                                          unstructured
                                                          grid. The
                                                          memory
                                                          consumption by
                                                          the code is
                                                          estimated
                                                          based on all
                                                          allocated
                                                          arrays and
                                                          PETSc memory
                                                          consumption is
                                                          estimated
                                                          based on
                                                          PetscMemoryGetMaximumUsage.
                                                          <br>
                                                          </p>
                                                          <p>I just
                                                          wonder why the
                                                          PETSc memory
                                                          consumption
                                                          does not
                                                          decrease when
                                                          number of
                                                          processors
                                                          increases. For
                                                          structured
                                                          grid (scenario
                                                          7-9), the
                                                          memory
                                                          consumption
                                                          decreases as
                                                          number of
                                                          processors
                                                          increases.
                                                          However, for
                                                          unstructured
                                                          grid case
                                                          (scenario
                                                          14-16), the
                                                          memory for
                                                          PETSc part
                                                          remains
                                                          unchanged.
                                                          When I run a
                                                          larger case,
                                                          the code
                                                          crashes
                                                          because memory
                                                          is ran out.
                                                          The same case
                                                          works on
                                                          another
                                                          cluster with
                                                          480GB memory
                                                          per node. Does
                                                          this make
                                                          sense?<br>
                                                          </p>
                                                          </div>
                                                          </blockquote>
                                                          <div>We would
                                                          need a finer
                                                          breakdown of
                                                          where memory
                                                          is being used.
                                                          I did this for
                                                          a paper:</div>
                                                          <div><br>
                                                          </div>
                                                          <div>  <a
href="https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/jgrb.50217"
target="_blank" moz-do-not-send="true">https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/jgrb.50217</a></div>
                                                          <div><br>
                                                          </div>
                                                          <div>If the
                                                          subdomains,
                                                          the halo sizes
                                                          can overwhelm
                                                          the basic
                                                          storage. It
                                                          looks like the
                                                          subdomains are
                                                          big here,</div>
                                                          <div>but
                                                          things are not
                                                          totally clear
                                                          to me. It
                                                          would be
                                                          helpful to
                                                          send the
                                                          output of
                                                          -log_view for
                                                          each case
                                                          since</div>
                                                          <div>PETSc
                                                          tries to keep
                                                          track of
                                                          allocated
                                                          memory. </div>
                                                        </div>
                                                      </div>
                                                    </blockquote>
                                                    <div><br>
                                                    </div>
                                                    <div>Matt - I'd
                                                      guess that there
                                                      is a sequential
                                                      (non-partitioned)
                                                      mesh hanging
                                                      around in memory.</div>
                                                    <div>Is it possible
                                                      that he's created
                                                      the PLEX object
                                                      which is loaded
                                                      sequentially
                                                      (stored and
                                                      retained in memory
                                                      and never
                                                      released), and
                                                      then afterwards
                                                      distributed?</div>
                                                    <div>This can never
                                                      happen with the
                                                      DMDA and the table
                                                      verifies this.</div>
                                                    <div>If his code
                                                      using the DMDA and
                                                      DMPLEX are as
                                                      identical as
                                                      possible (albeit
                                                      the DM used), then
                                                      a sequential mesh
                                                      held in memory
                                                      seems the likely
                                                      cause.</div>
                                                  </div>
                                                </div>
                                              </blockquote>
                                              <div><br>
                                              </div>
                                              <div>Dang it, Dave is
                                                always right.</div>
                                              <div><br>
                                              </div>
                                              <div>How to prevent this?
                                              </div>
                                            </div>
                                          </div>
                                        </blockquote>
                                        <div dir="auto"><br>
                                        </div>
                                      </div>
                                      <div>
                                        <div dir="auto">I thought
                                          you/Lawrence/Vaclav/others...
                                          had developed and provided
                                          support  for a parallel DMPLEX
                                          load via a suitably defined
                                          plex specific H5 mesh file.</div>
                                      </div>
                                    </blockquote>
                                    <div><br>
                                    </div>
                                    <div>We have, but these tests looked
                                      like generated meshes.</div>
                                  </div>
                                </div>
                              </blockquote>
                              <div dir="auto"><br>
                              </div>
                              <div dir="auto">Great. </div>
                              <div dir="auto"><br>
                              </div>
                              <div dir="auto">So would a solution to the
                                problem be to have the user modify their
                                code in the follow way:</div>
                              <div dir="auto">* they move the mesh gen
                                stage into a seperate exec which they
                                call offline (on a fat node with lots of
                                memory), and dump the appropriate file</div>
                              <div dir="auto">* they change their
                                existing application to simply load that
                                file in parallel.</div>
                            </div>
                          </div>
                        </blockquote>
                        <div><br>
                        </div>
                      </div>
                    </div>
                    <div dir="ltr">
                      <div class="gmail_quote">
                        <div>Yes.</div>
                        <div> </div>
                        <blockquote class="gmail_quote"
                          style="margin:0px 0px 0px
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                          <div>
                            <div class="gmail_quote">
                              <div dir="auto">If there were examples
                                illustrating how to create the file
                                which can be loaded in parallel I think
                                it would be very helpful for the user
                                (and many others)</div>
                            </div>
                          </div>
                        </blockquote>
                        <div><br>
                        </div>
                        <div>I think Vaclav is going to add his examples
                          as soon as we fix this parallel interpolation
                          bug. I am praying for time in the latter</div>
                        <div>part of October to do this.</div>
                      </div>
                    </div>
                  </blockquote>
                  <div dir="auto"><br>
                  </div>
                  <div dir="auto"><br>
                  </div>
                  <div dir="auto">Excellent news - thanks for the update
                    and info.</div>
                  <div dir="auto"><br>
                  </div>
                  <div dir="auto">Cheers</div>
                  <div dir="auto">Dave</div>
                  <div dir="auto"><br>
                  </div>
                  <div dir="auto"><br>
                  </div>
                  <blockquote class="gmail_quote" style="margin:0px 0px
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                    rgb(204,204,204);padding-left:1ex">
                    <div dir="ltr">
                      <div class="gmail_quote">
                        <div><br>
                        </div>
                        <div>  Thanks,</div>
                        <div><br>
                        </div>
                        <div>    Matt</div>
                      </div>
                    </div>
                    <div dir="ltr">
                      <div class="gmail_quote">
                        <div> </div>
                        <blockquote class="gmail_quote"
                          style="margin:0px 0px 0px
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                          rgb(204,204,204);padding-left:1ex">
                          <div>
                            <div class="gmail_quote">
                              <div dir="auto">Cheers</div>
                              <div dir="auto">Dave</div>
                              <div dir="auto"><br>
                              </div>
                              <blockquote class="gmail_quote"
                                style="margin:0px 0px 0px
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                                rgb(204,204,204);padding-left:1ex">
                                <div dir="ltr">
                                  <div class="gmail_quote">
                                    <div><br>
                                    </div>
                                    <div>  Thanks,</div>
                                    <div><br>
                                    </div>
                                    <div>    Matt</div>
                                  </div>
                                </div>
                                <div dir="ltr">
                                  <div class="gmail_quote">
                                    <div> </div>
                                    <blockquote class="gmail_quote"
                                      style="margin:0px 0px 0px
                                      0.8ex;border-left:1px solid
                                      rgb(204,204,204);padding-left:1ex">
                                      <div>
                                        <div>
                                          <div class="gmail_quote">
                                            <blockquote
                                              class="gmail_quote"
                                              style="margin:0px 0px 0px
                                              0.8ex;border-left:1px
                                              solid
                                              rgb(204,204,204);padding-left:1ex">
                                              <div dir="ltr">
                                                <div class="gmail_quote">
                                                  <div>Since it looks
                                                    like you are okay
                                                    with fairly regular
                                                    meshes, I would
                                                    construct the</div>
                                                  <div>coarsest mesh you
                                                    can, and then use</div>
                                                  <div><br>
                                                  </div>
                                                  <div>  -dm_refine
                                                    <k></div>
                                                  <div><br>
                                                  </div>
                                                  <div>which is
                                                    activated by
                                                    DMSetFromOptions().
                                                    Make sure to call it
                                                    after
                                                    DMPlexDistribute().
                                                    It will regularly</div>
                                                  <div>refine in
                                                    parallel and should
                                                    show good memory
                                                    scaling as Dave
                                                    says.</div>
                                                  <div><br>
                                                  </div>
                                                  <div>  Thanks,</div>
                                                  <div><br>
                                                  </div>
                                                  <div>     Matt </div>
                                                </div>
                                              </div>
                                              <div dir="ltr">
                                                <div class="gmail_quote">
                                                  <div> </div>
                                                  <blockquote
                                                    class="gmail_quote"
                                                    style="margin:0px
                                                    0px 0px
                                                    0.8ex;border-left:1px
                                                    solid
                                                    rgb(204,204,204);padding-left:1ex">
                                                    <div dir="ltr">
                                                      <div
                                                        class="gmail_quote">
                                                        <blockquote
                                                          class="gmail_quote"
style="margin:0px 0px 0px 0.8ex;border-left:1px solid
                                                          rgb(204,204,204);padding-left:1ex">
                                                          <div dir="ltr">
                                                          <div
                                                          class="gmail_quote">
                                                          <div><br>
                                                          </div>
                                                          <div>  Thanks,</div>
                                                          <div><br>
                                                          </div>
                                                          <div>     Matt</div>
                                                          <blockquote
                                                          class="gmail_quote"
style="margin:0px 0px 0px 0.8ex;border-left:1px solid
                                                          rgb(204,204,204);padding-left:1ex">
                                                          <div
                                                          bgcolor="#FFFFFF">
                                                          <p> </p>
                                                          <p> </p>
                                                          <table
                                                          cellspacing="0"
                                                          border="0">
                                                          <colgroup
                                                          width="85"
                                                          span="5"></colgroup>
                                                          <colgroup
                                                          width="83"></colgroup>
                                                          <colgroup
                                                          width="125"></colgroup>
                                                          <colgroup
                                                          width="211"></colgroup>
                                                          <colgroup
                                                          width="125"></colgroup>
                                                          <colgroup
                                                          width="175"></colgroup>
                                                          <colgroup
                                                          width="119"></colgroup>
                                                          <tbody>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">scenario</td>
                                                          <td
                                                          align="right">no.
                                                          points</td>
                                                          <td
                                                          align="right">cell
                                                          type</td>
                                                          <td
                                                          align="right">DMPLex</td>
                                                          <td
                                                          align="right">nprocs</td>
                                                          <td
                                                          align="right">no.
                                                          nodes</td>
                                                          <td
                                                          align="right">mem
                                                          per node GB</td>
                                                          <td
                                                          align="right">solver</td>
                                                          <td
                                                          align="right">Rank
                                                          0 memory MB</td>
                                                          <td
                                                          align="right">Rank
                                                          0 petsc memory
                                                          MB</td>
                                                          <td
                                                          align="right">Runtime
                                                          (sec)</td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">1</td>
                                                          <td
                                                          align="right">2121</td>
                                                          <td
                                                          align="right">rectangle</td>
                                                          <td
                                                          align="right">no</td>
                                                          <td
                                                          align="right">40</td>
                                                          <td
                                                          align="right">1</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right">0.21</td>
                                                          <td
                                                          align="right">41.6</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">2</td>
                                                          <td
                                                          align="right">8241</td>
                                                          <td
                                                          align="right">rectangle</td>
                                                          <td
                                                          align="right">no</td>
                                                          <td
                                                          align="right">40</td>
                                                          <td
                                                          align="right">1</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right">0.59</td>
                                                          <td
                                                          align="right">51.84</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">3</td>
                                                          <td
                                                          align="right">32481</td>
                                                          <td
                                                          align="right">rectangle</td>
                                                          <td
                                                          align="right">no</td>
                                                          <td
                                                          align="right">40</td>
                                                          <td
                                                          align="right">1</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right">1.95</td>
                                                          <td
                                                          align="right">59.1</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">4</td>
                                                          <td
                                                          align="right">128961</td>
                                                          <td
                                                          align="right">rectangle</td>
                                                          <td
                                                          align="right">no</td>
                                                          <td
                                                          align="right">40</td>
                                                          <td
                                                          align="right">1</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right">7.05</td>
                                                          <td
                                                          align="right">89.71</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">5</td>
                                                          <td
                                                          align="right">513921</td>
                                                          <td
                                                          align="right">rectangle</td>
                                                          <td
                                                          align="right">no</td>
                                                          <td
                                                          align="right">40</td>
                                                          <td
                                                          align="right">1</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right">26.76</td>
                                                          <td
                                                          align="right">110.58</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">6</td>
                                                          <td
                                                          align="right">2051841</td>
                                                          <td
                                                          align="right">rectangle</td>
                                                          <td
                                                          align="right">no</td>
                                                          <td
                                                          align="right">40</td>
                                                          <td
                                                          align="right">1</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right">104.21</td>
                                                          <td
                                                          align="right">232.05</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right"><b>7</b></td>
                                                          <td
                                                          align="right"><b>8199681</b></td>
                                                          <td
                                                          align="right"><b>rectangle</b></td>
                                                          <td
                                                          align="right"><b>no</b></td>
                                                          <td
                                                          align="right"><b>40</b></td>
                                                          <td
                                                          align="right"><b>1</b></td>
                                                          <td
                                                          align="right"><b>200</b></td>
                                                          <td
                                                          align="right"><b>GMRES,Hypre
                                                          preconditioner</b></td>
                                                          <td
                                                          align="right"><b>411.26</b></td>
                                                          <td
                                                          align="right"><b>703.27</b></td>
                                                          <td
                                                          align="right"><b>140.29</b></td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right"><b>8</b></td>
                                                          <td
                                                          align="right"><b>8199681</b></td>
                                                          <td
                                                          align="right"><b>rectangle</b></td>
                                                          <td
                                                          align="right"><b>no</b></td>
                                                          <td
                                                          align="right"><b>80</b></td>
                                                          <td
                                                          align="right"><b>2</b></td>
                                                          <td
                                                          align="right"><b>200</b></td>
                                                          <td
                                                          align="right"><b>GMRES,Hypre
                                                          preconditioner</b></td>
                                                          <td
                                                          align="right"><b>206.6</b></td>
                                                          <td
                                                          align="right"><b>387.25</b></td>
                                                          <td
                                                          align="right"><b>62.04</b></td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right"><b>9</b></td>
                                                          <td
                                                          align="right"><b>8199681</b></td>
                                                          <td
                                                          align="right"><b>rectangle</b></td>
                                                          <td
                                                          align="right"><b>no</b></td>
                                                          <td
                                                          align="right"><b>160</b></td>
                                                          <td
                                                          align="right"><b>4</b></td>
                                                          <td
                                                          align="right"><b>200</b></td>
                                                          <td
                                                          align="right"><b>GMRES,Hypre
                                                          preconditioner</b></td>
                                                          <td
                                                          align="right"><b>104.28</b></td>
                                                          <td
                                                          align="right"><b>245.3</b></td>
                                                          <td
                                                          align="right"><b>32.76</b></td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">10</td>
                                                          <td
                                                          align="right">2121</td>
                                                          <td
                                                          align="right">triangle</td>
                                                          <td
                                                          align="right">yes</td>
                                                          <td
                                                          align="right">40</td>
                                                          <td
                                                          align="right">1</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right">0.49</td>
                                                          <td
                                                          align="right">61.78</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">11</td>
                                                          <td
                                                          align="right">15090</td>
                                                          <td
                                                          align="right">triangle</td>
                                                          <td
                                                          align="right">yes</td>
                                                          <td
                                                          align="right">40</td>
                                                          <td
                                                          align="right">1</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right">2.32</td>
                                                          <td
                                                          align="right">96.61</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">12</td>
                                                          <td
                                                          align="right">59847</td>
                                                          <td
                                                          align="right">triangle</td>
                                                          <td
                                                          align="right">yes</td>
                                                          <td
                                                          align="right">40</td>
                                                          <td
                                                          align="right">1</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right">8.28</td>
                                                          <td
                                                          align="right">176.14</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">13</td>
                                                          <td
                                                          align="right">238568</td>
                                                          <td
                                                          align="right">triangle</td>
                                                          <td
                                                          align="right">yes</td>
                                                          <td
                                                          align="right">40</td>
                                                          <td
                                                          align="right">1</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right">31.89</td>
                                                          <td
                                                          align="right">573.73</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right"><b>14</b></td>
                                                          <td
                                                          align="right"><b>953433</b></td>
                                                          <td
                                                          align="right"><b>triangle</b></td>
                                                          <td
                                                          align="right"><b>yes</b></td>
                                                          <td
                                                          align="right"><b>40</b></td>
                                                          <td
                                                          align="right"><b>1</b></td>
                                                          <td
                                                          align="right"><b>200</b></td>
                                                          <td
                                                          align="right"><b>GMRES,Hypre
                                                          preconditioner</b></td>
                                                          <td
                                                          align="right"><b>119.23</b></td>
                                                          <td
                                                          align="right"><b>2102.54</b></td>
                                                          <td
                                                          align="right"><b>44.11</b></td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right"><b>15</b></td>
                                                          <td
                                                          align="right"><b>953433</b></td>
                                                          <td
                                                          align="right"><b>triangle</b></td>
                                                          <td
                                                          align="right"><b>yes</b></td>
                                                          <td
                                                          align="right"><b>80</b></td>
                                                          <td
                                                          align="right"><b>2</b></td>
                                                          <td
                                                          align="right"><b>200</b></td>
                                                          <td
                                                          align="right"><b>GMRES,Hypre
                                                          preconditioner</b></td>
                                                          <td
                                                          align="right"><b>72.99</b></td>
                                                          <td
                                                          align="right"><b>2123.8</b></td>
                                                          <td
                                                          align="right"><b>24.36</b></td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right"><b>16</b></td>
                                                          <td
                                                          align="right"><b>953433</b></td>
                                                          <td
                                                          align="right"><b>triangle</b></td>
                                                          <td
                                                          align="right"><b>yes</b></td>
                                                          <td
                                                          align="right"><b>160</b></td>
                                                          <td
                                                          align="right"><b>4</b></td>
                                                          <td
                                                          align="right"><b>200</b></td>
                                                          <td
                                                          align="right"><b>GMRES,Hypre
                                                          preconditioner</b></td>
                                                          <td
                                                          align="right"><b>48.65</b></td>
                                                          <td
                                                          align="right"><b>2076.25</b></td>
                                                          <td
                                                          align="right"><b>14.87</b></td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">17</td>
                                                          <td
                                                          align="right">55770</td>
                                                          <td
                                                          align="right">prism</td>
                                                          <td
                                                          align="right">yes</td>
                                                          <td
                                                          align="right">40</td>
                                                          <td
                                                          align="right">1</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right">18.46</td>
                                                          <td
                                                          align="right">219.39</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">18</td>
                                                          <td
                                                          align="right">749814</td>
                                                          <td
                                                          align="right">prism</td>
                                                          <td
                                                          align="right">yes</td>
                                                          <td
                                                          align="right">40</td>
                                                          <td
                                                          align="right">1</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right">149.86</td>
                                                          <td
                                                          align="right">2412.39</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right">19</td>
                                                          <td
                                                          align="right">7000050</td>
                                                          <td
                                                          align="right">prism</td>
                                                          <td
                                                          align="right">yes</td>
                                                          <td
                                                          align="right">40
                                                          to 640</td>
                                                          <td
                                                          align="right">1
                                                          to 16</td>
                                                          <td
                                                          align="right">200</td>
                                                          <td
                                                          align="right">GMRES,Hypre
                                                          preconditioner</td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right">out_of_memory</td>
                                                          <td
                                                          align="left"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          <tr>
                                                          <td
                                                          height="17"
                                                          align="right"><b>20</b></td>
                                                          <td
                                                          align="right"><b>7000050</b></td>
                                                          <td
                                                          align="right"><b>prism</b></td>
                                                          <td
                                                          align="right"><b>yes</b></td>
                                                          <td
                                                          align="right"><b>64</b></td>
                                                          <td
                                                          align="right"><b>2</b></td>
                                                          <td
                                                          align="right"><b>480</b></td>
                                                          <td
                                                          align="right"><b>GMRES,Hypre
                                                          preconditioner</b></td>
                                                          <td
                                                          align="right"><b>890.92</b></td>
                                                          <td
                                                          align="right"><b>17214.41</b></td>
                                                          <td
                                                          align="right"><br>
                                                          </td>
                                                          </tr>
                                                          </tbody>
                                                          </table>
                                                          <p> </p>
                                                          <p>The error
                                                          information of
                                                          scenario 19 is
                                                          shown below:<br>
                                                          </p>
                                                          <p>kernel
                                                          messages
                                                          produced
                                                          during job
                                                          executions:<br>
                                                          [Oct 9 10:41]
                                                          mpiexec.hydra
                                                          invoked
                                                          oom-killer:
                                                          gfp_mask=0x200da,
                                                          order=0,
                                                          oom_score_adj=0<br>
                                                          [  +0.010274]
                                                          mpiexec.hydra
                                                          cpuset=/
                                                          mems_allowed=0-1<br>
                                                          [  +0.006680]
                                                          CPU: 2 PID:
                                                          144904 Comm:
                                                          mpiexec.hydra
                                                          Tainted:
                                                          G          
                                                          OE 
                                                          ------------  
3.10.0-862.14.4.el7.x86_64 #1<br>
                                                          [  +0.013365]
                                                          Hardware name:
                                                          Lenovo
                                                          ThinkSystem
                                                          SD530
                                                          -[7X21CTO1WW]-/-[7X21CTO1WW]-,
                                                          BIOS
                                                          -[TEE124N-1.40]-
                                                          06/12/2018<br>
                                                          [  +0.012866]
                                                          Call Trace:<br>
                                                          [  +0.003945] 
[<ffffffffb3313754>] dump_stack+0x19/0x1b<br>
                                                          [  +0.006995] 
[<ffffffffb330e91f>] dump_header+0x90/0x229<br>
                                                          [  +0.007121] 
[<ffffffffb2cfa982>] ? ktime_get_ts64+0x52/0xf0<br>
                                                          [  +0.007451] 
[<ffffffffb2d5141f>] ? delayacct_end+0x8f/0xb0<br>
                                                          [  +0.007393] 
[<ffffffffb2d9ac94>] oom_kill_process+0x254/0x3d0<br>
                                                          [  +0.007592] 
[<ffffffffb2d9a73d>] ? oom_unkillable_task+0xcd/0x120<br>
                                                          [  +0.007978] 
[<ffffffffb2d9a7e6>] ? find_lock_task_mm+0x56/0xc0<br>
                                                          [  +0.007729] 
[<ffffffffb2d9b4d6>] <b>out_of_memory+0x4b6/0x4f0</b><br>
                                                          [  +0.007358] 
[<ffffffffb330f423>] __alloc_pages_slowpath+0x5d6/0x724<br>
                                                          [  +0.008190] 
[<ffffffffb2da18b5>] __alloc_pages_nodemask+0x405/0x420</p>
                                                          <p>Thanks,</p>
                                                          <p>Danyang<br>
                                                          </p>
                                                          </div>
                                                          </blockquote>
                                                          </div>
                                                          <br
                                                          clear="all">
                                                          <div><br>
                                                          </div>
                                                          -- <br>
                                                          <div dir="ltr">
                                                          <div dir="ltr">
                                                          <div>
                                                          <div dir="ltr">
                                                          <div>
                                                          <div dir="ltr">
                                                          <div>What most
                                                          experimenters
                                                          take for
                                                          granted before
                                                          they begin
                                                          their
                                                          experiments is
                                                          infinitely
                                                          more
                                                          interesting
                                                          than any
                                                          results to
                                                          which their
                                                          experiments
                                                          lead.<br>
                                                          -- Norbert
                                                          Wiener</div>
                                                          <div><br>
                                                          </div>
                                                          <div><a
                                                          href="http://www.cse.buffalo.edu/~knepley/"
target="_blank" moz-do-not-send="true">https://www.cse.buffalo.edu/~knepley/</a><br>
                                                          </div>
                                                          </div>
                                                          </div>
                                                          </div>
                                                          </div>
                                                          </div>
                                                          </div>
                                                          </div>
                                                        </blockquote>
                                                      </div>
                                                    </div>
                                                  </blockquote>
                                                </div>
                                                <br clear="all">
                                                <div><br>
                                                </div>
                                                -- <br>
                                                <div dir="ltr">
                                                  <div dir="ltr">
                                                    <div>
                                                      <div dir="ltr">
                                                        <div>
                                                          <div dir="ltr">
                                                          <div>What most
                                                          experimenters
                                                          take for
                                                          granted before
                                                          they begin
                                                          their
                                                          experiments is
                                                          infinitely
                                                          more
                                                          interesting
                                                          than any
                                                          results to
                                                          which their
                                                          experiments
                                                          lead.<br>
                                                          -- Norbert
                                                          Wiener</div>
                                                          <div><br>
                                                          </div>
                                                          <div><a
                                                          href="http://www.cse.buffalo.edu/~knepley/"
target="_blank" moz-do-not-send="true">https://www.cse.buffalo.edu/~knepley/</a><br>
                                                          </div>
                                                          </div>
                                                        </div>
                                                      </div>
                                                    </div>
                                                  </div>
                                                </div>
                                              </div>
                                            </blockquote>
                                          </div>
                                        </div>
                                      </div>
                                    </blockquote>
                                  </div>
                                  <br clear="all">
                                  <div><br>
                                  </div>
                                  -- <br>
                                  <div dir="ltr">
                                    <div dir="ltr">
                                      <div>
                                        <div dir="ltr">
                                          <div>
                                            <div dir="ltr">
                                              <div>What most
                                                experimenters take for
                                                granted before they
                                                begin their experiments
                                                is infinitely more
                                                interesting than any
                                                results to which their
                                                experiments lead.<br>
                                                -- Norbert Wiener</div>
                                              <div><br>
                                              </div>
                                              <div><a
                                                  href="http://www.cse.buffalo.edu/~knepley/"
                                                  target="_blank"
                                                  moz-do-not-send="true">https://www.cse.buffalo.edu/~knepley/</a><br>
                                              </div>
                                            </div>
                                          </div>
                                        </div>
                                      </div>
                                    </div>
                                  </div>
                                </div>
                              </blockquote>
                            </div>
                          </div>
                        </blockquote>
                      </div>
                      <br clear="all">
                      <div><br>
                      </div>
                      -- <br>
                      <div dir="ltr">
                        <div dir="ltr">
                          <div>
                            <div dir="ltr">
                              <div>
                                <div dir="ltr">
                                  <div>What most experimenters take for
                                    granted before they begin their
                                    experiments is infinitely more
                                    interesting than any results to
                                    which their experiments lead.<br>
                                    -- Norbert Wiener</div>
                                  <div><br>
                                  </div>
                                  <div><a
                                      href="http://www.cse.buffalo.edu/~knepley/"
                                      target="_blank"
                                      moz-do-not-send="true">https://www.cse.buffalo.edu/~knepley/</a><br>
                                  </div>
                                </div>
                              </div>
                            </div>
                          </div>
                        </div>
                      </div>
                    </div>
                  </blockquote>
                </div>
              </div>
            </blockquote>
          </div>
        </blockquote>
      </div>
    </blockquote>
  </body>
</html>