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<div class="elementToProof"><span style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);" class="elementToProof">Hi Antimo,</span></div>
<div class="elementToProof"><span style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);" class="elementToProof">short answer based on my personal experience with the gtx1050 is:
 yes, speed-up is clearly observable and I would say significant, much lower than V100 or any other hpc GPU though. If you want some numbers I remember a benchmark I did a year ago limited to the V_xc  calculation in PW (a few density FFTs per SCF step and
 some loops on the density grid). For a small test (water molecule) on 1 MPI I obtained about 2x with respect to CPU only on my laptop, while I got 8-9x on a V100 system. From what I could see and hear from other people (not much) acceleration is observable
 starting from Pascal (cc60) architecture onwards, regarding 'non-hpc' GPUs.<br>
</span></div>
<div class="elementToProof"><span style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);" class="elementToProof">Honestly I never went further than this, but I doubt that single
 precision mostly based GPUs could provide advantages in terms of performance/consumption. But my technical knowledge on this is very limited, so I don't want to provide any definitive statement.</span></div>
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</span></div>
<div class="elementToProof"><span style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);" class="elementToProof">Best,</span></div>
<div class="elementToProof"><span style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);" class="elementToProof">Fabrizio<br>
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<div id="divRplyFwdMsg" dir="ltr"><font face="Calibri, sans-serif" style="font-size:11pt" color="#000000"><b>From:</b> users <users-bounces@lists.quantum-espresso.org> on behalf of MARRAZZO ANTIMO <ANTIMO.MARRAZZO@units.it><br>
<b>Sent:</b> Tuesday, December 6, 2022 12:38 PM<br>
<b>To:</b> Quantum ESPRESSO users Forum <users@lists.quantum-espresso.org><br>
<b>Subject:</b> Re: [QE-users] [QE-GPU] GTX 1650</font>
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<div style="line-break:after-white-space">Dear Fabrizio,
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<div>I am very interested in your experience on this, have you ever benchmarked QE PWscf on your “cheap” GTX 1050 versus HPC GPUs such as V100?</div>
<div>Or in other words, is the speedup provided by GTX 1050 significant? Especially considering the relative poor performance these cards have in double precision.</div>
<div>These cards cost an order of magnitude less than top-notch HPC GPUs, so it would be interesting for people to know whether the speed/price is actually potentially interesting.</div>
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<div>Thank you!</div>
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<div>Best regards,</div>
<div>Antimo</div>
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<div>Antimo Marrazzo<br>
Dipartimento di Fisica<br>
Università di Trieste<br>
Strada costiera 11<br>
34151 Trieste</div>
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<div>Il giorno 6 dic 2022, alle ore 09:58, Fabrizio Ferrari Ruffino <faferrar@sissa.it> ha scritto:</div>
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<span class="x_elementToProof" style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; background-color:rgb(255,255,255)">Hello,</span></div>
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<span class="x_elementToProof" style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; background-color:rgb(255,255,255)">I run sometimes QE on my laptop with the gtx 1050 (mainly for debugging). You just need to download the hpc_sdk toolkit.
 Of course you are limited to small calculations and I often find troubles when I try to run 2+ MPI on the same GPU. But you can certainly give it a try.<br>
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<span class="x_elementToProof" style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; background-color:rgb(255,255,255)">Cheers,<br>
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<span class="x_elementToProof" style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; background-color:rgb(255,255,255)">Fabrizio</span></div>
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<font face="Calibri, sans-serif" style="font-size:11pt"><b>From:</b><span class="x_Apple-converted-space"> </span>users <users-bounces@lists.quantum-espresso.org> on behalf of Marko Boskovic <boskovic@nanosys.ihtm.bg.ac.rs><br>
<b>Sent:</b><span class="x_Apple-converted-space"> </span>Monday, December 5, 2022 5:44 PM<br>
<b>To:</b><span class="x_Apple-converted-space"> </span>users@lists.quantum-espresso.org <users@lists.quantum-espresso.org><br>
<b>Subject:</b><span class="x_Apple-converted-space"> </span>[QE-users] [QE-GPU] GTX 1650</font>
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<div class="x_PlainText">Dear all,<br>
<br>
Is it possible to run QE-GPU on Nvidia GTX 1650?<br>
<br>
Best regards,<br>
Marko Boskovic<br>
<br>
University of Belgrade<br>
_______________________________________________<br>
The Quantum ESPRESSO community stands by the Ukrainian<br>
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Quantum ESPRESSO is supported by MaX (<a href="http://www.max-centre.eu/">www.max-centre.eu</a>)<br>
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 Quantum ESPRESSO community stands by the Ukrainian</span><br style="font-family:Helvetica; font-size:16px; font-style:normal; font-variant-caps:normal; font-weight:400; letter-spacing:normal; text-align:start; text-indent:0px; text-transform:none; white-space:normal; word-spacing:0px; text-decoration:none">
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 and expresses its concerns about the devastating</span><br style="font-family:Helvetica; font-size:16px; font-style:normal; font-variant-caps:normal; font-weight:400; letter-spacing:normal; text-align:start; text-indent:0px; text-transform:none; white-space:normal; word-spacing:0px; text-decoration:none">
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 and on the free and peaceful scientific, cultural,</span><br style="font-family:Helvetica; font-size:16px; font-style:normal; font-variant-caps:normal; font-weight:400; letter-spacing:normal; text-align:start; text-indent:0px; text-transform:none; white-space:normal; word-spacing:0px; text-decoration:none">
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 economic cooperation amongst peoples</span><br style="font-family:Helvetica; font-size:16px; font-style:normal; font-variant-caps:normal; font-weight:400; letter-spacing:normal; text-align:start; text-indent:0px; text-transform:none; white-space:normal; word-spacing:0px; text-decoration:none">
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