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Date: Thu, 5 Oct 2023 15:17:20 -0500 (CDT)
From: NVIDIA Developer Relations <news@nvidia.com>
Reply-To: news@nvidia.com
To: contact@serge.ai
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Subject: Your Personalized Developer News from NVIDIA
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       </tr>             </tbody>           </table>   </td>       </tr>   =
  </tbody>   </table>
<br><br><table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em=
_main_table" style=3D"width: 600px;margin:0 auto;" width=3D"600" id=3D"ext4=
-ext-gen3023">     <tbody id=3D"ext4-ext-gen3022">       <tr id=3D"ext4-ext=
-gen3021">         <td align=3D"center" valign=3D"top" id=3D"ext4-ext-gen30=
20"><table align=3D"left" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" =
class=3D"em_main_table" style=3D"width: 294px;float: left;" width=3D"294" i=
d=3D"ext4-ext-gen3019">             <tbody id=3D"ext4-ext-gen3018">        =
       <tr id=3D"ext4-ext-gen3017">                 <td align=3D"center" va=
lign=3D"top" id=3D"ext4-ext-gen3016"><table align=3D"center" border=3D"0" c=
ellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D"width: =
294px; " width=3D"294" id=3D"ext4-ext-gen3015">                     <tbody =
id=3D"ext4-ext-gen3014">                       <tr id=3D"ext4-ext-gen3013">=
                         <td align=3D"center" class=3D"em_main_table" style=
=3D"color: #1a1a1a; word-break: break-word;" valign=3D"top" width=3D"100%" =
id=3D"ext4-ext-gen3012"><div class=3D"mktoImg pointerCursor" id=3D"10065489=
" mktoname=3D"Module 8 Image" width=3D"100%" mktolockimgsize=3D"false" mkto=
lockimgstyle=3D"true"> <img alt=3D"294x166" class=3D"image-70-percent" heig=
ht=3D"auto" src=3D"https://developer-blogs.nvidia.com/wp-content/uploads/20=
23/09/ivf_blog_search2-768x432.png" style=3D"margin: 0; padding: 0; display=
: block; border: 0px; outline: none; max-width: 100%; height:auto;" width=
=3D"294"> </div>   </td>                       </tr>                     </=
tbody>                   </table>   </td>               </tr>             <=
/tbody>           </table>           <table align=3D"right" border=3D"0" ce=
llpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D"width: 2=
87px; float: right;" width=3D"287" id=3D"ext4-ext-gen3084">             <tb=
ody id=3D"ext4-ext-gen3083">               <tr id=3D"ext4-ext-gen3082">    =
             <td id=3D"ext4-ext-gen3081"><table align=3D"center" border=3D"=
0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D"wid=
th: 287px; " width=3D"287" id=3D"ext4-ext-gen3080">                     <tb=
ody id=3D"ext4-ext-gen3079">                       <tr id=3D"ext4-ext-gen30=
78">                         <td align=3D"left" class=3D"em_font em_cent mk=
toText em_top1 h3 pointerCursor" dir=3D"ltr" id=3D"10065491" mktoname=3D"Mo=
dule 8 Title" style=3D"color: #000000; word-break: break-word; font-family:=
 NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 20px;mso-line-height-=
rule:exactly; line-height: 1.25;">Accelerated Vector Search: Approximating =
with RAPIDS RAFT IVF-Flat</td>                       </tr>                 =
      <tr>                         <td height=3D"18" style=3D"mso-line-heig=
ht-rule:exactly; line-height:  18px; font-size: 18px;"><img alt=3D" " borde=
r=3D"0" height=3D"1" src=3D"https://info.nvidia.com/rs/156-OFN-742/images/s=
pacer.gif" style=3D"display: block;" width=3D"1"></td>                     =
  </tr>                       <tr id=3D"ext4-ext-gen3088">                 =
        <td align=3D"left" class=3D"em_font em_cent mktoText pointerCursor =
mktoElementSelected" dir=3D"ltr" id=3D"10065493" mktoname=3D"Module 8 Copy =
Block" style=3D"color:#1a1a1a; font-family: NVIDIAsans, Arial, Helvetica, S=
ans-Serif; font-size: 14px; mso-line-height-rule:exactly; line-height: 1.67=
;  word-break: break-word;">Performing an exhaustive exact k-nearest neighb=
or (kNN) search, also known as brute-force search, is expensive, and it doe=
sn=E2=80=99t scale particularly well to...</td>                       </tr>=
                       <tr>                         <td class=3D"em_spc_16"=
 height=3D"18" style=3D"mso-line-height-rule:exactly; line-height:  18px; f=
ont-size: 18px;"><img alt=3D" " border=3D"0" height=3D"1" src=3D"https://in=
fo.nvidia.com/rs/156-OFN-742/images/spacer.gif" style=3D"display: block;" w=
idth=3D"1"></td>                       </tr>                       <tr>    =
                     <td align=3D"left" bgcolor=3D"#ffffff" class=3D"em_cen=
t" style=3D"background-color: #ffffff;" valign=3D"top"><!--BUTTON START--> =
                       <table bgcolor=3D"#76B900" border=3D"0" cellpadding=
=3D"0" cellspacing=3D"0" class=3D"em_cent" id=3D"ext4-ext-gen3094">        =
                     <tbody id=3D"ext4-ext-gen3093">                       =
        <tr id=3D"ext4-ext-gen3092">                                  <!--[=
if mso]><td align=3D"left" class=3D"em_font mktoText button pointerCursor" =
dir=3D"ltr" id=3D"10065495" mktoname=3D"Module 8 Button" style=3D"color: #0=
00000; font-family: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 14=
px; mso-line-height-rule:exactly; line-height: 100%; font-weight: 700;paddi=
ng:12px;" valign=3D"middle"><a class=3D"button" href=3D
"https://go.nvidianews.com/MTU2LU9GTi03NDIAAAGOoHWHEGD_cqSNMkM40ZNpCewfWKrC=
1RwQCC0a1F4cQnbLGtD-Ro47Xk4UjYkAfavN4o5W0fY=3D" style=3D"display: inline-bl=
ock;border-top-width:0px;border-bottom-width:0px;border-left-width:0px;bord=
er-right-width:0px;border-top-style: solid;border-right-style:solid;border-=
bottom-style: solid;border-left-style: solid;border-top-color:#76b900;borde=
r-right-color:#76b900;border-bottom-color:#76b900; border-left-color:#76b90=
0;text-decoration: none;background-color:#76b900;text-decoration: none;colo=
r: #FFFFFF;"
>Read More</a></td>   <![endif]-->                              <td align=
=3D"left" class=3D"em_font mktoText button pointerCursor" dir=3D"ltr" id=3D=
"10065495" mktoname=3D"Module 8 Button" style=3D"color: #000000; font-famil=
y: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 14px; mso-line-heig=
ht-rule:exactly; line-height: 100%; font-weight: 700;mso-hide:all;" valign=
=3D"middle"><a class=3D"button" href=3D
"https://go.nvidianews.com/MTU2LU9GTi03NDIAAAGOoHWHEGD_cqSNMkM40ZNpCewfWKrC=
1RwQCC0a1F4cQnbLGtD-Ro47Xk4UjYkAfavN4o5W0fY=3D" style=3D"padding:13px;displ=
ay: inline-block;border-top-width:0px;border-bottom-width:0px;border-left-w=
idth:0px;border-right-width:0px;border-top-style: solid;border-right-style:=
solid;border-bottom-style: solid;border-left-style: solid;border-top-color:=
#76b900;border-right-color:#76b900;border-bottom-color:#76b900; border-left=
-color:#76b900;text-decoration: none;background-color:#76b900;text-decorati=
on: none;color: #FFFFFF;"
>Read More</a></td>                               </tr>                    =
         </tbody>                           </table>                       =
                            <!--BUTTON END--></td>                       </=
tr>                     </tbody>                   </table>   </td>        =
       </tr>             </tbody>           </table>   </td>       </tr>   =
  </tbody>   </table>
<br><br><table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em=
_main_table" style=3D"width: 600px;margin:0 auto;" width=3D"600" id=3D"ext4=
-ext-gen3023">     <tbody id=3D"ext4-ext-gen3022">       <tr id=3D"ext4-ext=
-gen3021">         <td align=3D"center" valign=3D"top" id=3D"ext4-ext-gen30=
20"><table align=3D"left" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" =
class=3D"em_main_table" style=3D"width: 294px;float: left;" width=3D"294" i=
d=3D"ext4-ext-gen3019">             <tbody id=3D"ext4-ext-gen3018">        =
       <tr id=3D"ext4-ext-gen3017">                 <td align=3D"center" va=
lign=3D"top" id=3D"ext4-ext-gen3016"><table align=3D"center" border=3D"0" c=
ellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D"width: =
294px; " width=3D"294" id=3D"ext4-ext-gen3015">                     <tbody =
id=3D"ext4-ext-gen3014">                       <tr id=3D"ext4-ext-gen3013">=
                         <td align=3D"center" class=3D"em_main_table" style=
=3D"color: #1a1a1a; word-break: break-word;" valign=3D"top" width=3D"100%" =
id=3D"ext4-ext-gen3012"><div class=3D"mktoImg pointerCursor" id=3D"10065489=
" mktoname=3D"Module 8 Image" width=3D"100%" mktolockimgsize=3D"false" mkto=
lockimgstyle=3D"true"> <img alt=3D"294x166" class=3D"image-70-percent" heig=
ht=3D"auto" src=3D"https://developer-blogs.nvidia.com/wp-content/uploads/20=
23/09/real-radar-nvidia-drive-sim-radar-gif.gif" style=3D"margin: 0; paddin=
g: 0; display: block; border: 0px; outline: none; max-width: 100%; height:a=
uto;" width=3D"294"> </div>   </td>                       </tr>            =
         </tbody>                   </table>   </td>               </tr>   =
          </tbody>           </table>           <table align=3D"right" bord=
er=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=
=3D"width: 287px; float: right;" width=3D"287" id=3D"ext4-ext-gen3084">    =
         <tbody id=3D"ext4-ext-gen3083">               <tr id=3D"ext4-ext-g=
en3082">                 <td id=3D"ext4-ext-gen3081"><table align=3D"center=
" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" =
style=3D"width: 287px; " width=3D"287" id=3D"ext4-ext-gen3080">            =
         <tbody id=3D"ext4-ext-gen3079">                       <tr id=3D"ex=
t4-ext-gen3078">                         <td align=3D"left" class=3D"em_fon=
t em_cent mktoText em_top1 h3 pointerCursor" dir=3D"ltr" id=3D"10065491" mk=
toname=3D"Module 8 Title" style=3D"color: #000000; word-break: break-word; =
font-family: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 20px;mso-=
line-height-rule:exactly; line-height: 1.25;">Validating NVIDIA DRIVE Sim R=
adar Models</td>                       </tr>                       <tr>    =
                     <td height=3D"18" style=3D"mso-line-height-rule:exactl=
y; line-height:  18px; font-size: 18px;"><img alt=3D" " border=3D"0" height=
=3D"1" src=3D"https://info.nvidia.com/rs/156-OFN-742/images/spacer.gif" sty=
le=3D"display: block;" width=3D"1"></td>                       </tr>       =
                <tr id=3D"ext4-ext-gen3088">                         <td al=
ign=3D"left" class=3D"em_font em_cent mktoText pointerCursor mktoElementSel=
ected" dir=3D"ltr" id=3D"10065493" mktoname=3D"Module 8 Copy Block" style=
=3D"color:#1a1a1a; font-family: NVIDIAsans, Arial, Helvetica, Sans-Serif; f=
ont-size: 14px; mso-line-height-rule:exactly; line-height: 1.67;  word-brea=
k: break-word;">Sensor simulation is a critical tool to address the gaps in=
 real-world data for autonomous vehicle (AV) development. However, it is on=
ly effective if sensor...</td>                       </tr>                 =
      <tr>                         <td class=3D"em_spc_16" height=3D"18" st=
yle=3D"mso-line-height-rule:exactly; line-height:  18px; font-size: 18px;">=
<img alt=3D" " border=3D"0" height=3D"1" src=3D"https://info.nvidia.com/rs/=
156-OFN-742/images/spacer.gif" style=3D"display: block;" width=3D"1"></td> =
                      </tr>                       <tr>                     =
    <td align=3D"left" bgcolor=3D"#ffffff" class=3D"em_cent" style=3D"backg=
round-color: #ffffff;" valign=3D"top"><!--BUTTON START-->                  =
      <table bgcolor=3D"#76B900" border=3D"0" cellpadding=3D"0" cellspacing=
=3D"0" class=3D"em_cent" id=3D"ext4-ext-gen3094">                          =
   <tbody id=3D"ext4-ext-gen3093">                               <tr id=3D"=
ext4-ext-gen3092">                                  <!--[if mso]><td align=
=3D"left" class=3D"em_font mktoText button pointerCursor" dir=3D"ltr" id=3D=
"10065495" mktoname=3D"Module 8 Button" style=3D"color: #000000; font-famil=
y: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 14px; mso-line-heig=
ht-rule:exactly; line-height: 100%; font-weight: 700;padding:12px;" valign=
=3D"middle"><a class=3D"button" href=3D
"https://go.nvidianews.com/MTU2LU9GTi03NDIAAAGOoHWHER8SWeFuWZwxNplqfGFWWEQf=
587w7U3lLCc0Z4aRwtZc8_QZ4gisorBRAXe8dJcC554=3D" style=3D"display: inline-bl=
ock;border-top-width:0px;border-bottom-width:0px;border-left-width:0px;bord=
er-right-width:0px;border-top-style: solid;border-right-style:solid;border-=
bottom-style: solid;border-left-style: solid;border-top-color:#76b900;borde=
r-right-color:#76b900;border-bottom-color:#76b900; border-left-color:#76b90=
0;text-decoration: none;background-color:#76b900;text-decoration: none;colo=
r: #FFFFFF;"
>Read More</a></td>   <![endif]-->                              <td align=
=3D"left" class=3D"em_font mktoText button pointerCursor" dir=3D"ltr" id=3D=
"10065495" mktoname=3D"Module 8 Button" style=3D"color: #000000; font-famil=
y: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 14px; mso-line-heig=
ht-rule:exactly; line-height: 100%; font-weight: 700;mso-hide:all;" valign=
=3D"middle"><a class=3D"button" href=3D
"https://go.nvidianews.com/MTU2LU9GTi03NDIAAAGOoHWHER8SWeFuWZwxNplqfGFWWEQf=
587w7U3lLCc0Z4aRwtZc8_QZ4gisorBRAXe8dJcC554=3D" style=3D"padding:13px;displ=
ay: inline-block;border-top-width:0px;border-bottom-width:0px;border-left-w=
idth:0px;border-right-width:0px;border-top-style: solid;border-right-style:=
solid;border-bottom-style: solid;border-left-style: solid;border-top-color:=
#76b900;border-right-color:#76b900;border-bottom-color:#76b900; border-left=
-color:#76b900;text-decoration: none;background-color:#76b900;text-decorati=
on: none;color: #FFFFFF;"
>Read More</a></td>                               </tr>                    =
         </tbody>                           </table>                       =
                            <!--BUTTON END--></td>                       </=
tr>                     </tbody>                   </table>   </td>        =
       </tr>             </tbody>           </table>   </td>       </tr>   =
  </tbody>   </table>
<br><br><table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em=
_main_table" style=3D"width: 600px;margin:0 auto;" width=3D"600" id=3D"ext4=
-ext-gen3023">     <tbody id=3D"ext4-ext-gen3022">       <tr id=3D"ext4-ext=
-gen3021">         <td align=3D"center" valign=3D"top" id=3D"ext4-ext-gen30=
20"><table align=3D"left" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" =
class=3D"em_main_table" style=3D"width: 294px;float: left;" width=3D"294" i=
d=3D"ext4-ext-gen3019">             <tbody id=3D"ext4-ext-gen3018">        =
       <tr id=3D"ext4-ext-gen3017">                 <td align=3D"center" va=
lign=3D"top" id=3D"ext4-ext-gen3016"><table align=3D"center" border=3D"0" c=
ellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D"width: =
294px; " width=3D"294" id=3D"ext4-ext-gen3015">                     <tbody =
id=3D"ext4-ext-gen3014">                       <tr id=3D"ext4-ext-gen3013">=
                         <td align=3D"center" class=3D"em_main_table" style=
=3D"color: #1a1a1a; word-break: break-word;" valign=3D"top" width=3D"100%" =
id=3D"ext4-ext-gen3012"><div class=3D"mktoImg pointerCursor" id=3D"10065489=
" mktoname=3D"Module 8 Image" width=3D"100%" mktolockimgsize=3D"false" mkto=
lockimgstyle=3D"true"> <img alt=3D"294x166" class=3D"image-70-percent" heig=
ht=3D"auto" src=3D"https://developer-blogs.nvidia.com/wp-content/uploads/20=
23/09/class-learning-with-laptops-768x432.png" style=3D"margin: 0; padding:=
 0; display: block; border: 0px; outline: none; max-width: 100%; height:aut=
o;" width=3D"294"> </div>   </td>                       </tr>              =
       </tbody>                   </table>   </td>               </tr>     =
        </tbody>           </table>           <table align=3D"right" border=
=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D=
"width: 287px; float: right;" width=3D"287" id=3D"ext4-ext-gen3084">       =
      <tbody id=3D"ext4-ext-gen3083">               <tr id=3D"ext4-ext-gen3=
082">                 <td id=3D"ext4-ext-gen3081"><table align=3D"center" b=
order=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" sty=
le=3D"width: 287px; " width=3D"287" id=3D"ext4-ext-gen3080">               =
      <tbody id=3D"ext4-ext-gen3079">                       <tr id=3D"ext4-=
ext-gen3078">                         <td align=3D"left" class=3D"em_font e=
m_cent mktoText em_top1 h3 pointerCursor" dir=3D"ltr" id=3D"10065491" mkton=
ame=3D"Module 8 Title" style=3D"color: #000000; word-break: break-word; fon=
t-family: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 20px;mso-lin=
e-height-rule:exactly; line-height: 1.25;">New Video Series: CUDA Developer=
 Tools Tutorials</td>                       </tr>                       <tr=
>                         <td height=3D"18" style=3D"mso-line-height-rule:e=
xactly; line-height:  18px; font-size: 18px;"><img alt=3D" " border=3D"0" h=
eight=3D"1" src=3D"https://info.nvidia.com/rs/156-OFN-742/images/spacer.gif=
" style=3D"display: block;" width=3D"1"></td>                       </tr>  =
                     <tr id=3D"ext4-ext-gen3088">                         <=
td align=3D"left" class=3D"em_font em_cent mktoText pointerCursor mktoEleme=
ntSelected" dir=3D"ltr" id=3D"10065493" mktoname=3D"Module 8 Copy Block" st=
yle=3D"color:#1a1a1a; font-family: NVIDIAsans, Arial, Helvetica, Sans-Serif=
; font-size: 14px; mso-line-height-rule:exactly; line-height: 1.67;  word-b=
reak: break-word;">GPU acceleration is enabling faster and more intelligent=
 applications than ever before, and the CUDA Toolkit is key to harnessing a=
cceleration on NVIDIA GPUs....</td>                       </tr>            =
           <tr>                         <td class=3D"em_spc_16" height=3D"1=
8" style=3D"mso-line-height-rule:exactly; line-height:  18px; font-size: 18=
px;"><img alt=3D" " border=3D"0" height=3D"1" src=3D"https://info.nvidia.co=
m/rs/156-OFN-742/images/spacer.gif" style=3D"display: block;" width=3D"1"><=
/td>                       </tr>                       <tr>                =
         <td align=3D"left" bgcolor=3D"#ffffff" class=3D"em_cent" style=3D"=
background-color: #ffffff;" valign=3D"top"><!--BUTTON START-->             =
           <table bgcolor=3D"#76B900" border=3D"0" cellpadding=3D"0" cellsp=
acing=3D"0" class=3D"em_cent" id=3D"ext4-ext-gen3094">                     =
        <tbody id=3D"ext4-ext-gen3093">                               <tr i=
d=3D"ext4-ext-gen3092">                                  <!--[if mso]><td a=
lign=3D"left" class=3D"em_font mktoText button pointerCursor" dir=3D"ltr" i=
d=3D"10065495" mktoname=3D"Module 8 Button" style=3D"color: #000000; font-f=
amily: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 14px; mso-line-=
height-rule:exactly; line-height: 100%; font-weight: 700;padding:12px;" val=
ign=3D"middle"><a class=3D"button" href=3D
"https://go.nvidianews.com/MTU2LU9GTi03NDIAAAGOoHWHEMlvVY-i1BKB-T6HOnn_KrqN=
QA1ra5KQlvSN_baaaZ_0I2k8wHS8jhsg061TI54HELE=3D" style=3D"display: inline-bl=
ock;border-top-width:0px;border-bottom-width:0px;border-left-width:0px;bord=
er-right-width:0px;border-top-style: solid;border-right-style:solid;border-=
bottom-style: solid;border-left-style: solid;border-top-color:#76b900;borde=
r-right-color:#76b900;border-bottom-color:#76b900; border-left-color:#76b90=
0;text-decoration: none;background-color:#76b900;text-decoration: none;colo=
r: #FFFFFF;"
>Read More</a></td>   <![endif]-->                              <td align=
=3D"left" class=3D"em_font mktoText button pointerCursor" dir=3D"ltr" id=3D=
"10065495" mktoname=3D"Module 8 Button" style=3D"color: #000000; font-famil=
y: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 14px; mso-line-heig=
ht-rule:exactly; line-height: 100%; font-weight: 700;mso-hide:all;" valign=
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ht-rule:exactly; line-height: 100%; font-weight: 700;mso-hide:all;" valign=
=3D"middle"><a class=3D"button" href=3D
"https://go.nvidianews.com/MTU2LU9GTi03NDIAAAGOoHWHEDJpggMIBNDu1IY61zxfsDt_=
lwyOyWr6Pmqkx83K4fEL31ukK6N6Hm5STmKHcmt7NLU=3D" style=3D"padding:13px;displ=
ay: inline-block;border-top-width:0px;border-bottom-width:0px;border-left-w=
idth:0px;border-right-width:0px;border-top-style: solid;border-right-style:=
solid;border-bottom-style: solid;border-left-style: solid;border-top-color:=
#76b900;border-right-color:#76b900;border-bottom-color:#76b900; border-left=
-color:#76b900;text-decoration: none;background-color:#76b900;text-decorati=
on: none;color: #FFFFFF;"
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tr>                     </tbody>                   </table>   </td>        =
       </tr>             </tbody>           </table>   </td>       </tr>   =
  </tbody>   </table>
<br><br><table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em=
_main_table" style=3D"width: 600px;margin:0 auto;" width=3D"600" id=3D"ext4=
-ext-gen3023">     <tbody id=3D"ext4-ext-gen3022">       <tr id=3D"ext4-ext=
-gen3021">         <td align=3D"center" valign=3D"top" id=3D"ext4-ext-gen30=
20"><table align=3D"left" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" =
class=3D"em_main_table" style=3D"width: 294px;float: left;" width=3D"294" i=
d=3D"ext4-ext-gen3019">             <tbody id=3D"ext4-ext-gen3018">        =
       <tr id=3D"ext4-ext-gen3017">                 <td align=3D"center" va=
lign=3D"top" id=3D"ext4-ext-gen3016"><table align=3D"center" border=3D"0" c=
ellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D"width: =
294px; " width=3D"294" id=3D"ext4-ext-gen3015">                     <tbody =
id=3D"ext4-ext-gen3014">                       <tr id=3D"ext4-ext-gen3013">=
                         <td align=3D"center" class=3D"em_main_table" style=
=3D"color: #1a1a1a; word-break: break-word;" valign=3D"top" width=3D"100%" =
id=3D"ext4-ext-gen3012"><div class=3D"mktoImg pointerCursor" id=3D"10065489=
" mktoname=3D"Module 8 Image" width=3D"100%" mktolockimgsize=3D"false" mkto=
lockimgstyle=3D"true"> <img alt=3D"294x166" class=3D"image-70-percent" heig=
ht=3D"auto" src=3D"https://developer-blogs.nvidia.com/wp-content/uploads/20=
23/10/simlai-interaction.gif" style=3D"margin: 0; padding: 0; display: bloc=
k; border: 0px; outline: none; max-width: 100%; height:auto;" width=3D"294"=
> </div>   </td>                       </tr>                     </tbody>  =
                 </table>   </td>               </tr>             </tbody> =
          </table>           <table align=3D"right" border=3D"0" cellpaddin=
g=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D"width: 287px; fl=
oat: right;" width=3D"287" id=3D"ext4-ext-gen3084">             <tbody id=
=3D"ext4-ext-gen3083">               <tr id=3D"ext4-ext-gen3082">          =
       <td id=3D"ext4-ext-gen3081"><table align=3D"center" border=3D"0" cel=
lpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D"width: 28=
7px; " width=3D"287" id=3D"ext4-ext-gen3080">                     <tbody id=
=3D"ext4-ext-gen3079">                       <tr id=3D"ext4-ext-gen3078">  =
                       <td align=3D"left" class=3D"em_font em_cent mktoText=
 em_top1 h3 pointerCursor" dir=3D"ltr" id=3D"10065491" mktoname=3D"Module 8=
 Title" style=3D"color: #000000; word-break: break-word; font-family: NVIDI=
Asans, Arial, Helvetica, Sans-Serif; font-size: 20px;mso-line-height-rule:e=
xactly; line-height: 1.25;">AI-Powered Simulation Tools for Surrogate Model=
ing Engineering Workflows with Siml.ai and NVIDIA Modulus</td>             =
          </tr>                       <tr>                         <td heig=
ht=3D"18" style=3D"mso-line-height-rule:exactly; line-height:  18px; font-s=
ize: 18px;"><img alt=3D" " border=3D"0" height=3D"1" src=3D"https://info.nv=
idia.com/rs/156-OFN-742/images/spacer.gif" style=3D"display: block;" width=
=3D"1"></td>                       </tr>                       <tr id=3D"ex=
t4-ext-gen3088">                         <td align=3D"left" class=3D"em_fon=
t em_cent mktoText pointerCursor mktoElementSelected" dir=3D"ltr" id=3D"100=
65493" mktoname=3D"Module 8 Copy Block" style=3D"color:#1a1a1a; font-family=
: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 14px; mso-line-heigh=
t-rule:exactly; line-height: 1.67;  word-break: break-word;">Simulations ar=
e quintessential for complex engineering challenges, like designing nuclear=
 fusion reactors, optimizing wind farms, developing carbon capture and...</=
td>                       </tr>                       <tr>                 =
        <td class=3D"em_spc_16" height=3D"18" style=3D"mso-line-height-rule=
:exactly; line-height:  18px; font-size: 18px;"><img alt=3D" " border=3D"0"=
 height=3D"1" src=3D"https://info.nvidia.com/rs/156-OFN-742/images/spacer.g=
if" style=3D"display: block;" width=3D"1"></td>                       </tr>=
                       <tr>                         <td align=3D"left" bgco=
lor=3D"#ffffff" class=3D"em_cent" style=3D"background-color: #ffffff;" vali=
gn=3D"top"><!--BUTTON START-->                        <table bgcolor=3D"#76=
B900" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em_cent" id=
=3D"ext4-ext-gen3094">                             <tbody id=3D"ext4-ext-ge=
n3093">                               <tr id=3D"ext4-ext-gen3092">         =
                         <!--[if mso]><td align=3D"left" class=3D"em_font m=
ktoText button pointerCursor" dir=3D"ltr" id=3D"10065495" mktoname=3D"Modul=
e 8 Button" style=3D"color: #000000; font-family: NVIDIAsans, Arial, Helvet=
ica, Sans-Serif; font-size: 14px; mso-line-height-rule:exactly; line-height=
: 100%; font-weight: 700;padding:12px;" valign=3D"middle"><a class=3D"butto=
n" href=3D
"https://go.nvidianews.com/MTU2LU9GTi03NDIAAAGOoHWHET6DhUgZUcCOIs8TmCINdns6=
sh7LaT9xlSobJjm1cIEBsdCeWBN-4ydhnQqe7jPrGAc=3D" style=3D"display: inline-bl=
ock;border-top-width:0px;border-bottom-width:0px;border-left-width:0px;bord=
er-right-width:0px;border-top-style: solid;border-right-style:solid;border-=
bottom-style: solid;border-left-style: solid;border-top-color:#76b900;borde=
r-right-color:#76b900;border-bottom-color:#76b900; border-left-color:#76b90=
0;text-decoration: none;background-color:#76b900;text-decoration: none;colo=
r: #FFFFFF;"
>Read More</a></td>   <![endif]-->                              <td align=
=3D"left" class=3D"em_font mktoText button pointerCursor" dir=3D"ltr" id=3D=
"10065495" mktoname=3D"Module 8 Button" style=3D"color: #000000; font-famil=
y: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 14px; mso-line-heig=
ht-rule:exactly; line-height: 100%; font-weight: 700;mso-hide:all;" valign=
=3D"middle"><a class=3D"button" href=3D
"https://go.nvidianews.com/MTU2LU9GTi03NDIAAAGOoHWHET6DhUgZUcCOIs8TmCINdns6=
sh7LaT9xlSobJjm1cIEBsdCeWBN-4ydhnQqe7jPrGAc=3D" style=3D"padding:13px;displ=
ay: inline-block;border-top-width:0px;border-bottom-width:0px;border-left-w=
idth:0px;border-right-width:0px;border-top-style: solid;border-right-style:=
solid;border-bottom-style: solid;border-left-style: solid;border-top-color:=
#76b900;border-right-color:#76b900;border-bottom-color:#76b900; border-left=
-color:#76b900;text-decoration: none;background-color:#76b900;text-decorati=
on: none;color: #FFFFFF;"
>Read More</a></td>                               </tr>                    =
         </tbody>                           </table>                       =
                            <!--BUTTON END--></td>                       </=
tr>                     </tbody>                   </table>   </td>        =
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  </tbody>   </table>
<br><br><table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em=
_main_table" style=3D"width: 600px;margin:0 auto;" width=3D"600" id=3D"ext4=
-ext-gen3023">     <tbody id=3D"ext4-ext-gen3022">       <tr id=3D"ext4-ext=
-gen3021">         <td align=3D"center" valign=3D"top" id=3D"ext4-ext-gen30=
20"><table align=3D"left" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" =
class=3D"em_main_table" style=3D"width: 294px;float: left;" width=3D"294" i=
d=3D"ext4-ext-gen3019">             <tbody id=3D"ext4-ext-gen3018">        =
       <tr id=3D"ext4-ext-gen3017">                 <td align=3D"center" va=
lign=3D"top" id=3D"ext4-ext-gen3016"><table align=3D"center" border=3D"0" c=
ellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D"width: =
294px; " width=3D"294" id=3D"ext4-ext-gen3015">                     <tbody =
id=3D"ext4-ext-gen3014">                       <tr id=3D"ext4-ext-gen3013">=
                         <td align=3D"center" class=3D"em_main_table" style=
=3D"color: #1a1a1a; word-break: break-word;" valign=3D"top" width=3D"100%" =
id=3D"ext4-ext-gen3012"><div class=3D"mktoImg pointerCursor" id=3D"10065489=
" mktoname=3D"Module 8 Image" width=3D"100%" mktolockimgsize=3D"false" mkto=
lockimgstyle=3D"true"> <img alt=3D"294x166" class=3D"image-70-percent" heig=
ht=3D"auto" src=3D"https://developer-blogs.nvidia.com/wp-content/uploads/20=
23/09/ivf_blog_search2-768x432.png" style=3D"margin: 0; padding: 0; display=
: block; border: 0px; outline: none; max-width: 100%; height:auto;" width=
=3D"294"> </div>   </td>                       </tr>                     </=
tbody>                   </table>   </td>               </tr>             <=
/tbody>           </table>           <table align=3D"right" border=3D"0" ce=
llpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D"width: 2=
87px; float: right;" width=3D"287" id=3D"ext4-ext-gen3084">             <tb=
ody id=3D"ext4-ext-gen3083">               <tr id=3D"ext4-ext-gen3082">    =
             <td id=3D"ext4-ext-gen3081"><table align=3D"center" border=3D"=
0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D"wid=
th: 287px; " width=3D"287" id=3D"ext4-ext-gen3080">                     <tb=
ody id=3D"ext4-ext-gen3079">                       <tr id=3D"ext4-ext-gen30=
78">                         <td align=3D"left" class=3D"em_font em_cent mk=
toText em_top1 h3 pointerCursor" dir=3D"ltr" id=3D"10065491" mktoname=3D"Mo=
dule 8 Title" style=3D"color: #000000; word-break: break-word; font-family:=
 NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 20px;mso-line-height-=
rule:exactly; line-height: 1.25;">Accelerated Vector Search: Approximating =
with RAPIDS RAFT IVF-Flat</td>                       </tr>                 =
      <tr>                         <td height=3D"18" style=3D"mso-line-heig=
ht-rule:exactly; line-height:  18px; font-size: 18px;"><img alt=3D" " borde=
r=3D"0" height=3D"1" src=3D"https://info.nvidia.com/rs/156-OFN-742/images/s=
pacer.gif" style=3D"display: block;" width=3D"1"></td>                     =
  </tr>                       <tr id=3D"ext4-ext-gen3088">                 =
        <td align=3D"left" class=3D"em_font em_cent mktoText pointerCursor =
mktoElementSelected" dir=3D"ltr" id=3D"10065493" mktoname=3D"Module 8 Copy =
Block" style=3D"color:#1a1a1a; font-family: NVIDIAsans, Arial, Helvetica, S=
ans-Serif; font-size: 14px; mso-line-height-rule:exactly; line-height: 1.67=
;  word-break: break-word;">Performing an exhaustive exact k-nearest neighb=
or (kNN) search, also known as brute-force search, is expensive, and it doe=
sn=E2=80=99t scale particularly well to...</td>                       </tr>=
                       <tr>                         <td class=3D"em_spc_16"=
 height=3D"18" style=3D"mso-line-height-rule:exactly; line-height:  18px; f=
ont-size: 18px;"><img alt=3D" " border=3D"0" height=3D"1" src=3D"https://in=
fo.nvidia.com/rs/156-OFN-742/images/spacer.gif" style=3D"display: block;" w=
idth=3D"1"></td>                       </tr>                       <tr>    =
                     <td align=3D"left" bgcolor=3D"#ffffff" class=3D"em_cen=
t" style=3D"background-color: #ffffff;" valign=3D"top"><!--BUTTON START--> =
                       <table bgcolor=3D"#76B900" border=3D"0" cellpadding=
=3D"0" cellspacing=3D"0" class=3D"em_cent" id=3D"ext4-ext-gen3094">        =
                     <tbody id=3D"ext4-ext-gen3093">                       =
        <tr id=3D"ext4-ext-gen3092">                                  <!--[=
if mso]><td align=3D"left" class=3D"em_font mktoText button pointerCursor" =
dir=3D"ltr" id=3D"10065495" mktoname=3D"Module 8 Button" style=3D"color: #0=
00000; font-family: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 14=
px; mso-line-height-rule:exactly; line-height: 100%; font-weight: 700;paddi=
ng:12px;" valign=3D"middle"><a class=3D"button" href=3D
"https://go.nvidianews.com/MTU2LU9GTi03NDIAAAGOoHWHEGD_cqSNMkM40ZNpCewfWKrC=
1RwQCC0a1F4cQnbLGtD-Ro47Xk4UjYkAfavN4o5W0fY=3D" style=3D"display: inline-bl=
ock;border-top-width:0px;border-bottom-width:0px;border-left-width:0px;bord=
er-right-width:0px;border-top-style: solid;border-right-style:solid;border-=
bottom-style: solid;border-left-style: solid;border-top-color:#76b900;borde=
r-right-color:#76b900;border-bottom-color:#76b900; border-left-color:#76b90=
0;text-decoration: none;background-color:#76b900;text-decoration: none;colo=
r: #FFFFFF;"
>Read More</a></td>   <![endif]-->                              <td align=
=3D"left" class=3D"em_font mktoText button pointerCursor" dir=3D"ltr" id=3D=
"10065495" mktoname=3D"Module 8 Button" style=3D"color: #000000; font-famil=
y: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 14px; mso-line-heig=
ht-rule:exactly; line-height: 100%; font-weight: 700;mso-hide:all;" valign=
=3D"middle"><a class=3D"button" href=3D
"https://go.nvidianews.com/MTU2LU9GTi03NDIAAAGOoHWHEGD_cqSNMkM40ZNpCewfWKrC=
1RwQCC0a1F4cQnbLGtD-Ro47Xk4UjYkAfavN4o5W0fY=3D" style=3D"padding:13px;displ=
ay: inline-block;border-top-width:0px;border-bottom-width:0px;border-left-w=
idth:0px;border-right-width:0px;border-top-style: solid;border-right-style:=
solid;border-bottom-style: solid;border-left-style: solid;border-top-color:=
#76b900;border-right-color:#76b900;border-bottom-color:#76b900; border-left=
-color:#76b900;text-decoration: none;background-color:#76b900;text-decorati=
on: none;color: #FFFFFF;"
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                            <!--BUTTON END--></td>                       </=
tr>                     </tbody>                   </table>   </td>        =
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  </tbody>   </table>
<br><br><table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em=
_main_table" style=3D"width: 600px;margin:0 auto;" width=3D"600" id=3D"ext4=
-ext-gen3023">     <tbody id=3D"ext4-ext-gen3022">       <tr id=3D"ext4-ext=
-gen3021">         <td align=3D"center" valign=3D"top" id=3D"ext4-ext-gen30=
20"><table align=3D"left" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" =
class=3D"em_main_table" style=3D"width: 294px;float: left;" width=3D"294" i=
d=3D"ext4-ext-gen3019">             <tbody id=3D"ext4-ext-gen3018">        =
       <tr id=3D"ext4-ext-gen3017">                 <td align=3D"center" va=
lign=3D"top" id=3D"ext4-ext-gen3016"><table align=3D"center" border=3D"0" c=
ellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=3D"width: =
294px; " width=3D"294" id=3D"ext4-ext-gen3015">                     <tbody =
id=3D"ext4-ext-gen3014">                       <tr id=3D"ext4-ext-gen3013">=
                         <td align=3D"center" class=3D"em_main_table" style=
=3D"color: #1a1a1a; word-break: break-word;" valign=3D"top" width=3D"100%" =
id=3D"ext4-ext-gen3012"><div class=3D"mktoImg pointerCursor" id=3D"10065489=
" mktoname=3D"Module 8 Image" width=3D"100%" mktolockimgsize=3D"false" mkto=
lockimgstyle=3D"true"> <img alt=3D"294x166" class=3D"image-70-percent" heig=
ht=3D"auto" src=3D"https://developer-blogs.nvidia.com/wp-content/uploads/20=
23/09/real-radar-nvidia-drive-sim-radar-gif.gif" style=3D"margin: 0; paddin=
g: 0; display: block; border: 0px; outline: none; max-width: 100%; height:a=
uto;" width=3D"294"> </div>   </td>                       </tr>            =
         </tbody>                   </table>   </td>               </tr>   =
          </tbody>           </table>           <table align=3D"right" bord=
er=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" style=
=3D"width: 287px; float: right;" width=3D"287" id=3D"ext4-ext-gen3084">    =
         <tbody id=3D"ext4-ext-gen3083">               <tr id=3D"ext4-ext-g=
en3082">                 <td id=3D"ext4-ext-gen3081"><table align=3D"center=
" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" =
style=3D"width: 287px; " width=3D"287" id=3D"ext4-ext-gen3080">            =
         <tbody id=3D"ext4-ext-gen3079">                       <tr id=3D"ex=
t4-ext-gen3078">                         <td align=3D"left" class=3D"em_fon=
t em_cent mktoText em_top1 h3 pointerCursor" dir=3D"ltr" id=3D"10065491" mk=
toname=3D"Module 8 Title" style=3D"color: #000000; word-break: break-word; =
font-family: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 20px;mso-=
line-height-rule:exactly; line-height: 1.25;">Validating NVIDIA DRIVE Sim R=
adar Models</td>                       </tr>                       <tr>    =
                     <td height=3D"18" style=3D"mso-line-height-rule:exactl=
y; line-height:  18px; font-size: 18px;"><img alt=3D" " border=3D"0" height=
=3D"1" src=3D"https://info.nvidia.com/rs/156-OFN-742/images/spacer.gif" sty=
le=3D"display: block;" width=3D"1"></td>                       </tr>       =
                <tr id=3D"ext4-ext-gen3088">                         <td al=
ign=3D"left" class=3D"em_font em_cent mktoText pointerCursor mktoElementSel=
ected" dir=3D"ltr" id=3D"10065493" mktoname=3D"Module 8 Copy Block" style=
=3D"color:#1a1a1a; font-family: NVIDIAsans, Arial, Helvetica, Sans-Serif; f=
ont-size: 14px; mso-line-height-rule:exactly; line-height: 1.67;  word-brea=
k: break-word;">Sensor simulation is a critical tool to address the gaps in=
 real-world data for autonomous vehicle (AV) development. However, it is on=
ly effective if sensor...</td>                       </tr>                 =
      <tr>                         <td class=3D"em_spc_16" height=3D"18" st=
yle=3D"mso-line-height-rule:exactly; line-height:  18px; font-size: 18px;">=
<img alt=3D" " border=3D"0" height=3D"1" src=3D"https://info.nvidia.com/rs/=
156-OFN-742/images/spacer.gif" style=3D"display: block;" width=3D"1"></td> =
                      </tr>                       <tr>                     =
    <td align=3D"left" bgcolor=3D"#ffffff" class=3D"em_cent" style=3D"backg=
round-color: #ffffff;" valign=3D"top"><!--BUTTON START-->                  =
      <table bgcolor=3D"#76B900" border=3D"0" cellpadding=3D"0" cellspacing=
=3D"0" class=3D"em_cent" id=3D"ext4-ext-gen3094">                          =
   <tbody id=3D"ext4-ext-gen3093">                               <tr id=3D"=
ext4-ext-gen3092">                                  <!--[if mso]><td align=
=3D"left" class=3D"em_font mktoText button pointerCursor" dir=3D"ltr" id=3D=
"10065495" mktoname=3D"Module 8 Button" style=3D"color: #000000; font-famil=
y: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 14px; mso-line-heig=
ht-rule:exactly; line-height: 100%; font-weight: 700;padding:12px;" valign=
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ay: inline-block;border-top-width:0px;border-bottom-width:0px;border-left-w=
idth:0px;border-right-width:0px;border-top-style: solid;border-right-style:=
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on: none;color: #FFFFFF;"
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_main_table" style=3D"width: 600px;margin:0 auto;" width=3D"600" id=3D"ext4=
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-gen3021">         <td align=3D"center" valign=3D"top" id=3D"ext4-ext-gen30=
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class=3D"em_main_table" style=3D"width: 294px;float: left;" width=3D"294" i=
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id=3D"ext4-ext-gen3014">                       <tr id=3D"ext4-ext-gen3013">=
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id=3D"ext4-ext-gen3012"><div class=3D"mktoImg pointerCursor" id=3D"10065489=
" mktoname=3D"Module 8 Image" width=3D"100%" mktolockimgsize=3D"false" mkto=
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o;" width=3D"294"> </div>   </td>                       </tr>              =
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order=3D"0" cellpadding=3D"0" cellspacing=3D"0" class=3D"em_main_table" sty=
le=3D"width: 287px; " width=3D"287" id=3D"ext4-ext-gen3080">               =
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ext-gen3078">                         <td align=3D"left" class=3D"em_font e=
m_cent mktoText em_top1 h3 pointerCursor" dir=3D"ltr" id=3D"10065491" mkton=
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t-family: NVIDIAsans, Arial, Helvetica, Sans-Serif; font-size: 20px;mso-lin=
e-height-rule:exactly; line-height: 1.25;">New Video Series: CUDA Developer=
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xactly; line-height:  18px; font-size: 18px;"><img alt=3D" " border=3D"0" h=
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td align=3D"left" class=3D"em_font em_cent mktoText pointerCursor mktoEleme=
ntSelected" dir=3D"ltr" id=3D"10065493" mktoname=3D"Module 8 Copy Block" st=
yle=3D"color:#1a1a1a; font-family: NVIDIAsans, Arial, Helvetica, Sans-Serif=
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reak: break-word;">GPU acceleration is enabling faster and more intelligent=
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d=3D"ext4-ext-gen3092">                                  <!--[if mso]><td a=
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