psblas3:

base/modules/Makefile base/modules/psb_gen_block_map_mod.f90 base/modules/psb_hash_map_mod.f90 docs/html/footnode.html docs/html/img1.png docs/html/img10.png docs/html/img100.png docs/html/img101.png docs/html/img102.png docs/html/img103.png docs/html/img104.png docs/html/img105.png docs/html/img106.png docs/html/img107.png docs/html/img108.png docs/html/img109.png docs/html/img11.png docs/html/img110.png docs/html/img111.png docs/html/img112.png docs/html/img113.png docs/html/img114.png docs/html/img115.png docs/html/img116.png docs/html/img117.png docs/html/img118.png docs/html/img119.png docs/html/img12.png docs/html/img120.png docs/html/img121.png docs/html/img122.png docs/html/img123.png docs/html/img124.png docs/html/img125.png docs/html/img126.png docs/html/img127.png docs/html/img128.png docs/html/img129.png docs/html/img13.png docs/html/img130.png docs/html/img131.png docs/html/img132.png docs/html/img133.png docs/html/img134.png docs/html/img135.png docs/html/img136.png docs/html/img137.png docs/html/img138.png docs/html/img139.png docs/html/img14.png docs/html/img140.png docs/html/img141.png docs/html/img142.png docs/html/img143.png docs/html/img144.png docs/html/img145.png docs/html/img146.png docs/html/img147.png docs/html/img148.png docs/html/img15.png docs/html/img16.png docs/html/img17.png docs/html/img18.png docs/html/img2.png docs/html/img20.png docs/html/img22.png docs/html/img23.png docs/html/img24.png docs/html/img25.png docs/html/img26.png docs/html/img27.png docs/html/img28.png docs/html/img29.png docs/html/img3.png docs/html/img30.png docs/html/img31.png docs/html/img32.png docs/html/img33.png docs/html/img34.png docs/html/img35.png docs/html/img36.png docs/html/img37.png docs/html/img38.png docs/html/img39.png docs/html/img4.png docs/html/img40.png docs/html/img41.png docs/html/img42.png docs/html/img43.png docs/html/img44.png docs/html/img45.png docs/html/img46.png docs/html/img47.png docs/html/img48.png docs/html/img49.png docs/html/img5.png docs/html/img50.png docs/html/img51.png docs/html/img52.png docs/html/img53.png docs/html/img54.png docs/html/img55.png docs/html/img56.png docs/html/img57.png docs/html/img58.png docs/html/img59.png docs/html/img6.png docs/html/img60.png docs/html/img61.png docs/html/img62.png docs/html/img63.png docs/html/img64.png docs/html/img65.png docs/html/img66.png docs/html/img67.png docs/html/img68.png docs/html/img69.png docs/html/img7.png docs/html/img70.png docs/html/img71.png docs/html/img72.png docs/html/img73.png docs/html/img74.png docs/html/img75.png docs/html/img76.png docs/html/img77.png docs/html/img78.png docs/html/img79.png docs/html/img8.png docs/html/img80.png docs/html/img81.png docs/html/img82.png docs/html/img83.png docs/html/img84.png docs/html/img85.png docs/html/img86.png docs/html/img87.png docs/html/img88.png docs/html/img89.png docs/html/img9.png docs/html/img90.png docs/html/img91.png docs/html/img92.png docs/html/img93.png docs/html/img94.png docs/html/img95.png docs/html/img96.png docs/html/img97.png docs/html/img98.png docs/html/img99.png docs/html/index.html docs/html/node1.html docs/html/node10.html docs/html/node100.html docs/html/node101.html docs/html/node102.html docs/html/node103.html docs/html/node104.html docs/html/node105.html docs/html/node106.html docs/html/node107.html docs/html/node108.html docs/html/node109.html docs/html/node11.html docs/html/node110.html docs/html/node111.html docs/html/node112.html docs/html/node113.html docs/html/node114.html docs/html/node115.html docs/html/node116.html docs/html/node117.html docs/html/node118.html docs/html/node119.html docs/html/node12.html docs/html/node13.html docs/html/node14.html docs/html/node15.html docs/html/node16.html docs/html/node17.html docs/html/node18.html docs/html/node19.html docs/html/node2.html docs/html/node20.html docs/html/node21.html docs/html/node22.html docs/html/node23.html docs/html/node24.html docs/html/node25.html docs/html/node26.html docs/html/node27.html docs/html/node28.html docs/html/node29.html docs/html/node3.html docs/html/node30.html docs/html/node31.html docs/html/node32.html docs/html/node33.html docs/html/node34.html docs/html/node35.html docs/html/node36.html docs/html/node37.html docs/html/node38.html docs/html/node39.html docs/html/node4.html docs/html/node40.html docs/html/node41.html docs/html/node42.html docs/html/node43.html docs/html/node44.html docs/html/node45.html docs/html/node46.html docs/html/node47.html docs/html/node48.html docs/html/node49.html docs/html/node5.html docs/html/node50.html docs/html/node51.html docs/html/node52.html docs/html/node53.html docs/html/node54.html docs/html/node55.html docs/html/node56.html docs/html/node57.html docs/html/node58.html docs/html/node59.html docs/html/node6.html docs/html/node60.html docs/html/node61.html docs/html/node62.html docs/html/node63.html docs/html/node64.html docs/html/node65.html docs/html/node66.html docs/html/node67.html docs/html/node68.html docs/html/node69.html docs/html/node7.html docs/html/node70.html docs/html/node71.html docs/html/node72.html docs/html/node73.html docs/html/node74.html docs/html/node75.html docs/html/node76.html docs/html/node77.html docs/html/node78.html docs/html/node79.html docs/html/node8.html docs/html/node80.html docs/html/node81.html docs/html/node82.html docs/html/node83.html docs/html/node84.html docs/html/node85.html docs/html/node86.html docs/html/node87.html docs/html/node88.html docs/html/node89.html docs/html/node9.html docs/html/node90.html docs/html/node91.html docs/html/node92.html docs/html/node93.html docs/html/node94.html docs/html/node95.html docs/html/node96.html docs/html/node97.html docs/html/node98.html docs/html/node99.html docs/html/userhtml.html docs/psblas-3.0.pdf docs/src/biblio.tex docs/src/datastruct.tex docs/src/intro.tex test/fileread/df_sample.f90 test/fileread/runs/dfs.inp test/pargen/ppde.f90 test/pargen/spde.f90 1. Worked on documentation. 2. Fixed performance problem with gen_block_map: changed to use a hash internally. 3. Changed ppde to implement a convection-diffusion problem with centered differences.
13 years ago · b0e6f32827
parent 52714393a0
commit b0e6f32827
279 changed files with 19012 additions and 18922 deletions
--- a/base/modules/Makefile
+++ b/base/modules/Makefile
@ -93,6 +93,7 @@ psb_hash_map_mod.o psb_list_map_mod.o psb_repl_map_mod.o psb_gen_block_map_mod.o
 psb_glist_map_mod.o: psb_list_map_mod.o
 psb_hash_map_mod.o: psb_hash_mod.o psb_sort_mod.o
 psb_hash_mod.o: psb_realloc_mod.o psb_const_mod.o
+psb_gen_block_map_mod.o: psb_hash_mod.o
 psb_linmap_mod.o: psb_s_linmap_mod.o psb_d_linmap_mod.o psb_c_linmap_mod.o psb_z_linmap_mod.o 
 psb_s_linmap_mod.o: psb_base_linmap_mod.o psb_s_mat_mod.o psb_s_vect_mod.o
 psb_d_linmap_mod.o: psb_base_linmap_mod.o psb_d_mat_mod.o psb_d_vect_mod.o
--- a/base/modules/psb_gen_block_map_mod.f90
+++ b/base/modules/psb_gen_block_map_mod.f90
@ -49,11 +49,13 @@ module psb_gen_block_map_mod
  use psb_const_mod
  use psb_desc_const_mod
  use psb_indx_map_mod
+  use psb_hash_mod
  
  type, extends(psb_indx_map) :: psb_gen_block_map
    integer(psb_ipk_) :: min_glob_row   = -1
    integer(psb_ipk_) :: max_glob_row   = -1
    integer(psb_ipk_), allocatable :: loc_to_glob(:), srt_l2g(:,:), vnl(:)
+    type(psb_hash_type)  :: hash
  contains

    procedure, pass(idxmap)  :: gen_block_map_init => block_init
@ -106,14 +108,14 @@ contains
         & val = val + size(idxmap%srt_l2g)*psb_sizeof_int
    if (allocated(idxmap%vnl)) &
         & val = val + size(idxmap%vnl)*psb_sizeof_int
-
+    val = val + psb_sizeof(idxmap%hash)
  end function block_sizeof


  subroutine block_free(idxmap)
    implicit none 
    class(psb_gen_block_map), intent(inout) :: idxmap
-    
+    integer(psb_ipk_) :: info
    if (allocated(idxmap%loc_to_glob)) &
         & deallocate(idxmap%loc_to_glob)
    if (allocated(idxmap%srt_l2g)) &
@ -121,7 +123,7 @@ contains

    if (allocated(idxmap%srt_l2g)) &
         & deallocate(idxmap%vnl)
-
+    call psb_free(idxmap%hash,info)
    call idxmap%psb_indx_map%free()

  end subroutine block_free
@ -283,7 +285,7 @@ contains
    integer(psb_ipk_), intent(out)   :: info 
    logical, intent(in), optional :: mask(:)
    logical, intent(in), optional :: owned
-    integer(psb_ipk_) :: i, nv, is
+    integer(psb_ipk_) :: i, nv, is, ip, lip 
    integer(psb_ipk_) :: ictxt, iam, np
    logical :: owned_

@ -329,9 +331,9 @@ contains
              idx(i) = idx(i) - idxmap%min_glob_row + 1
            else if ((1<= idx(i)).and.(idx(i) <= idxmap%global_rows)&
                 &.and.(.not.owned_)) then
-              nv  = idxmap%local_cols-idxmap%local_rows
-              idx(i) = psb_issrch(idx(i),nv,idxmap%loc_to_glob)
-              if (idx(i) > 0) idx(i) = idx(i) + idxmap%local_rows
+              ip = idx(i)
+              call psb_hash_searchkey(ip,lip,idxmap%hash,info)
+              if (lip > 0) idx(i) = lip + idxmap%local_rows
            else 
              idx(i) = -1
            end if
@ -365,9 +367,9 @@ contains
            idx(i) = idx(i) - idxmap%min_glob_row + 1
          else if ((1<= idx(i)).and.(idx(i) <= idxmap%global_rows)&
               &.and.(.not.owned_)) then
-            nv  = idxmap%local_cols-idxmap%local_rows
-            idx(i) = psb_issrch(idx(i),nv,idxmap%loc_to_glob)
-            if (idx(i) > 0) idx(i) = idx(i) + idxmap%local_rows
+            ip = idx(i)
+            call psb_hash_searchkey(ip,lip,idxmap%hash,info)
+            if (lip > 0) idx(i) = lip + idxmap%local_rows
          else 
            idx(i) = -1
          end if
@ -447,6 +449,8 @@ contains
    integer(psb_ipk_), intent(out)   :: info 
    logical, intent(in), optional :: mask(:)
    integer(psb_ipk_) :: i, nv, is, ix
+    integer(psb_ipk_) :: ip, lip, nxt
+

    info = 0
    is = size(idx)
@ -473,20 +477,21 @@ contains
              idx(i) = idx(i) - idxmap%min_glob_row + 1
            else if ((1<= idx(i)).and.(idx(i) <= idxmap%global_rows)) then
              nv  = idxmap%local_cols-idxmap%local_rows
-              ix  = psb_issrch(idx(i),nv,idxmap%loc_to_glob)
-              if (ix < 0) then 
-                ix = idxmap%local_cols + 1
-                call psb_ensure_size(ix,idxmap%loc_to_glob,info,addsz=500)
+              nxt = nv + 1 
+              ip = idx(i) 
+              call psb_hash_searchinskey(ip,lip,nxt,idxmap%hash,info)
+              
+              if (lip == nxt) then 
+                ! We have added one item
+                call psb_ensure_size(nxt,idxmap%loc_to_glob,info,addsz=500)
                if (info /= 0) then 
                  info = -4
                  return
                end if
-                idxmap%local_cols      = ix
-                ix                     = ix - idxmap%local_rows
-                idxmap%loc_to_glob(ix) = idx(i)
+                idxmap%local_cols       = nxt + idxmap%local_rows
+                idxmap%loc_to_glob(nxt) = idx(i)
              end if
-              ix                       = ix + idxmap%local_rows
-              idx(i)                   = ix
+              idx(i)  = lip + idxmap%local_rows
            else 
              idx(i) = -1
              info = -1
@ -502,20 +507,21 @@ contains
            idx(i) = idx(i) - idxmap%min_glob_row + 1
          else if ((1<= idx(i)).and.(idx(i) <= idxmap%global_rows)) then
            nv  = idxmap%local_cols-idxmap%local_rows
-            ix  = psb_issrch(idx(i),nv,idxmap%loc_to_glob)
-            if (ix < 0) then 
-              ix = idxmap%local_cols + 1
-              call psb_ensure_size(ix,idxmap%loc_to_glob,info,addsz=500)
+            nxt = nv + 1 
+            ip = idx(i) 
+            call psb_hash_searchinskey(ip,lip,nxt,idxmap%hash,info)
+            
+            if (lip == nxt) then 
+              ! We have added one item
+              call psb_ensure_size(nxt,idxmap%loc_to_glob,info,addsz=500)
              if (info /= 0) then 
                info = -4
                return
              end if
-              idxmap%local_cols      = ix
-              ix                     = ix - idxmap%local_rows
-              idxmap%loc_to_glob(ix) = idx(i)
+              idxmap%local_cols       = nxt + idxmap%local_rows
+              idxmap%loc_to_glob(nxt) = idx(i)
            end if
-            ix                       = ix + idxmap%local_rows
-            idx(i)                   = ix
+            idx(i)  = lip + idxmap%local_rows
          else 
            idx(i) = -1
            info = -1
@ -629,9 +635,9 @@ contains
      info = -2
      return
    end if
+    call psb_hash_init(nl,idxmap%hash,info)
    call idxmap%set_state(psb_desc_bld_)
    
-    
  end subroutine block_init


@ -659,8 +665,8 @@ contains
    call psb_msort(idxmap%srt_l2g(:,1),&
         & ix=idxmap%srt_l2g(:,2),dir=psb_sort_up_)

+    call psb_free(idxmap%hash,info)
    call idxmap%set_state(psb_desc_asb_)
-    
  end subroutine block_asb

  function block_get_fmt() result(res)
@ -710,6 +716,9 @@ contains
           &  call psb_safe_ab_cpy(idxmap%vnl,outmap%vnl,info)
      if (info == psb_success_)&
           &  call psb_safe_ab_cpy(idxmap%srt_l2g,outmap%srt_l2g,info)
+      if (info == psb_success_)&
+           &  call psb_hash_copy(idxmap%hash,outmap%hash,info)
+
    class default
      ! This should be impossible 
      info = -1
--- a/base/modules/psb_hash_map_mod.f90
+++ b/base/modules/psb_hash_map_mod.f90
@ -62,7 +62,7 @@ module psb_hash_map_mod

    integer(psb_ipk_) :: hashvsize, hashvmask
    integer(psb_ipk_), allocatable :: hashv(:), glb_lc(:,:), loc_to_glob(:)
-  type(psb_hash_type), allocatable  :: hash
+    type(psb_hash_type)  :: hash

  contains

@ -92,6 +92,8 @@ contains
    procedure, pass(idxmap)  :: g2lv1_ins => hash_g2lv1_ins
    procedure, pass(idxmap)  :: g2lv2_ins => hash_g2lv2_ins

+    procedure, pass(idxmap)  :: hash_cpy
+    generic, public          :: assignment(=) => hash_cpy
    procedure, pass(idxmap)  :: bld_g2l_map => hash_bld_g2l_map

  end type psb_hash_map
@ -130,8 +132,7 @@ function hash_sizeof(idxmap) result(val)
         & val = val + size(idxmap%hashv)*psb_sizeof_int
    if (allocated(idxmap%glb_lc)) &
         & val = val + size(idxmap%glb_lc)*psb_sizeof_int
-  if (allocated(idxmap%hash)) &
-       & val = val + psb_sizeof(idxmap%hash)
+    val = val + psb_sizeof(idxmap%hash)

  end function hash_sizeof

@ -146,10 +147,7 @@ subroutine hash_free(idxmap)
    if (allocated(idxmap%glb_lc)) &
         & deallocate(idxmap%glb_lc)

-  if (allocated(idxmap%hash)) then 
    call psb_free(idxmap%hash,info) 
-    deallocate(idxmap%hash)
-  end if

    call idxmap%psb_indx_map%free()

@ -784,7 +782,7 @@ subroutine hash_init_vlu(idxmap,ictxt,ntot,nl,vlu,info)
    call psb_get_mpicomm(ictxt,idxmap%mpic)

    lc2 = int(1.5*nl) 
-  allocate(idxmap%hash,idxmap%loc_to_glob(lc2),stat=info) 
+    allocate(idxmap%loc_to_glob(lc2),stat=info) 
    if (info /= 0)  then
      info = -2
      return
@ -934,7 +932,6 @@ subroutine hash_asb(idxmap,info)
    end if

    call psb_free(idxmap%hash,info)
-  if (info == 0) deallocate(idxmap%hash,stat=info)
    if (info /= 0) then
      write(0,*) 'Error from hash free', info
      return
@ -1271,7 +1268,6 @@ end subroutine hash_inner_cnv2
        outmap%psb_indx_map = idxmap%psb_indx_map
        outmap%hashvsize    = idxmap%hashvsize
        outmap%hashvmask    = idxmap%hashvmask
-        allocate(outmap%hash, stat=info) 
      end if
      if (info == psb_success_)&
           &  call psb_safe_ab_cpy(idxmap%loc_to_glob,outmap%loc_to_glob,info)
@ -1281,6 +1277,7 @@ end subroutine hash_inner_cnv2
           &  call psb_safe_ab_cpy(idxmap%glb_lc,outmap%glb_lc,info)
      if (info == psb_success_)&
           &  call psb_hash_copy(idxmap%hash,outmap%hash,info)
+!!$      outmap = idxmap
    class default
        ! This should be impossible 
      info = -1
@ -1303,4 +1300,27 @@ end subroutine hash_inner_cnv2
  end subroutine hash_clone


+  subroutine hash_cpy(outmap,idxmap)
+    use psb_penv_mod
+    use psb_error_mod
+    use psb_realloc_mod
+    class(psb_hash_map), intent(in) :: idxmap
+    type(psb_hash_map), intent(out) :: outmap
+    integer :: info
+    
+    outmap%psb_indx_map = idxmap%psb_indx_map
+    outmap%hashvsize    = idxmap%hashvsize
+    outmap%hashvmask    = idxmap%hashvmask
+    if (info == psb_success_)&
+         &  call psb_safe_ab_cpy(idxmap%loc_to_glob,outmap%loc_to_glob,info)
+    if (info == psb_success_)&
+         &  call psb_safe_ab_cpy(idxmap%hashv,outmap%hashv,info)
+    if (info == psb_success_)&
+         &  call psb_safe_ab_cpy(idxmap%glb_lc,outmap%glb_lc,info)
+    if (info == psb_success_)&
+         &  call psb_hash_copy(idxmap%hash,outmap%hash,info)
+  end subroutine hash_cpy
+
+    
+  
 end module psb_hash_map_mod
--- a/docs/html/footnode.html
+++ b/docs/html/footnode.html
@ -18,14 +18,14 @@ original version by:  Nikos Drakos, CBLU, University of Leeds

 <LINK REL="STYLESHEET" HREF="userhtml.css">

-<LINK REL="previous" HREF="node107.html">
+<LINK REL="previous" HREF="node118.html">
 <LINK REL="up" HREF="userhtml.html">
 </HEAD>

 <BODY >

 <DL>
-<DT><A NAME="foot167">...
+<DT><A NAME="foot166">...
 explicitly</A><A
 HREF="node3.html#tex2html2"><SUP>1</SUP></A></DT>
 <DD>In our prototype implementation  we provide 
@ -63,7 +63,7 @@ sample scatter/gather routines.
 .
 </PRE>
 </DD>
-<DT><A NAME="foot176">... domain</A><A
+<DT><A NAME="foot175">... domain</A><A
 HREF="node4.html#tex2html3"><SUP>2</SUP></A></DT>
 <DD>This is
  the normal situation when the pattern of the sparse matrix is
@ -104,8 +104,8 @@ sample scatter/gather routines.
 .
 </PRE>
 </DD>
-<DT><A NAME="foot6742">... follows</A><A
- HREF="node101.html#tex2html28"><SUP>3</SUP></A></DT>
+<DT><A NAME="foot6820">... follows</A><A
+ HREF="node112.html#tex2html29"><SUP>3</SUP></A></DT>
 <DD>The string is case-insensitive

 <PRE>.
--- a/docs/html/img1.png
+++ b/docs/html/img1.png
--- a/docs/html/img10.png
+++ b/docs/html/img10.png
--- a/docs/html/img100.png
+++ b/docs/html/img100.png
--- a/docs/html/img101.png
+++ b/docs/html/img101.png
--- a/docs/html/img102.png
+++ b/docs/html/img102.png
--- a/docs/html/img103.png
+++ b/docs/html/img103.png
--- a/docs/html/img104.png
+++ b/docs/html/img104.png
--- a/docs/html/img105.png
+++ b/docs/html/img105.png
--- a/docs/html/img106.png
+++ b/docs/html/img106.png
--- a/docs/html/img107.png
+++ b/docs/html/img107.png
--- a/docs/html/img108.png
+++ b/docs/html/img108.png
--- a/docs/html/img109.png
+++ b/docs/html/img109.png
--- a/docs/html/img11.png
+++ b/docs/html/img11.png
--- a/docs/html/img110.png
+++ b/docs/html/img110.png
--- a/docs/html/img111.png
+++ b/docs/html/img111.png
--- a/docs/html/img112.png
+++ b/docs/html/img112.png
--- a/docs/html/img113.png
+++ b/docs/html/img113.png
--- a/docs/html/img114.png
+++ b/docs/html/img114.png
--- a/docs/html/img115.png
+++ b/docs/html/img115.png
--- a/docs/html/img116.png
+++ b/docs/html/img116.png
--- a/docs/html/img117.png
+++ b/docs/html/img117.png
--- a/docs/html/img118.png
+++ b/docs/html/img118.png
--- a/docs/html/img119.png
+++ b/docs/html/img119.png
--- a/docs/html/img12.png
+++ b/docs/html/img12.png
--- a/docs/html/img120.png
+++ b/docs/html/img120.png
--- a/docs/html/img121.png
+++ b/docs/html/img121.png
--- a/docs/html/img122.png
+++ b/docs/html/img122.png
--- a/docs/html/img123.png
+++ b/docs/html/img123.png
--- a/docs/html/img124.png
+++ b/docs/html/img124.png
--- a/docs/html/img125.png
+++ b/docs/html/img125.png
--- a/docs/html/img126.png
+++ b/docs/html/img126.png
--- a/docs/html/img127.png
+++ b/docs/html/img127.png
--- a/docs/html/img128.png
+++ b/docs/html/img128.png
--- a/docs/html/img129.png
+++ b/docs/html/img129.png
--- a/docs/html/img13.png
+++ b/docs/html/img13.png
--- a/docs/html/img130.png
+++ b/docs/html/img130.png
--- a/docs/html/img131.png
+++ b/docs/html/img131.png
--- a/docs/html/img132.png
+++ b/docs/html/img132.png
--- a/docs/html/img133.png
+++ b/docs/html/img133.png
--- a/docs/html/img134.png
+++ b/docs/html/img134.png
--- a/docs/html/img135.png
+++ b/docs/html/img135.png
--- a/docs/html/img136.png
+++ b/docs/html/img136.png
--- a/docs/html/img137.png
+++ b/docs/html/img137.png
--- a/docs/html/img138.png
+++ b/docs/html/img138.png
--- a/docs/html/img139.png
+++ b/docs/html/img139.png
--- a/docs/html/img14.png
+++ b/docs/html/img14.png
--- a/docs/html/img140.png
+++ b/docs/html/img140.png
--- a/docs/html/img141.png
+++ b/docs/html/img141.png
--- a/docs/html/img142.png
+++ b/docs/html/img142.png
--- a/docs/html/img143.png
+++ b/docs/html/img143.png
--- a/docs/html/img144.png
+++ b/docs/html/img144.png
--- a/docs/html/img145.png
+++ b/docs/html/img145.png
--- a/docs/html/img146.png
+++ b/docs/html/img146.png
--- a/docs/html/img147.png
+++ b/docs/html/img147.png
--- a/docs/html/img148.png
+++ b/docs/html/img148.png
--- a/docs/html/img15.png
+++ b/docs/html/img15.png
--- a/docs/html/img16.png
+++ b/docs/html/img16.png
--- a/docs/html/img17.png
+++ b/docs/html/img17.png
--- a/docs/html/img18.png
+++ b/docs/html/img18.png
--- a/docs/html/img2.png
+++ b/docs/html/img2.png
--- a/docs/html/img20.png
+++ b/docs/html/img20.png
--- a/docs/html/img22.png
+++ b/docs/html/img22.png
--- a/docs/html/img23.png
+++ b/docs/html/img23.png
--- a/docs/html/img24.png
+++ b/docs/html/img24.png
--- a/docs/html/img25.png
+++ b/docs/html/img25.png
--- a/docs/html/img26.png
+++ b/docs/html/img26.png
--- a/docs/html/img27.png
+++ b/docs/html/img27.png
--- a/docs/html/img28.png
+++ b/docs/html/img28.png
--- a/docs/html/img29.png
+++ b/docs/html/img29.png
--- a/docs/html/img3.png
+++ b/docs/html/img3.png
--- a/docs/html/img30.png
+++ b/docs/html/img30.png
--- a/docs/html/img31.png
+++ b/docs/html/img31.png
--- a/docs/html/img32.png
+++ b/docs/html/img32.png
--- a/docs/html/img33.png
+++ b/docs/html/img33.png
--- a/docs/html/img34.png
+++ b/docs/html/img34.png
--- a/docs/html/img35.png
+++ b/docs/html/img35.png
--- a/docs/html/img36.png
+++ b/docs/html/img36.png
--- a/docs/html/img37.png
+++ b/docs/html/img37.png
--- a/docs/html/img38.png
+++ b/docs/html/img38.png
--- a/docs/html/img39.png
+++ b/docs/html/img39.png
--- a/docs/html/img4.png
+++ b/docs/html/img4.png
--- a/docs/html/img40.png
+++ b/docs/html/img40.png
--- a/docs/html/img41.png
+++ b/docs/html/img41.png
--- a/docs/html/img42.png
+++ b/docs/html/img42.png
--- a/docs/html/img43.png
+++ b/docs/html/img43.png
--- a/docs/html/img44.png
+++ b/docs/html/img44.png
--- a/docs/html/img45.png
+++ b/docs/html/img45.png
--- a/docs/html/img46.png
+++ b/docs/html/img46.png
--- a/docs/html/img47.png
+++ b/docs/html/img47.png
--- a/docs/html/img48.png
+++ b/docs/html/img48.png
--- a/docs/html/img49.png
+++ b/docs/html/img49.png
--- a/docs/html/img5.png
+++ b/docs/html/img5.png
--- a/docs/html/img50.png
+++ b/docs/html/img50.png
--- a/docs/html/img51.png
+++ b/docs/html/img51.png
--- a/docs/html/img52.png
+++ b/docs/html/img52.png
--- a/docs/html/img53.png
+++ b/docs/html/img53.png
--- a/Show More
+++ b/Show More