The amold, vmold and imold arguments may be employed to interface with special @@ -640,26 +649,26 @@ devices, such as GPUs and other accelerators. call prec%apply(x,y,desc_a,info,trans,work) call prec%apply(x,desc_a,info,trans) -
-
+
+
-
-
+
Type:
-
-
Synchronous. +
Synchronous.
-
-
+
On Entry
-
-
+
-
-
+
prec
-
-
the preconditioner. Scope:
the preconditioner. Scope: local
.
Type: required
in
Specified as: a preconditioner data structure psb_prec_Tprec_type. -
-
+
x
-
-
the source vector. Scope:
the source vector. Scope: local
_vect_type.
Type: required
_T -
-
+
desc_a
-
-
the problem communication descriptor. Scope:
the problem communication descriptor. Scope: local
_desc_type.
Type: required
psb -
-
+
trans
-
-
Scope:
Scope:
Type: optional
Intent: Specified as: a character. -
-
+
work
-
-
an optional work space Scope:
an optional work space Scope: local
Type: optional
Intent: inout.
Specified as: a double precision array.
+
-
-
+
On Return
-
-
+
-
-
+
y
-
-
the destination vector. Scope:
the destination vector. Scope: local
_vect_type.
Type: required
_T -
-
+
info
-
-
Error code.
Error code.
Scope: local
Type: An integer value; 0 means no error has been detected.
-
+
+
-
-
+
Type:
-
-
Asynchronous. +
Asynchronous.
-
-
+
On Entry
-
-
+
-
-
+
prec
-
-
the preconditioner. Scope:
the preconditioner. Scope: local
.
Type: required
in
Specified as: a preconditioner data structure psb_prec_Tprec_type. -
-
+
iout
-
-
output unit. Scope:
output unit. Scope: local
Type: optional
Intent: in.
Specified as: an integer number. Default: default output unit. -
-
+
root
-
-
Process from which to print Scope:
Process from which to print Scope: local
1, in which case class="zplmr7y-">-
Type: optional
-
+
On Return
+
+
info
Error code.
Error code.
Scope: local
Type: An integer value; 0 means no error has been detected.
-
+
+
-
-
+
Type:
-
-
Asynchronous. +
Asynchronous.
-
-
+
On Entry
-
-
+
-
-
+
prec
-
-
the preconditioner.
the preconditioner.
Scope: local.
+
-
-
+
On Return
-
-
+
-
-
+
precout
-
-
A copy of the input object. +
A copy of the input object.
-
-
+
info
-
-
Return code.
Return code. @@ -924,26 +933,26 @@ class="description">
call prec%free(info)-
-
+
+
-
-
+
Type:
-
-
Asynchronous. +
Asynchronous.
-
-
+
On Entry
-
-
+
-
-
+
prec
-
-
the preconditioner.
the preconditioner.
Scope: local.
Type: inout.
Specified as: a preconditioner data structure psb_prec_Tprec_type. -
-
+
On Exit
-
-
+
-
-
+
prec
-
-
Scope:
Scope: local
.
Type: required
inout
Specified as: a preconditioner data structure psb_prec_Tprec_type. -
-
+
info
-
-
Scope:
Scope: global
Type: required
Intent: out.
Error code: if no error, 0 is returned.
Notes Releases all internal storage.
diff --git a/docs/html/userhtmlse11.html b/docs/html/userhtmlse11.html
index 460347a4..bd2de1e4 100644
--- a/docs/html/userhtmlse11.html
+++ b/docs/html/userhtmlse11.html
@@ -82,7 +82,7 @@ iteration.
-
@@ -524,7 +524,7 @@ class="zplmr7m-x-x-76">i
diff --git a/docs/html/userhtmlse12.html b/docs/html/userhtmlse12.html
index d5ab2548..70b3b138 100644
--- a/docs/html/userhtmlse12.html
+++ b/docs/html/userhtmlse12.html
@@ -42,11 +42,11 @@ class="cmtt-10">http://sourceforge.net/projects/librsb/ The infrastructure laid out in the base library to allow for these extensions is detailed in
the references [20, 21, 10]; the CUDA-specific data formats are described
+href="userhtmlli2.html#XDesPat:11">21call psb_krylovin.
.
Specified as: a structured data of type psb_prec_Tprec_type.
call psb_richardsonin., 22, 11]; the CUDA-specific data formats are described
in [22].
+href="userhtmlli2.html#XOurTechRep">23]
Specified as: a structured data of type psb_prec_Tprec_type.
12.1 Using the extensions
@@ -149,120 +149,120 @@ the base classes in PSBLAS, through the Fortran 2003 mechanism of type extension [17]. +href="userhtmlli2.html#XMRC:11">18].The data classes are divided between the general purpose CPU extensions, the GPU interfaces and the RSB interfaces. In the description we will make use of the notation introduced in Table 23. +href="#x19-148001r22">22.
-
| Name | Name | Description | |
| M | M | Number of rows in matrix | |
| N | N | Number of columns in matrix | |
| NZ | NZ | Number of nonzeros in matrix | |
| AVGNZR | AVGNZR | Average number of nonzeros per row | |
| MAXNZR | MAXNZR | Maximum number of nonzeros per row | |
| NDIAG | NDIAG | Numero of nonzero diagonals | |
| AS | AS | Coefficients array | |
| IA | IA | Row indices array | |
| JA | JA | Column indices array | |
| IRP | IRP | Row start pointers array | |
| JCP | JCP | Column start pointers array | |
| NZR | NZR | Number of nonzeros per row array | |
| OFFSET | OFFSET | Offset for diagonals | |
up]
psb_cuda_init — Initializes PSBLAS-CUDA environment
+ id="Q1-20-194">
@@ -70,7 +70,7 @@ class="pplb7t-x-x-120">Notes
psb_cuda_exit — Exit from PSBLAS-CUDA environment
+ id="Q1-20-196">
@@ -108,7 +108,7 @@ class="newline" />Specified as: an integer variable.
psb_cuda_DeviceSync — Synchronize CUDA device
+ id="Q1-20-198">
@@ -125,7 +125,7 @@ CUDA-side code, have completed.
psb_cuda_getDeviceCount
+ id="Q1-20-200">
@@ -138,7 +138,7 @@ ngpus = psb_cuda_getDeviceCount()
psb_cuda_getDevice
+ id="Q1-20-202">
@@ -154,7 +154,7 @@ ngpus = psb_cuda_getDevice()
psb_cuda_setDevice
+ id="Q1-20-204">
@@ -167,7 +167,7 @@ info = psb_cuda_setDevice(dev)
psb_cuda_DeviceHasUVA
+ id="Q1-20-206">
@@ -180,7 +180,7 @@ hasUva = psb_cuda_DeviceHasUVA()
psb_cuda_WarpSize
+ id="Q1-20-208">
@@ -196,7 +196,7 @@ nw = psb_cuda_WarpSize()
psb_cuda_MultiProcessors
+ id="Q1-20-210">
@@ -209,7 +209,7 @@ nmp = psb_cuda_MultiProcessors()
psb_cuda_MaxThreadsPerMP
+ id="Q1-20-212">
@@ -222,7 +222,7 @@ nt = psb_cuda_MaxThreadsPerMP()
psb_cuda_MaxRegistersPerBlock
+ id="Q1-20-214">
@@ -238,7 +238,7 @@ nr = psb_cuda_MaxRegistersPerBlock()
psb_cuda_MemoryClockRate
+ id="Q1-20-216">
@@ -251,7 +251,7 @@ cl = psb_cuda_MemoryClockRate()
psb_cuda_MemoryBusWidth
+ id="Q1-20-218">
@@ -264,7 +264,7 @@ nb = psb_cuda_MemoryBusWidth()
psb_cuda_MemoryPeakBandwidth
+ id="Q1-20-220">
@@ -282,6 +282,10 @@ bw = psb_cuda_MemoryPeakBandwidth()
+
+
+
+
diff --git a/docs/html/userhtmlse2.html b/docs/html/userhtmlse2.html
index f9fb994e..7ef19577 100644
--- a/docs/html/userhtmlse2.html
+++ b/docs/html/userhtmlse2.html
@@ -35,7 +35,7 @@ process are executed through calls to the serial sparse BLAS subroutines. In a
similar way, the inter-process message exchanges are encapsulated in an
applicaiton layer that has been strongly inspired by the Basic Linear Algebra
Communication Subroutines (BLACS) library [6]. Usually there is no need to deal
+href="userhtmlli2.html#XBLACS">7]. Usually there is no need to deal
directly with MPI; however, in some cases, MPI routines are used directly
to improve efficiency. For further details on our communication layer see
Sec. BLOCK, as well as completely
arbitrary assignments of equation indices to processes. In particular it is
consistent with the usage of graph partitioning tools commonly available in
the literature, e.g. METIS [13]. Dense vectors conform to sparse matrices,
+href="userhtmlli2.html#XMETIS">14]. Dense vectors conform to sparse matrices,
that is, the entries of a vector follow the same distribution of the matrix
rows.
We assume that the sparse matrix is built in parallel, where each process generates
@@ -164,8 +164,8 @@ class="description">
Overlap points do not usually exist in the basic data distributions; however they are a
feature of Domain Decomposition Schwarz preconditioners which are the subject of
related research work [3, 2].
+href="userhtmlli2.html#X2007c">4, 3].
We denote the sets of internal, boundary and halo points for a given subdomain
by ![]()
_Tspmat_type class contains all information about the local portion of the
sparse matrix and its storage mode. Its design is based on the STATE design
pattern [12] as detailed in [10]; the type declaration is shown in figure 13] as detailed in [11]; the type declaration is shown in figure 2 where T is
a placeholder for the data type and precision variants
-
diff --git a/docs/html/userhtmlse6.html b/docs/html/userhtmlse6.html
index 382f28d3..9369ac6f 100644
--- a/docs/html/userhtmlse6.html
+++ b/docs/html/userhtmlse6.html
@@ -3843,7 +3843,7 @@ class="pplb7t-">in.
Specified as: a preconditioner data structure psb_prec_Tprec_type.
diff --git a/docs/html/zplmr7y-42.png b/docs/html/zplmr7y-42.png
new file mode 100644
index 00000000..1879254d
Binary files /dev/null and b/docs/html/zplmr7y-42.png differ
diff --git a/docs/html/zplmr7y-48.png b/docs/html/zplmr7y-48.png
new file mode 100644
index 00000000..a3d208c1
Binary files /dev/null and b/docs/html/zplmr7y-48.png differ
diff --git a/docs/html/zplmr7y-49.png b/docs/html/zplmr7y-49.png
new file mode 100644
index 00000000..230ddcab
Binary files /dev/null and b/docs/html/zplmr7y-49.png differ
diff --git a/docs/psblas-3.9.pdf b/docs/psblas-3.9.pdf
index 3779ddf4..4cb1ebcb 100644
--- a/docs/psblas-3.9.pdf
+++ b/docs/psblas-3.9.pdf
@@ -3318,40 +3318,40 @@ BT
0 g 0 G
[-970(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(155)]TJ
+ [-1000(154)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
0 -11.955 Td [(10.4)-550(apply)-250(\227)-250(Pr)18(econditioner)-250(application)-250(r)18(outine)]TJ
0 g 0 G
[-421(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(157)]TJ
+ [-1000(156)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
0 -11.955 Td [(10.5)-550(descr)-250(\227)-250(Prints)-250(a)-250(description)-250(of)-250(curr)18(ent)-250(pr)18(econditioner)]TJ
0 g 0 G
[-350(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(158)]TJ
+ [-1000(157)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
0 -11.955 Td [(10.6)-550(clone)-250(\227)-250(clone)-250(curr)18(ent)-250(pr)18(econditioner)]TJ
0 g 0 G
[-260(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(159)]TJ
+ [-1000(158)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
0 -11.956 Td [(10.7)-550(fr)18(ee)-250(\227)-250(Fr)18(ee)-250(a)-250(pr)18(econditioner)]TJ
0 g 0 G
[-341(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(160)]TJ
+ [-1000(159)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
/F75 9.9626 Tf -14.944 -21.917 Td [(11)-500(Iterative)-250(Methods)]TJ
0 g 0 G
- [-23362(161)]TJ
+ [-23362(160)]TJ
0 0 1 rg 0 0 1 RG
/F84 9.9626 Tf 14.944 -11.956 Td [(11.1)-520(psb)]TJ
ET
@@ -3364,7 +3364,7 @@ BT
0 g 0 G
[-746(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(162)]TJ
+ [-1000(161)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-41.922 -11.955 Td [(11.2)-520(psb)]TJ
@@ -3378,44 +3378,44 @@ BT
0 g 0 G
[-839(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(165)]TJ
+ [-1000(164)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
/F75 9.9626 Tf -56.866 -21.918 Td [(12)-500(Extensions)]TJ
0 g 0 G
- [-26557(168)]TJ
+ [-26557(167)]TJ
0 0 1 rg 0 0 1 RG
/F84 9.9626 Tf 14.944 -11.955 Td [(12.1)-550(Using)-250(the)-250(extensions)]TJ
0 g 0 G
[-783(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(168)]TJ
+ [-1000(167)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
0 -11.955 Td [(12.2)-550(Extensions')-250(Data)-250(Str)8(uctur)18(es)]TJ
0 g 0 G
[-797(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(169)]TJ
+ [-1000(168)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
0 -11.955 Td [(12.3)-550(CPU-class)-250(extensions)]TJ
0 g 0 G
[-544(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(169)]TJ
+ [-1000(168)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
0 -11.955 Td [(12.4)-550(CUDA-class)-250(extensions)]TJ
0 g 0 G
[-346(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(176)]TJ
+ [-1000(175)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
/F75 9.9626 Tf -14.944 -21.918 Td [(13)-500(CUDA)-250(Environment)-250(Routines)]TJ
0 g 0 G
- [-17779(177)]TJ
+ [-17779(176)]TJ
0 0 1 rg 0 0 1 RG
/F84 9.9626 Tf 14.944 -11.955 Td [(psb)]TJ
ET
@@ -3435,7 +3435,7 @@ BT
0 g 0 G
[-304(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(177)]TJ
+ [-1000(176)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-44.393 -11.955 Td [(psb)]TJ
@@ -3456,7 +3456,7 @@ BT
0 g 0 G
[-932(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(177)]TJ
+ [-1000(176)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-44.393 -11.956 Td [(psb)]TJ
@@ -3477,7 +3477,7 @@ BT
0 g 0 G
[-405(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(178)]TJ
+ [-1000(177)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-44.393 -11.955 Td [(psb)]TJ
@@ -3498,7 +3498,7 @@ BT
0 g 0 G
[-635(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(178)]TJ
+ [-1000(177)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-44.393 -11.955 Td [(psb)]TJ
@@ -3519,7 +3519,7 @@ BT
0 g 0 G
[-401(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(178)]TJ
+ [-1000(177)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-44.393 -11.955 Td [(psb)]TJ
@@ -3540,7 +3540,7 @@ BT
0 g 0 G
[-533(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(178)]TJ
+ [-1000(177)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-44.393 -11.955 Td [(psb)]TJ
@@ -3561,7 +3561,7 @@ BT
0 g 0 G
[-839(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(178)]TJ
+ [-1000(177)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-44.393 -11.955 Td [(psb)]TJ
@@ -3582,7 +3582,7 @@ BT
0 g 0 G
[-595(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(178)]TJ
+ [-1000(177)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-44.393 -11.956 Td [(psb)]TJ
@@ -3603,7 +3603,7 @@ BT
0 g 0 G
[-674(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(178)]TJ
+ [-1000(177)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-44.393 -11.955 Td [(psb)]TJ
@@ -3624,7 +3624,7 @@ BT
0 g 0 G
[-718(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(178)]TJ
+ [-1000(177)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-44.393 -11.955 Td [(psb)]TJ
@@ -3645,7 +3645,7 @@ BT
0 g 0 G
[-538(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(179)]TJ
+ [-1000(178)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-44.393 -11.955 Td [(psb)]TJ
@@ -3666,7 +3666,7 @@ BT
0 g 0 G
[-970(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
0 g 0 G
- [-1000(179)]TJ
+ [-1000(178)]TJ
0 g 0 G
0 0 1 rg 0 0 1 RG
-44.393 -11.955 Td [(psb)]TJ
@@ -3687,7 +3687,7 @@ BT
0 g 0 G
[-346(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)-500(.)]TJ
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108.254 -169.365 Td [(iv)]TJ
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1 0 0 rg 1 0 0 RG
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0.98 0 0 1 289.813 503.326 Tm [(];)-220(suf)18(\002cient)-203(suppor)1(t)-203(for)-203(Fortran)-202(2003)]TJ 1.02 0 0 1 99.895 491.371 Tm [(is)-269(now)-268(available)-269(fr)18(om)-269(many)-268(compilers,)-275(including)-269(the)-268(GNU)-269(Fortran)-268(compiler)]TJ 1 0 0 1 99.895 479.416 Tm [(fr)18(om)-250(the)-250(Fr)18(ee)-250(Softwar)18(e)-250(Foundation)-250(\050as)-250(of)-250(version)-250(4.8\051.)]TJ 0.98 0 0 1 114.839 467.352 Tm [(Pr)18(evious)-234(appr)19(oaches)-234(have)-234(been)-234(based)-234(on)-234(mixing)-234(Fortran)-234(95,)-239(with)-234(its)-234(support)]TJ 1.02 0 0 1 99.895 455.397 Tm [(for)-260(object-based)-260(design,)-264(with)-260(other)-260(languages;)-267(these)-260(have)-260(been)-260(advocated)-260(by)]TJ 1.016 0 0 1 99.895 443.442 Tm [(a)-246(number)-246(of)-247(aut)1(hors,)-247(e.g.)-246([)]TJ
1 0 0 rg 1 0 0 RG
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1.016 0 0 1 227.261 443.442 Tm [(].)-305(Mor)17(eover)73(,)-246(the)-246(Fortran)-246(95)-247(facil)1(ities)-247(for)-246(dynamic)]TJ 1.006 0 0 1 99.895 431.486 Tm [(memory)-248(management)-248(and)-247(interface)-248(overloading)-248(gr)18(eatly)-248(enhance)-247(the)-248(usability)]TJ 1.02 0 0 1 99.895 419.531 Tm [(of)-287(the)-287(PSBLAS)-288(su)1(br)17(outines.)-430(In)-287(this)-287(way)109(,)-298(the)-287(library)-288(can)-287(take)-287(car)18(e)-287(of)-288(r)8(untime)]TJ 1.02 0 0 1 99.895 407.576 Tm [(memory)-248(r)17(equ)1(ir)17(ements)-248(that)-248(ar)18(e)-249(quite)-248(dif)18(\002cult)-248(or)-248(even)-248(impossible)-248(to)-248(pr)17(edict)-248(at)]TJ 1 0 0 1 99.895 395.621 Tm [(implementation)-250(or)-250(compilation)-250(time.)]TJ 14.944 -12.064 Td [(The)-249(pr)18(esentation)-250(of)-249(the)-250(PSBLAS)-249(library)-249(follows)-250(the)-249(general)-249(str)8(uctur)18(e)-250(of)-249(the)]TJ 0.98 0 0 1 99.596 371.602 Tm [(pr)18(oposal)-255(for)-255(serial)-254(Sparse)-255(BLAS)-255([)]TJ
1 0 0 rg 1 0 0 RG
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0 g 0 G
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0.98 0 0 1 256.998 371.602 Tm [(],)-255(which)-255(in)-255(its)-255(turn)-255(is)-255(based)-255(on)-255(the)-255(pr)19(oposal)]TJ 1 0 0 1 99.895 359.647 Tm [(for)-250(BLAS)-250(on)-250(dense)-250(matrices)-250([)]TJ
1 0 0 rg 1 0 0 RG
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[(;)-251(lower)-251(layers)-251(of)-250(the)-251(library)-251(indi)1(cate)-251(an)]TJ 1.005 0 0 1 150.705 524.952 Tm [(encapsulation)-247(r)18(elationship)-247(with)-247(upper)-247(layers.)-308(The)-247(ongoing)-247(discussion)-246(focuses)]TJ 1.018 0 0 1 150.705 512.997 Tm [(on)-244(the)-245(Fortran)-244(2003)-245(layer)-244(immediately)-245(below)-244(the)-245(application)-244(layer)73(.)-305(The)-244(serial)]TJ 0.98 0 0 1 150.406 501.041 Tm [(parts)-246(of)-245(the)-246(computation)-246(on)-245(each)-246(pr)18(ocess)-245(ar)18(e)-246(executed)-245(thr)18(ough)-246(calls)-245(to)-246(the)-246(serial)]TJ 0.98 0 0 1 150.705 489.086 Tm [(sparse)-243(BLAS)-243(subr)18(outines.)-312(In)-243(a)-243(similar)-243(way)113(,)-245(the)-243(inter)18(-pr)19(ocess)-243(message)-243(exchanges)]TJ 1 0 0 1 150.705 477.131 Tm [(ar)18(e)-251(encapsulated)-251(in)-251(an)-251(applicaiton)-251(layer)-251(that)-251(has)-251(been)-251(str)18(ongly)-251(inspir)18(ed)-251(by)-251(the)]TJ 0.987 0 0 1 150.705 465.176 Tm [(Basic)-251(Linear)-252(Algebra)-251(Communication)-251(Subr)18(outines)-251(\050BLACS\051)-252(library)-251([)]TJ
1 0 0 rg 1 0 0 RG
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0.987 0 0 1 452.135 465.176 Tm [(].)-313(Usually)]TJ 0.98 0 0 1 150.705 453.221 Tm [(ther)18(e)-240(is)-241(no)-241(need)-240(to)-241(deal)-241(dir)19(ectly)-241(with)-240(MPI;)-241(however)75(,)-243(in)-241(some)-240(cases,)-244(MPI)-241(r)19(outines)]TJ 0.98 0 0 1 150.705 441.266 Tm [(ar)18(e)-199(used)-198(dir)18(ectly)-199(to)-199(impr)18(o)1(ve)-199(ef)18(\002ciency)113(.)-298(For)-199(further)-199(det)1(ails)-199(on)-199(our)-199(communication)]TJ 1 0 0 1 150.705 429.31 Tm [(layer)-250(see)-250(Sec.)]TJ
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1 0 0 rg 1 0 0 RG
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0 g 0 G
1.02 0 0 1 285.992 610.488 Tm [(].)-433(Dense)-289(vectors)-288(conform)-288(to)-288(sparse)]TJ 0.98 0 0 1 99.895 598.532 Tm [(matrices,)-228(that)-222(is,)-228(the)-221(entries)-221(of)-222(a)-221(vector)-222(follow)-221(the)-221(same)-222(distribution)-221(of)-221(the)-222(matrix)]TJ 1 0 0 1 99.895 586.577 Tm [(r)18(ows.)]TJ 1.02 0 0 1 114.839 573.93 Tm [(W)90(e)-290(assume)-290(that)-291(the)-290(sparse)-290(matrix)-290(is)-291(built)-290(in)-290(parallel,)-302(wher)18(e)-290(each)-291(pr)18(ocess)]TJ 1.002 0 0 1 99.895 561.974 Tm [(generates)-249(its)-249(own)-250(port)1(ion.)-310(W)92(e)-249(never)-249(r)18(equir)18(e)-250(th)1(at)-250(the)-249(entir)18(e)-249(matrix)-249(be)-249(available)]TJ 0.98 0 0 1 99.895 550.019 Tm [(on)-244(a)-244(single)-244(node.)-313(However)76(,)-247(it)-244(is)-244(possible)-244(to)-244(hold)-244(the)-244(entir)19(e)-244(matrix)-245(in)-244(one)-244(pr)19(ocess)]TJ 0.98 0 0 1 99.895 538.064 Tm [(and)-199(distr)1(ibute)-199(it)-198(explicitly)]TJ
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1 0 0 rg 1 0 0 RG
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[(,)]TJ
1 0 0 rg 1 0 0 RG
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ET
q
-1 0 0 1 204.216 706.328 cm
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Q
BT
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-/F84 9.9626 Tf 0.99 0 0 1 160.667 644.481 Tm [(normwise)-253(backwar)19(d)-253(err)18(or)-252(in)-253(the)-252(in\002nity)-253(norm;)-252(the)-253(iteration)-252(is)-253(stopped)-252(when)]TJ/F78 9.9626 Tf 1 0 0 1 269.703 617.617 Tm [(e)-15(r)-25(r)]TJ/F181 10.3811 Tf 15.141 0 Td [(=)]TJ/F179 10.3811 Tf 40.619 6.745 Td [(k)]TJ/F78 9.9626 Tf 5.34 0 Td [(r)]TJ/F78 7.5716 Tf 4.042 -1.96 Td [(i)]TJ/F179 10.3811 Tf 2.875 1.96 Td [(k)]TJ
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ET
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ET
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ET
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ET
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ET
q
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ET
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ET
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ET
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ET
@@ -27743,20 +27963,20 @@ endobj
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+ k k k
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uC k6 k7 k< k4? k8 k: k; uM kA kBy, kF k=dt kC kD k> k? k@ u@ u? kH kI kK kG kJ kY kW kL kM kO kP kQ kR kS kT kU kV kX kZ k[ k\ k] k^ k_ k` ka kb kc "&
+
/ % Q| ! " # $ ' ( 3 &j ) * + , - . / 0 1 2 5 6 < 4x 7 B = > # J C D G P Kx L R S T Y Q؝ U X uL \ ` Z6 [ ] + a b +t + +J + $ + +
+\ + + +t + + +` + + + + + + +' + +! +& +* +. +( +) % +0 +1 +4 +/b +2 +P +6 +> +< +52 +7 +; +@ +B +=
+/ +? +F +C +D +H +I +J +K +L +M +S +Q +G Z +N +T +U +W +R:x +V & +Y +Z +[ +\ +] +a +XD7 +^ +` +c +bc (
+ b ' $ ! # & ' ( , % ) + 0 -&z . / 2 3 4 8 12 5 7 ; 9P : = > ? C <Sg @ B ( L Dn E F G H I J K N O P T M Q S V W [ U X Z ] ^ b \ _ a
+ ce
5 ) * ! " # % J $ ' ( * &h ) , - . / 0 1 2 6 +zp 3 5 9 7 8 ; < = > ? E F C :N @ B * H D G J K L M N R I O Q T W S U Y Z [ g _ X \ ^ g g ` g g a b c g g p gH { g
+ g# g + g g
g g g H g g g2 g g g g1 g g g g g' g g g g( g g& g g! g" g# g$ g% =? g* g+ g, g0 g) j g- g/ g3 g1 g2 , g5 g; g9 g4 g6 g8 g< g= g? g: g> gD g@ gA gF gI gE ) gG gH gK gN gJ gL gM gV gO # gP gQ gR gS gT gU - gX g[ gW /~ gY g] gb g\ K g^ g_ g` ga gc X" X
b . z " ӎ ! ( # $ % & ' . , ) Y * / 0 7 - 1 2 3 4 5 6 @ 8 # 9 : ; < = > ? / B C D G A 7 E Q H S? I J K L M N O P S T W R a U Y Z ^ X m [ ] ` a D _ | b ] D D + D D 0 D D D
+ D E D D D N D D
D D D D D D D D D D D D D D D" D D D$ D' D# z D% 1 D, D( , D) D* D+ D. D1 D- / D/ D3 D7 D2 F D4 D6 D9 D= D8 S D: D< D? DC D> h D@ DB DE DI DD u DF DH 2 DK DP DJ ' DL DN DO DR DW DQ DS DU DV DY D\ DX ` DZ Db D] ] D^ D_ D` Da Dc Z !U q 3
+ H
< =r % TM ! # $ , & f ' ) * + 0 - x . 4 4 1 = 2 8 5 6 < 9 : @ = } > D A B J E F G H I 5 N K " L T O P Q R S X U E V ^ Y!~ Z [ \ ] b _!( ` # c!@ # # # # 6"u # #!{# # # # ! #
+ # # #
# #! # # #! # # # # # #!$ # #$ # !? # # # #! #" ## 7 #) #%" #& #( #. #*" / #+ #- #0 #1 #4 #/"5h #2 #7 #8 #9 #5"P #6 #? #:"yc #; #= #> #E #@" #A #C #D 8 #K #F"( #G #I #J #Q #L" #M #O #P #U #R" #S #W #\ #V"H #X #Z #[ #^ #c #]" #_ #a #b "S $! 9
" #
+: #' #E " #G $ % & * ##M ' ) : 6 , - . / 4 2 +#a 0 7 3#rM 5 u> 9 : ; < ? 8# = B @# A D E F G J C#ʒ H L O K# M ; S P# Q U V Y T# W ] Z# [ _ ` ^$ P a c %
+ $M> $i
< ${ $ ! $ # % & ' ( ) - "$l * $ uU uV / 0% 1%CH I ; 7 .$ 2 5 6 uQ = K A 8% < > ? @ = 9 :%$ T V B%% J L M N O P Q R S U C D%M E F G%N H%O %P %oy % ^ _ ` u W%x a b c X Y Z [ \% ]%: %0 % u
+ u 'J &( u u u& u u u
u u u u u&3 u&4 &5 &N & u u u&Y u u u u& u u u& u& & & u u& u u u & u > u' u!&l u" u% u2 u(& u) u9 u3'
+ u4 uI u:' u; u< u= uF uH uX uJ'2 uK uS uW uY uZ u[ u\ u] u^ u_ u` ua ub uc +<% '{ ' ' ' '# ' (R (O )$
+) ) *A
* * * + t + + +7 + + ` +! +% +* +0 +6 ? @ A B C D E F+= + $ % & ' ( ) * + , - . / 0 1 2 3 4 5 6 7 8 9 : ; < = > ? @ A B C D E F G H I J K L M N O P Q R S T U V W X Y Z [ \ ] ^ _ ` a b c B + B B B B B B B B B B
+ B B B
B B B B B B B B B B B B B B B B B B B B! B" B# B$ B% B& B' B( B) B* B+ B, B- B. B/ B0 B1 B2 B3 B4 B5 B6 B7 B8 B9 B: B; B< B= B> B?+ ,
endstream
endobj
startxref
-2882598
+2889113
%%EOF
diff --git a/docs/src/biblio.tex b/docs/src/biblio.tex
index 5ba3605c..41fa7ddd 100644
--- a/docs/src/biblio.tex
+++ b/docs/src/biblio.tex
@@ -8,6 +8,11 @@ in J.~Dongarra, K.~Madsen, J.~Wasniewski, editors,
Proceedings of PARA~04 Workshop on State of the Art
in Scientific Computing, pp.~546--553, Lecture Notes in Computer Science,
Springer, 2005.
+\bibitem{BERTACCINIFILIPPONE}
+D. Bertaccini\ and\ S. Filippone,
+{\em Sparse approximate inverse preconditioners on high performance GPU platforms},
+Comput. Math. Appl., 71, (2016), no.~3, 693--711.
+%
\bibitem{2007d} A. Buttari, D. di Serafino, P. D'Ambra, S. Filippone,\newblock
2LEV-D2P4: a package of high-performance preconditioners,\newblock
Applicable Algebra in Engineering, Communications and Computing,
@@ -183,7 +188,14 @@ MIT Press, 1998.
{\em Scientific Programming\/}~{\em 22,\/}~1, 1--19.
\bibitem{OurTechRep}
D.~Barbieri, V.~Cardellini, A.~Fanfarillo, S.~Filippone, Three storage formats
- for sparse matrices on {GPGPUs}, Tech. Rep. DICII RR-15.6, Universit\`a di
+ for sparse matrices on {GPGPUs}, Tech. Rep. DICII RR-15.6,
+ Universit\`a di
Roma Tor Vergata (February 2015).
+\bibitem{Filippone:2017:SMM:3034774.3017994}
+S.~Filippone, V.~Cardellini, D.~Barbieri, and A.~Fanfarillo.
+ Sparse matrix-vector multiplication on {GPGPUs}.
+ {\em ACM Trans. Math. Softw.}, 43(4):30:1--30:49, 2017.
+
+
\end{thebibliography}
diff --git a/docs/src/error.tex b/docs/src/error.tex
index e6bb0d2d..07d009d8 100644
--- a/docs/src/error.tex
+++ b/docs/src/error.tex
@@ -1,6 +1,6 @@
-\section{Error handling}
+\section{Error handling\label{sec:errors}}
The PSBLAS library error handling policy has been completely rewritten
in version 2.0. The idea behind the design of this new error handling
diff --git a/docs/src/precs.tex b/docs/src/precs.tex
index 9211f594..30243827 100644
--- a/docs/src/precs.tex
+++ b/docs/src/precs.tex
@@ -76,11 +76,10 @@ $ptype$ string as follows\footnote{The string is case-insensitive}:
\item[DIAG] Diagonal scaling; each entry of the input vector is
multiplied by the reciprocal of the sum of the absolute values of
the coefficients in the corresponding row of matrix $A$;
-\item[BJAC] Precondition by a factorization of the
- block-diagonal of matrix $A$, where block boundaries are determined
- by the data allocation boundaries for each process; requires no
- communication. Only the incomplete factorization $ILU(0)$ is
- currently implemented.
+\item[BJAC] Precondition by a factorization or an approximante inverse
+ of the block-diagonal of matrix $A$, where block boundaries are
+ determined by the data allocation boundaries for each process;
+ requires no communication. See also Table-\ref{tab:p_subsolve_1}.
\end{description}
@@ -105,13 +104,13 @@ contained in \fortinline|val|.
\fortinline|what| & \fortinline|character(len=*)|. \\
& The parameter to be set. It can be specified through its name;
the string is case-insensitive. See
- Tables~\ref{tab:p_cycle}-\ref{tab:p_smoother_1}.\\
+ Table~\ref{tab:p_subsolve_1}.\\
\fortinline|val | & \fortinline|integer| \emph{or} \fortinline|character(len=*)| \emph{or}
\fortinline|real(psb_spk_)| \emph{or} \fortinline|real(psb_dpk_)|,
\fortinline|intent(in)|.\\
& The value of the parameter to be set. The list of allowed
values and the corresponding data types is given in
- Tables~\ref{tab:p_cycle}-\ref{tab:p_smoother_1}.
+ Table~\ref{tab:p_subsolve_1}.
When the value is of type \fortinline|character(len=*)|,
it is also treated as case insensitive.\\
\fortinline|info| & \fortinline|integer, intent(out)|.\\
@@ -123,13 +122,14 @@ contained in \fortinline|val|.
\noindent
A number of subdomain solvers can be chosen with this method;
a list of the parameters that can be set, along with their allowed and
-default values, is given in Tables~\ref{tab:p_cycle}-\ref{tab:p_smoother_1}.\\
+default values, is given in Table-\ref{tab:p_subsolve_1}.\\
\bsideways
\begin{center}
\small
-\begin{tabular}{|p{3.6cm}|l|p{1.9cm}|p{3.6cm}|p{6.5cm}|}
+% \begin{tabular}{|p{3.6cm}|l|p{1.9cm}|p{3.6cm}|p{6.5cm}|}
+\begin{tabular}{|p{3.2cm}|l|p{2.6cm}|p{2.6cm}|p{6.7cm}|}
\hline
\fortinline|what| & \textsc{data type} & \fortinline|val| & \textsc{default} &
\textsc{comments} \\ \hline
@@ -148,20 +148,6 @@ default values, is given in Tables~\ref{tab:p_cycle}-\ref{tab:p_smoother_1}.\\
do not employ triangular system solve
kernels,
see~\cite{BERTACCINIFILIPPONE}.\\ \hline
-\hline
-\end{tabular}
-\end{center}
-\caption{Parameters defining the solver or the details of the one-level preconditioner.
-\label{tab:p_smoother}}
-\esideways
-
-\bsideways
-\begin{center}
-\small
-\begin{tabular}{|p{3.2cm}|l|p{2.6cm}|p{2.6cm}|p{6.7cm}|}
-\hline
-\fortinline|what| & \textsc{data type} & \fortinline|val| & \textsc{default} &
-\textsc{comments} \\ \hline
\fortinline|'SUB_FILLIN'| & \fortinline|integer|
& Any integer \par number~$\ge 0$
& 0
@@ -170,12 +156,41 @@ default values, is given in Tables~\ref{tab:p_cycle}-\ref{tab:p_smoother_1}.\\
& Any real number~$\ge 0$
& 0
& Drop tolerance $t$ in the ILU($p,t$) factorization. \\ \hline
-\hline
+\fortinline|'ILU_ALG'| & \fortinline|character(len=*)|
+ & \fortinline|'MILU'|
+ & \fortinline|'NONE'|
+ & ILU algorithmic variant \\ \hline
+\fortinline|'ILUT_SCALE'| & \fortinline|character(len=*)|
+ & \fortinline|'MAXVAL'| \par
+ \fortinline|'DIAG'| \par
+ \fortinline|'ARSWUM'| \par
+ \fortinline|'ARCSUM'| \par
+ \fortinline|'ACLSUM'| \par
+ \fortinline|'NONE'|
+ & \fortinline|'NONE'|
+ & ILU scaling strategy \\ \hline
+\fortinline|'INV_FILLIN'| & \fortinline|integer|
+ & Any integer \par number~$\ge 0$
+ & 0
+ & Second fill-in level $q$ of the INVK($p,q$)
+ approximate inverse. \\ \hline
+\fortinline|'INV_ILUTHRS'| & \fortinline|real(kind_parameter)|
+ & Any real number~$\ge 0$
+ & 0
+ & Second drop tolerance $s$ in the
+ INVT($t,s$) approximate inverse. \\ \hline
+\fortinline|'AINV_ALG'| & \fortinline|character(len=*)|
+ & \fortinline|'LLK'| \par
+ \fortinline|'SYM-LLK'| \par
+ \fortinline|'STAB-LLK'| \par
+ \fortinline|'MLK,LMX'|
+ & \fortinline|'LLK'|
+ & AINV algorithmic strategy. \\ \hline
\end{tabular}
\end{center}
-\caption{Parameters defining the smoother or the details of the one-level preconditioner
-(continued).\label{tab:p_smoother_1}}
-\esideways
+\caption{Parameters defining the solver of the BJAC
+ preconditioner.\label{tab:p_subsolve_1}}
+ \esideways
diff --git a/docs/src/userguide.tex b/docs/src/userguide.tex
index f2925f49..0c18c5dd 100644
--- a/docs/src/userguide.tex
+++ b/docs/src/userguide.tex
@@ -93,7 +93,7 @@
\newcommand{\example}{\stepcounter{example}%
\section*{\examplename~\theexample}}
-\newcommand{\precdata}{\hyperlink{precdata}{{\tt psb\_prec\_type}}}
+\newcommand{\precdata}{\hyperlink{precdata}{{\tt psb\_Tprec\_type}}}
\newcommand{\descdata}{\hyperlink{descdata}{{\tt psb\_desc\_type}}}
\newcommand{\spdata}{\hyperlink{spdata}{{\tt psb\_Tspmat\_type}}}
\newcommand{\vdata}{\hyperlink{vdata}{{\tt psb\_T\_vect\_type}}}
diff --git a/docs/src/userhtml.tex b/docs/src/userhtml.tex
index aa142adf..525fb895 100644
--- a/docs/src/userhtml.tex
+++ b/docs/src/userhtml.tex
@@ -84,7 +84,7 @@
\newcommand{\example}{\stepcounter{example}%
\section*{\examplename~\theexample}}
-\newcommand{\precdata}{\hyperlink{precdata}{{\tt psb\_prec\_type}}}
+\newcommand{\precdata}{\hyperlink{precdata}{{\tt psb\_Tprec\_type}}}
\newcommand{\descdata}{\hyperlink{descdata}{{\tt psb\_desc\_type}}}
\newcommand{\spdata}{\hyperlink{spdata}{{\tt psb\_Tspmat\_type}}}
\newcommand{\vdata}{\hyperlink{vdata}{{\tt psb\_T\_vect\_type}}}