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@@ -31,7 +31,7 @@ class="cmr-12">GPU example</span></h4>
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<!--l. 422--><p class="noindent" ><span
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class="cmr-12">The code discussed here shows how to set up a program exploiting the combined GPU</span>
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<span
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class="cmr-12">capabilities of PSBLAS and AMG4PSBLAS. The code example is availabile in the</span>
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class="cmr-12">capabilities of PSBLAS and AMG4PSBLAS. The code example is available in the</span>
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<span
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class="cmr-12">source distribution directory </span><span class="obeylines-h"><span class="verb"><span
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class="cmtt-12">amg4psblas/tests/gpu</span></span></span><span
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@@ -83,11 +83,13 @@ class="content">setup of a GPU-enabled test program part one.</span></div><!--te
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<!--l. 481--><p class="indent" > <span
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class="cmr-12">We then have to initialize the GPU environment, and pass the appropriate MOLD</span>
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<span
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class="cmr-12">variables to the build methods</span>
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class="cmr-12">variables to the build methods (see also the PSBLAS and PSBLAS-EXT users’</span>
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<span
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class="cmr-12">guides).</span>
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<!--l. 483--><p class="indent" > <a
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<!--l. 484--><p class="indent" > <a
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id="x16-15002r6"></a><hr class="float"><div class="float"
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>
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@@ -95,7 +97,7 @@ class="cmr-12">variables to the build methods</span>
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<div class="center"
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>
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<!--l. 499--><p class="noindent" >
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<!--l. 500--><p class="noindent" >
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<div class="minipage"><pre class="verbatim" id="verbatim-11">
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  call psb_init(ctxt)
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  call psb_info(ctxt,iam,np)
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@@ -109,7 +111,7 @@ class="cmr-12">variables to the build methods</span>
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  call prec%smoothers_build(a,desc_a,info, amold=agmold, vmold=vgmold, imold=igmold)
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</pre>
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<!--l. 514--><p class="nopar" ></div></div>
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<!--l. 515--><p class="nopar" ></div></div>
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<br /> <div class="caption"
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><span class="id">Listing 6: </span><span
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class="content">setup of a GPU-enabled test program part two.</span></div><!--tex4ht:label?: x16-15002r6 -->
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@@ -117,16 +119,18 @@ class="content">setup of a GPU-enabled test program part two.</span></div><!--te
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</div><hr class="endfloat" />
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<!--l. 521--><p class="indent" > <span
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class="cmr-12">Finally, we convert the input matrix, the descriptor and the vectors, then</span>
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<!--l. 522--><p class="indent" > <span
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class="cmr-12">Finally, we convert the input matrix, the descriptor and the vectors to use a</span>
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<span
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class="cmr-12">preallocate the preconditioner workspace before entering the Krylov method. At the</span>
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class="cmr-12">GPU-enabled internal storage format. We then preallocate the preconditioner</span>
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<span
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class="cmr-12">end of the code, we close the GPU environment</span>
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class="cmr-12">workspace before entering the Krylov method. At the end of the code, we close the</span>
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<span
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class="cmr-12">GPU environment</span>
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<!--l. 524--><p class="indent" > <a
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<!--l. 526--><p class="indent" > <a
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id="x16-15003r7"></a><hr class="float"><div class="float"
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>
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@@ -134,7 +138,7 @@ class="cmr-12">end of the code, we close the GPU environment</span>
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<div class="center"
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>
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<!--l. 553--><p class="noindent" >
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<!--l. 555--><p class="noindent" >
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<div class="minipage"><pre class="verbatim" id="verbatim-12">
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  call desc_a%cnv(mold=igmold)
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  call a%cscnv(info,mold=agmold)
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@@ -158,7 +162,7 @@ class="cmr-12">end of the code, we close the GPU environment</span>
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  stop
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</pre>
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<!--l. 580--><p class="nopar" ></div></div>
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<!--l. 582--><p class="nopar" ></div></div>
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<br /> <div class="caption"
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><span class="id">Listing 7: </span><span
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class="content">setup of a GPU-enabled test program part three.</span></div><!--tex4ht:label?: x16-15003r7 -->
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@@ -166,7 +170,7 @@ class="content">setup of a GPU-enabled test program part three.</span></div><!--
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</div><hr class="endfloat" />
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<!--l. 588--><p class="indent" > <span
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<!--l. 590--><p class="indent" > <span
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class="cmr-12">It is very important to employ solvers that are suited to the GPU, i.e. solvers that</span>
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<span
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class="cmr-12">do NOT employ triangular system solve kernels. Solvers that satisfy this constraint</span>
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@@ -184,7 +188,7 @@ class="cmtt-12">INVT</span></span></span>
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</li>
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<li class="itemize"><span class="obeylines-h"><span class="verb"><span
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class="cmtt-12">AINV</span></span></span></li></ul>
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<!--l. 597--><p class="noindent" ><span
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<!--l. 599--><p class="noindent" ><span
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class="cmr-12">and their </span><span class="obeylines-h"><span class="verb"><span
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class="cmtt-12">L1</span></span></span> <span
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class="cmr-12">variants.</span>
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@@ -325,7 +325,7 @@ class="td11"><!--l. 124--><p class="noindent" ><span
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class="cmr-12">An auxiliary input argument that can be passed to the underlying</span>
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<span
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class="cmr-12">objects.</span> </td>
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</tr></table></div>
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</tr></table></div>
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<!--l. 129--><p class="noindent" >
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<!--l. 134--><p class="indent" > <span
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class="cmr-12">A variety of preconditioners can be obtained by setting the appropriate</span>
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@@ -421,7 +421,7 @@ call P%build(A,desc_A,info)
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The code discussed here shows how to set up a
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program exploiting the combined GPU capabilities of PSBLAS and
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AMG4PSBLAS. The code example is availabile in the source distribution
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AMG4PSBLAS. The code example is available in the source distribution
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directory \verb|amg4psblas/tests/gpu|.
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First of all, we need to include the appropriate modules and
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@@ -479,7 +479,8 @@ program amg_d_pde3d
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\end{listing}
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We then have to initialize the GPU environment, and pass the
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appropriate MOLD variables to the build methods
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appropriate MOLD variables to the build methods (see also the PSBLAS
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and PSBLAS-EXT users' guides).
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\begin{listing}[h!]
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\ifpdf
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\begin{minted}[breaklines=true,bgcolor=bg,fontsize=\small]{fortran}
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@@ -518,8 +519,9 @@ appropriate MOLD variables to the build methods
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\fi
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\caption{setup of a GPU-enabled test program part two.\label{fig:gpu-ex2}}
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\end{listing}
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Finally, we convert the input matrix, the descriptor and the vectors,
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then preallocate the preconditioner workspace before entering the
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Finally, we convert the input matrix, the descriptor and the vectors
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to use a GPU-enabled internal storage format.
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We then preallocate the preconditioner workspace before entering the
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Krylov method. At the end of the code, we close the GPU environment
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\begin{listing}[h!]
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\ifpdf
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