<div dir="ltr">Hi,<div><br></div><div>Just following up. Has anyone managed to resolve this yet?</div><div>I still can't run tensorflow on gpu3.</div><div><br></div><div>samy</div></div><div class="gmail_extra"><br><div class="gmail_quote">On Thu, Oct 13, 2016 at 1:58 PM, Dougal Sutherland <span dir="ltr"><<a href="mailto:dougal@gmail.com" target="_blank">dougal@gmail.com</a>></span> wrote:<br><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><p dir="ltr">According to the tensorflow site, the conda package doesn't support GPUs.</p>
<br><div class="gmail_quote"><div><div class="h5"><div dir="ltr">On Thu, Oct 13, 2016, 6:55 PM Predrag Punosevac <<a href="mailto:predragp@imap.srv.cs.cmu.edu" target="_blank">predragp@imap.srv.cs.cmu.edu</a>> wrote:<br></div></div></div><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div><div class="h5">On 2016-10-13 13:51, Dougal Sutherland wrote:<br class="m_6510279909710907976gmail_msg">
> I actually haven't gotten tensorflow working yet -- the bazel build<br class="m_6510279909710907976gmail_msg">
> just hangs on me. I think it maybe has to do with home directories<br class="m_6510279909710907976gmail_msg">
> being on NFS, but I can't figure out bazel at all. I'll try some more<br class="m_6510279909710907976gmail_msg">
> tonight.<br class="m_6510279909710907976gmail_msg">
><br class="m_6510279909710907976gmail_msg">
<br class="m_6510279909710907976gmail_msg">
According to one of Princeton guys we could just use Python conda for<br class="m_6510279909710907976gmail_msg">
TensorFlow. Please check out and use your scratch directory instead of<br class="m_6510279909710907976gmail_msg">
NFS.<br class="m_6510279909710907976gmail_msg">
<br class="m_6510279909710907976gmail_msg">
Quote:<br class="m_6510279909710907976gmail_msg">
<br class="m_6510279909710907976gmail_msg">
Hello, Predrag.<br class="m_6510279909710907976gmail_msg">
<br class="m_6510279909710907976gmail_msg">
We have caffe 1.00rc3 if you are interested.<br class="m_6510279909710907976gmail_msg">
<br class="m_6510279909710907976gmail_msg">
<a href="ftp://ftp.cs.princeton.edu/pub/people/advorkin/SRPM/sd7/caffe-1.00rc3-3.sd7.src.rpm" rel="noreferrer" class="m_6510279909710907976gmail_msg" target="_blank">ftp://ftp.cs.princeton.edu/<wbr>pub/people/advorkin/SRPM/sd7/<wbr>caffe-1.00rc3-3.sd7.src.rpm</a><br class="m_6510279909710907976gmail_msg">
<br class="m_6510279909710907976gmail_msg">
TensforFlow and protobuf-3 work great with conda<br class="m_6510279909710907976gmail_msg">
(<a href="http://conda.pydata.org" rel="noreferrer" class="m_6510279909710907976gmail_msg" target="_blank">http://conda.pydata.org</a>).  I just tried and had no problems installing<br class="m_6510279909710907976gmail_msg">
it for Python 2.7 and 3.5<br class="m_6510279909710907976gmail_msg">
<br class="m_6510279909710907976gmail_msg">
<br class="m_6510279909710907976gmail_msg">
> Caffe should be workable following the instructions Predrag forwarded.<br class="m_6510279909710907976gmail_msg">
><br class="m_6510279909710907976gmail_msg">
> - Dougal<br class="m_6510279909710907976gmail_msg">
><br class="m_6510279909710907976gmail_msg">
> On Thu, Oct 13, 2016 at 6:39 PM Predrag Punosevac<br class="m_6510279909710907976gmail_msg">
> <<a href="mailto:predragp@imap.srv.cs.cmu.edu" class="m_6510279909710907976gmail_msg" target="_blank">predragp@imap.srv.cs.cmu.edu</a>> wrote:<br class="m_6510279909710907976gmail_msg">
><br class="m_6510279909710907976gmail_msg">
>> Dear Autonians,<br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
>> In the case anybody is interested what happens behind the scenes,<br class="m_6510279909710907976gmail_msg">
>> Doug<br class="m_6510279909710907976gmail_msg">
>> got Caffe and TensorFlow to work on<br class="m_6510279909710907976gmail_msg">
>> GPU3. Please see message below. I also got the  very useful feed<br class="m_6510279909710907976gmail_msg">
>> back<br class="m_6510279909710907976gmail_msg">
>> from Princeton and Rutgers people. Please check out if you care (you<br class="m_6510279909710907976gmail_msg">
>> will have to log into Gmail to see the exchange).<br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
>> <a href="https://groups.google.com/forum/#!forum/springdale-users" rel="noreferrer" class="m_6510279909710907976gmail_msg" target="_blank">https://groups.google.com/<wbr>forum/#!forum/springdale-users</a><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
>> I need to think how we move forward with this before start pulling<br class="m_6510279909710907976gmail_msg">
>> triggers. If somebody is itchy and can't wait please build Caffe and<br class="m_6510279909710907976gmail_msg">
>> TensorFlow in your scratch directory following below howto.<br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
>> Predrag<br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
>> On 2016-10-13 13:24, Dougal Sutherland wrote:<br class="m_6510279909710907976gmail_msg">
>>> A note about cudnn:<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> There are a bunch of versions of cudnn. They're not<br class="m_6510279909710907976gmail_msg">
>>> backwards-compatible, and different versions of<br class="m_6510279909710907976gmail_msg">
>>> caffe/tensorflow/whatever want different ones.<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> I currently am using the setup in  ~dsutherl/cudnn_files:<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> * I have a bunch of versions of the installer there.<br class="m_6510279909710907976gmail_msg">
>>> * The use-cudnn.sh script, intended to be used like "source<br class="m_6510279909710907976gmail_msg">
>>> use-cudnn.sh 5.1", will untar the appropriate one into a scratch<br class="m_6510279909710907976gmail_msg">
>>> directory (if it hasn't already been done) and set<br class="m_6510279909710907976gmail_msg">
>>> CPATH/LIBRARY_PATH/LD_LIBRARY_<wbr>PATH appropriately. LD_LIBRARY_PATH<br class="m_6510279909710907976gmail_msg">
>> is<br class="m_6510279909710907976gmail_msg">
>>> needed for caffe binaries, since they don't link to the absolute<br class="m_6510279909710907976gmail_msg">
>> path;<br class="m_6510279909710907976gmail_msg">
>>> the first two (not sure about the the third) are needed for<br class="m_6510279909710907976gmail_msg">
>> theano.<br class="m_6510279909710907976gmail_msg">
>>> Dunno about tensorflow yet.<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> So, here's the Caffe setup:<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> cd /home/scratch/$USER<br class="m_6510279909710907976gmail_msg">
>>> git clone <a href="https://github.com/BVLC/caffe" rel="noreferrer" class="m_6510279909710907976gmail_msg" target="_blank">https://github.com/BVLC/caffe</a><br class="m_6510279909710907976gmail_msg">
>>> cd caffe<br class="m_6510279909710907976gmail_msg">
>>> cp Makefile.config.example Makefile.config<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> # tell it to use openblas; using atlas needs some changes to the<br class="m_6510279909710907976gmail_msg">
>>> Makefile<br class="m_6510279909710907976gmail_msg">
>>> sed -i 's/BLAS := atlas/BLAS := open/' Makefile.config<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> # configure to use cudnn (optional)<br class="m_6510279909710907976gmail_msg">
>>> source ~dsutherl/cudnn-files/use-<wbr>cudnn.sh 5.1<br class="m_6510279909710907976gmail_msg">
>>> sed -i 's/# USE_CUDNN := 1/USE_CUDNN := 1/' Makefile.config<br class="m_6510279909710907976gmail_msg">
>>> perl -i -pe 's|$| '$CUDNN_DIR'/include| if /INCLUDE_DIRS :=/'<br class="m_6510279909710907976gmail_msg">
>>> Makefile.config<br class="m_6510279909710907976gmail_msg">
>>> perl -i -pe 's|$| '$CUDNN_DIR'/lib64| if /LIBRARY_DIRS :=/'<br class="m_6510279909710907976gmail_msg">
>>> Makefile.config<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> # build the library<br class="m_6510279909710907976gmail_msg">
>>> make -j23<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> # to do tests (takes ~10 minutes):<br class="m_6510279909710907976gmail_msg">
>>> make -j23 test<br class="m_6510279909710907976gmail_msg">
>>> make runtest<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> # Now, to run caffe binaries you'll need to remember to source<br class="m_6510279909710907976gmail_msg">
>>> use-cudnn if you used cudnn before.<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> # To build the python libary:<br class="m_6510279909710907976gmail_msg">
>>> make py<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> # Requirements for the python library:<br class="m_6510279909710907976gmail_msg">
>>> # Some of the system packages are too old; this installs them in<br class="m_6510279909710907976gmail_msg">
>> your<br class="m_6510279909710907976gmail_msg">
>>> scratch directory.<br class="m_6510279909710907976gmail_msg">
>>> # You'll have to set PYTHONUSERBASE again before running any<br class="m_6510279909710907976gmail_msg">
>> python<br class="m_6510279909710907976gmail_msg">
>>> processes that use these libs.<br class="m_6510279909710907976gmail_msg">
>>> export PYTHONUSERBASE=$HOME/scratch/.<wbr>local;<br class="m_6510279909710907976gmail_msg">
>>> export PATH=$PYTHONUSERBASE/bin:"$<wbr>PATH"  # <- optional<br class="m_6510279909710907976gmail_msg">
>>> pip install --user -r python/requirements.txt<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> # Caffe is dumb and doesn't package its python library properly.<br class="m_6510279909710907976gmail_msg">
>> The<br class="m_6510279909710907976gmail_msg">
>>> easiest way to use it is:<br class="m_6510279909710907976gmail_msg">
>>> export PYTHONPATH=/home/scratch/$<wbr>USER/caffe/python:$PYTHONPATH<br class="m_6510279909710907976gmail_msg">
>>> python -c 'import caffe'<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> On Thu, Oct 13, 2016 at 6:01 PM Dougal Sutherland<br class="m_6510279909710907976gmail_msg">
>> <<a href="mailto:dougal@gmail.com" class="m_6510279909710907976gmail_msg" target="_blank">dougal@gmail.com</a>><br class="m_6510279909710907976gmail_msg">
>>> wrote:<br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>>> Java fix seemed to work. Now tensorflow wants  python-wheel  and<br class="m_6510279909710907976gmail_msg">
>>>> swig.<br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>>> On Thu, Oct 13, 2016 at 5:08 PM Predrag Punosevac<br class="m_6510279909710907976gmail_msg">
>>>> <<a href="mailto:predragp@imap.srv.cs.cmu.edu" class="m_6510279909710907976gmail_msg" target="_blank">predragp@imap.srv.cs.cmu.edu</a>> wrote:<br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>>>> On 2016-10-13 11:46, Dougal Sutherland wrote:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> Having some trouble with tensorflow, because:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> * it require's Google's bazel build system<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> * The bazel installer says<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> Java version is 1.7.0_111 while at least 1.8 is needed.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> *<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> * $ java -version<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> openjdk version "1.8.0_102"<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> OpenJDK Runtime Environment (build 1.8.0_102-b14)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> OpenJDK 64-Bit Server VM (build 25.102-b14, mixed mode)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> $ javac -version<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> javac 1.7.0_111<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>> I just did yum -y install java-1.8.0* which installs openjdk<br class="m_6510279909710907976gmail_msg">
>> 1.8.<br class="m_6510279909710907976gmail_msg">
>>>>> Please<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>> change your java. Let me know if<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>> you want me to install Oracle JDK 1.8<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>> Predrag<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> On Thu, Oct 13, 2016 at 4:38 PM Predrag Punosevac<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> <<a href="mailto:predragp@cs.cmu.edu" class="m_6510279909710907976gmail_msg" target="_blank">predragp@cs.cmu.edu</a>> wrote:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> Dougal Sutherland <<a href="mailto:dougal@gmail.com" class="m_6510279909710907976gmail_msg" target="_blank">dougal@gmail.com</a>> wrote:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>> Also, this seemed to work for me so far for protobuf:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>> cd /home/scratch/$USER<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>> VER=3.1.0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>> wget<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
> <a href="https://github.com/google/protobuf/releases/download/v$VER/protobuf-cpp-$VER.tar.gz" rel="noreferrer" class="m_6510279909710907976gmail_msg" target="_blank">https://github.com/google/<wbr>protobuf/releases/download/v$<wbr>VER/protobuf-cpp-$VER.tar.gz</a><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>> tar xf protobuf-cpp-$VER.tar.gz<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>> cd protobuf-cpp-$VER<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>> ./configure --prefix=/home/scratch/$USER<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>> make -j12<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>> make -j12 check<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>> make install<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> That is great help!<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>> You could change --prefix=/usr if making an RPM.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>> On Thu, Oct 13, 2016 at 4:26 PM Dougal Sutherland<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> <<a href="mailto:dougal@gmail.com" class="m_6510279909710907976gmail_msg" target="_blank">dougal@gmail.com</a>> wrote:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> Some more packages for caffe:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> leveldb-devel snappy-devel opencv-devel boost-devel<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> hdf5-devel gflags-devel glog-devel lmdb-devel<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> (Some of those might be installed already, but at least<br class="m_6510279909710907976gmail_msg">
>>>>> gflags<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> is<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> definitely missing.)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> On Thu, Oct 13, 2016 at 3:44 PM Predrag Punosevac <<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> <a href="mailto:predragp@imap.srv.cs.cmu.edu" class="m_6510279909710907976gmail_msg" target="_blank">predragp@imap.srv.cs.cmu.edu</a>> wrote:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> On 2016-10-12 23:26, Arne Suppe wrote:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>> Hmm - I don???t use matlab for deep learning, but gpuDevice<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> also hangs<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>> on my computer with R2016a.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> We would have to escalate this with MathWorks. I have seen<br class="m_6510279909710907976gmail_msg">
>>>>> work<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> around<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> Internet but it looks like a bug in one of Mathworks<br class="m_6510279909710907976gmail_msg">
>> provided<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> MEX files.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>> I was able compile the matrixMul example in the CUDA<br class="m_6510279909710907976gmail_msg">
>>>>> samples<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> and run<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>> it on gpu3, so I think the build environment is probably<br class="m_6510279909710907976gmail_msg">
>>>>> all<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> set.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>> As for the openGL, I think its possibly a problem with<br class="m_6510279909710907976gmail_msg">
>>>>> their<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> build<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>> script <a href="http://findgl.mk" rel="noreferrer" class="m_6510279909710907976gmail_msg" target="_blank">findgl.mk</a> [1] [1] [1] which is not familiar with<br class="m_6510279909710907976gmail_msg">
>>>>> Springdale OS.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> The<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>> demo_suite directory has a precompiled nbody binary you may<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> try, but I<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>> suspect most users will not need graphics.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> That should not be too hard to fix. Some header files have<br class="m_6510279909710907976gmail_msg">
>> to<br class="m_6510279909710907976gmail_msg">
>>>>> be<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> manually edited. The funny part until 7.2 Princeton people<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> didn't bother<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> to remove RHEL branding which actually made things easier<br class="m_6510279909710907976gmail_msg">
>> for<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> us.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> Doug is trying right now to compile the latest Caffe,<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> TensorFlow, and<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> protobuf-3. We will try to create an RPM for that so that we<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> don't have<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> to go through this again. I also asked Princeton and Rutgers<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> guys if<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> they<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> have WIP RPMs to share.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>> Predrag<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>> Arne<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> On Oct 12, 2016, at 10:23 PM, Predrag Punosevac<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> <<a href="mailto:predragp@cs.cmu.edu" class="m_6510279909710907976gmail_msg" target="_blank">predragp@cs.cmu.edu</a>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> wrote:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Arne Suppe <<a href="mailto:suppe@andrew.cmu.edu" class="m_6510279909710907976gmail_msg" target="_blank">suppe@andrew.cmu.edu</a>> wrote:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Hi Predrag,<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Don???t know if this applies to you, but I just build a<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> machines with<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> a GTX1080 which has the same PASCAL architecture as the<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> Titan.  After<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> installing CUDA 8, I still found I needed to install the<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> latest<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> driver off of the NVIDIA web site to get the card<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> recognized.  Right<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> now, I am running 367.44.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Arne<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Arne,<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Thank you so much for this e-mail. Yes it is damn PASCAL<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> arhitecture I<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> see lots of people complaining about it on the forums. I<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> downloaded<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> and<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> installed driver from<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
> <a href="http://www.nvidia.com/content/DriverDownload-March2009/confirmation.php?url=/XFree86/Linux-x86_64/367.57/NVIDIA-Linux-x86_64-367.57.run&lang=us&type=GeForce" rel="noreferrer" class="m_6510279909710907976gmail_msg" target="_blank">http://www.nvidia.com/content/<wbr>DriverDownload-March2009/<wbr>confirmation.php?url=/XFree86/<wbr>Linux-x86_64/367.57/NVIDIA-<wbr>Linux-x86_64-367.57.run&lang=<wbr>us&type=GeForce</a><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> That seems to made a real difference. Check out this<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> beautiful outputs<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> root@gpu3$ ls nvidia*<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> nvidia0  nvidia1  nvidia2  nvidia3  nvidiactl  nvidia-uvm<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> nvidia-uvm-tools<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> root@gpu3$ lspci | grep -i nvidia<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> 02:00.0 VGA compatible controller: NVIDIA Corporation<br class="m_6510279909710907976gmail_msg">
>>>>> Device<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> 1b00 (rev<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> a1)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> 02:00.1 Audio device: NVIDIA Corporation Device 10ef (rev<br class="m_6510279909710907976gmail_msg">
>>>>> a1)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> 03:00.0 VGA compatible controller: NVIDIA Corporation<br class="m_6510279909710907976gmail_msg">
>>>>> Device<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> 1b00 (rev<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> a1)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> 03:00.1 Audio device: NVIDIA Corporation Device 10ef (rev<br class="m_6510279909710907976gmail_msg">
>>>>> a1)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> 82:00.0 VGA compatible controller: NVIDIA Corporation<br class="m_6510279909710907976gmail_msg">
>>>>> Device<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> 1b00 (rev<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> a1)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> 82:00.1 Audio device: NVIDIA Corporation Device 10ef (rev<br class="m_6510279909710907976gmail_msg">
>>>>> a1)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> 83:00.0 VGA compatible controller: NVIDIA Corporation<br class="m_6510279909710907976gmail_msg">
>>>>> Device<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> 1b00 (rev<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> a1)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> 83:00.1 Audio device: NVIDIA Corporation Device 10ef (rev<br class="m_6510279909710907976gmail_msg">
>>>>> a1)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> root@gpu3$ ls /proc/driver<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> nvidia  nvidia-uvm  nvram  rtc<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> root@gpu3$ lsmod |grep nvidia<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> nvidia_uvm            738901  0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> nvidia_drm             43405  0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> nvidia_modeset        764432  1 nvidia_drm<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> nvidia              11492947  2 nvidia_modeset,nvidia_uvm<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> drm_kms_helper        125056  2 ast,nvidia_drm<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> drm                   349210  5<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> ast,ttm,drm_kms_helper,nvidia_<wbr>drm<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> i2c_core               40582  7<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> ast,drm,igb,i2c_i801,drm_kms_<wbr>helper,i2c_algo_bit,nvidia<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> root@gpu3$ nvidia-smi<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Wed Oct 12 22:03:27 2016<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
> +-----------------------------<wbr>------------------------------<wbr>------------------+<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg"></div></div><div><div class="h5">
>>>>>>>>>>> | NVIDIA-SMI 367.57                 Driver Version: 367.57<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
> |-----------------------------<wbr>--+----------------------+----<wbr>------------------+<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> | GPU  Name        Persistence-M| Bus-Id        Disp.A |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> Volatile<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Uncorr. ECC |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> | Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> GPU-Util<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Compute M. |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
> |=============================<wbr>==+======================+====<wbr>==================|<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> |   0  TITAN X (Pascal)    Off  | 0000:02:00.0     Off |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> N/A |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> | 23%   32C    P0    56W / 250W |      0MiB / 12189MiB |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> 0%<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Default |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
> +-----------------------------<wbr>--+----------------------+----<wbr>------------------+<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> |   1  TITAN X (Pascal)    Off  | 0000:03:00.0     Off |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> N/A |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> | 23%   36C    P0    57W / 250W |      0MiB / 12189MiB |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> 0%<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Default |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
> +-----------------------------<wbr>--+----------------------+----<wbr>------------------+<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> |   2  TITAN X (Pascal)    Off  | 0000:82:00.0     Off |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> N/A |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> | 23%   35C    P0    57W / 250W |      0MiB / 12189MiB |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> 0%<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Default |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
> +-----------------------------<wbr>--+----------------------+----<wbr>------------------+<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> |   3  TITAN X (Pascal)    Off  | 0000:83:00.0     Off |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> N/A |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> |  0%   35C    P0    56W / 250W |      0MiB / 12189MiB |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> 0%<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Default |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
> +-----------------------------<wbr>--+----------------------+----<wbr>------------------+<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
> +-----------------------------<wbr>------------------------------<wbr>------------------+<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> | Processes:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> GPU<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Memory |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> |  GPU       PID  Type  Process name<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Usage<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
> |=============================<wbr>==============================<wbr>==================|<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> |  No running processes found<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> |<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>><br class="m_6510279909710907976gmail_msg">
> +-----------------------------<wbr>------------------------------<wbr>------------------+<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> /usr/local/cuda/extras/demo_<wbr>suite/deviceQuery<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Alignment requirement for Surfaces:            Yes<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Device has ECC support:                        Disabled<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Device supports Unified Addressing (UVA):      Yes<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Device PCI Domain ID / Bus ID / location ID:   0 / 131 /<br class="m_6510279909710907976gmail_msg">
>>>>> 0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Compute Mode:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> < Default (multiple host threads can use<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> ::cudaSetDevice() with<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> device simultaneously) ><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Peer access from TITAN X (Pascal) (GPU0) -> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (GPU1) :<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Yes<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Peer access from TITAN X (Pascal) (GPU0) -> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (GPU2) :<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> No<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Peer access from TITAN X (Pascal) (GPU0) -> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (GPU3) :<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> No<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Peer access from TITAN X (Pascal) (GPU1) -> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (GPU0) :<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Yes<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Peer access from TITAN X (Pascal) (GPU1) -> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (GPU2) :<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> No<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Peer access from TITAN X (Pascal) (GPU1) -> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (GPU3) :<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> No<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Peer access from TITAN X (Pascal) (GPU2) -> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (GPU0) :<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> No<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Peer access from TITAN X (Pascal) (GPU2) -> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (GPU1) :<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> No<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Peer access from TITAN X (Pascal) (GPU2) -> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (GPU3) :<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Yes<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Peer access from TITAN X (Pascal) (GPU3) -> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (GPU0) :<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> No<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Peer access from TITAN X (Pascal) (GPU3) -> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (GPU1) :<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> No<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>> Peer access from TITAN X (Pascal) (GPU3) -> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (GPU2) :<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Yes<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> deviceQuery, CUDA Driver = CUDART, CUDA Driver Version =<br class="m_6510279909710907976gmail_msg">
>>>>> 8.0,<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> CUDA<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Runtime Version = 8.0, NumDevs = 4, Device0 = TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> (Pascal),<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Device1<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> = TITAN X (Pascal), Device2 = TITAN X (Pascal), Device3 =<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> TITAN X<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> (Pascal)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Result = PASS<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Now not everything is rosy<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> root@gpu3$ cd<br class="m_6510279909710907976gmail_msg">
>>>>> ~/NVIDIA_CUDA-8.0_Samples/5_<wbr>Simulations/nbody<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> root@gpu3$ make<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>>> WARNING - libGL.so not found, refer to CUDA Getting<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> Started Guide<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> for how to find and install them. <<<<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>>> WARNING - libGLU.so not found, refer to CUDA Getting<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> Started Guide<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> for how to find and install them. <<<<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>>> WARNING - libX11.so not found, refer to CUDA Getting<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> Started Guide<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> for how to find and install them. <<<<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> even though those are installed. For example<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> root@gpu3$ yum whatprovides  */libX11.so<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> libX11-devel-1.6.3-2.el7.i686 : Development files for<br class="m_6510279909710907976gmail_msg">
>>>>> libX11<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Repo        : core<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Matched from:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Filename    : /usr/lib/libX11.so<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> also<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> mesa-libGLU-devel<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> mesa-libGL-devel<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> xorg-x11-drv-nvidia-devel<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> but<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> root@gpu3$ yum -y install mesa-libGLU-devel<br class="m_6510279909710907976gmail_msg">
>>>>> mesa-libGL-devel<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> xorg-x11-drv-nvidia-devel<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Package mesa-libGLU-devel-9.0.0-4.el7.<wbr>x86_64 already<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> installed and<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> latest version<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Package mesa-libGL-devel-10.6.5-3.<wbr>20150824.el7.x86_64<br class="m_6510279909710907976gmail_msg">
>>>>> already<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> installed<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> and latest version<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Package 1:xorg-x11-drv-nvidia-devel-<wbr>367.48-1.el7.x86_64<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> already<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> installed and latest version<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Also from MATLAB gpuDevice hangs.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> So we still don't have a working installation. Any help<br class="m_6510279909710907976gmail_msg">
>>>>> would<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> be<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> appreciated.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Best,<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Predrag<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> P.S. Once we have a working installation we can think of<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> installing<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> Caffe and TensorFlow. For now we have to see why the<br class="m_6510279909710907976gmail_msg">
>>>>> things<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> are not<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>> working.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg"></div></div>
>>>>>>>>>>>>> On Oct 12, 2016, at 6:26 PM, Predrag Punosevac<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> <<a href="mailto:predragp@cs.cmu.edu" class="m_6510279909710907976gmail_msg" target="_blank">predragp@cs.cmu.edu</a>><div><div class="h5"><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> wrote:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> Dear Autonians,<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> GPU3 is "configured". Namely you can log into it and all<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> packages<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> are<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> installed. However I couldn't get NVIDIA provided CUDA<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> driver to<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> recognize GPU cards. They appear to be properly<br class="m_6510279909710907976gmail_msg">
>>>>> installed<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> from the<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> hardware point of view and you can list them with<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> lshw -class display<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> root@gpu3$ lshw -class display<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> *-display UNCLAIMED<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> description: VGA compatible controller<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> product: NVIDIA Corporation<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> vendor: NVIDIA Corporation<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> physical id: 0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> bus info: pci@0000:02:00.0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> version: a1<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> width: 64 bits<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> clock: 33MHz<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> capabilities: pm msi pciexpress vga_controller<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> cap_list<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> configuration: latency=0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> resources: iomemory:383f0-383ef<br class="m_6510279909710907976gmail_msg">
>>>>> iomemory:383f0-383ef<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:cf000000-cfffffff<br class="m_6510279909710907976gmail_msg">
>>>>> memory:383fe0000000-<wbr>383fefffffff<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:383ff0000000-<wbr>383ff1ffffff ioport:6000(size=128)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:d0000000-d007ffff<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> *-display UNCLAIMED<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> description: VGA compatible controller<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> product: NVIDIA Corporation<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> vendor: NVIDIA Corporation<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> physical id: 0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> bus info: pci@0000:03:00.0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> version: a1<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> width: 64 bits<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> clock: 33MHz<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> capabilities: pm msi pciexpress vga_controller<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> cap_list<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> configuration: latency=0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> resources: iomemory:383f0-383ef<br class="m_6510279909710907976gmail_msg">
>>>>> iomemory:383f0-383ef<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:cd000000-cdffffff<br class="m_6510279909710907976gmail_msg">
>>>>> memory:383fc0000000-<wbr>383fcfffffff<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:383fd0000000-<wbr>383fd1ffffff ioport:5000(size=128)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:ce000000-ce07ffff<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> *-display<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> description: VGA compatible controller<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> product: ASPEED Graphics Family<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> vendor: ASPEED Technology, Inc.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> physical id: 0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> bus info: pci@0000:06:00.0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> version: 30<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> width: 32 bits<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> clock: 33MHz<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> capabilities: pm msi vga_controller bus_master<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> cap_list rom<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> configuration: driver=ast latency=0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> resources: irq:19 memory:cb000000-cbffffff<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:cc000000-cc01ffff ioport:4000(size=128)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> *-display UNCLAIMED<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> description: VGA compatible controller<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> product: NVIDIA Corporation<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> vendor: NVIDIA Corporation<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> physical id: 0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> bus info: pci@0000:82:00.0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> version: a1<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> width: 64 bits<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> clock: 33MHz<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> capabilities: pm msi pciexpress vga_controller<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> cap_list<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> configuration: latency=0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> resources: iomemory:387f0-387ef<br class="m_6510279909710907976gmail_msg">
>>>>> iomemory:387f0-387ef<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:fa000000-faffffff<br class="m_6510279909710907976gmail_msg">
>>>>> memory:387fe0000000-<wbr>387fefffffff<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:387ff0000000-<wbr>387ff1ffffff ioport:e000(size=128)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:fb000000-fb07ffff<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> *-display UNCLAIMED<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> description: VGA compatible controller<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> product: NVIDIA Corporation<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> vendor: NVIDIA Corporation<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> physical id: 0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> bus info: pci@0000:83:00.0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> version: a1<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> width: 64 bits<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> clock: 33MHz<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> capabilities: pm msi pciexpress vga_controller<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> cap_list<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> configuration: latency=0<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> resources: iomemory:387f0-387ef<br class="m_6510279909710907976gmail_msg">
>>>>> iomemory:387f0-387ef<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:f8000000-f8ffffff<br class="m_6510279909710907976gmail_msg">
>>>>> memory:387fc0000000-<wbr>387fcfffffff<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:387fd0000000-<wbr>387fd1ffffff ioport:d000(size=128)<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> memory:f9000000-f907ffff<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> However what scares the hell out of me is that I don't<br class="m_6510279909710907976gmail_msg">
>>>>> see<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> NVIDIA<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> driver<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> loaded<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> lsmod|grep nvidia<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> and the device nodes /dev/nvidia are not created. I am<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> guessing I<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> just<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> missed some trivial step during the CUDA installation<br class="m_6510279909710907976gmail_msg">
>>>>> which<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> is very<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> involving. I am unfortunately too tired to debug this<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>> tonight.<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>>>> Predrag<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>><br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> Links:<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> ------<br class="m_6510279909710907976gmail_msg">
>>>>><br class="m_6510279909710907976gmail_msg">
>>>>>> [1] <a href="http://findgl.mk" rel="noreferrer" class="m_6510279909710907976gmail_msg" target="_blank">http://findgl.mk</a><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>><br class="m_6510279909710907976gmail_msg">
>>> Links:<br class="m_6510279909710907976gmail_msg">
>>> ------<br class="m_6510279909710907976gmail_msg">
>>> [1] <a href="http://findgl.mk" rel="noreferrer" class="m_6510279909710907976gmail_msg" target="_blank">http://findgl.mk</a><br class="m_6510279909710907976gmail_msg">
><br class="m_6510279909710907976gmail_msg">
><br class="m_6510279909710907976gmail_msg">
> Links:<br class="m_6510279909710907976gmail_msg">
> ------<br class="m_6510279909710907976gmail_msg">
> [1] <a href="http://findgl.mk" rel="noreferrer" class="m_6510279909710907976gmail_msg" target="_blank">http://findgl.mk</a><br class="m_6510279909710907976gmail_msg">
</div></div></blockquote></div>
</blockquote></div><br></div>