Changes between Version 26 and Version 27 of User Guide/Disk Images


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Timestamp:
May 22, 2020, 6:48:17 PM (5 years ago)
Author:
jennyshane
Comment:

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  • User Guide/Disk Images

    v26 v27  
    4444
    4545{{{#!rst
    46 +--------------------------+-----------------------------+----------+------------+--------+
    47 | Image Name               | Description                 | username | Updated    | Status |
    48 +--------------------------+-----------------------------+----------+------------+--------+
    49 | bare.ndz                 | ubuntu18.04 + basic config  | root     | 2020-05-11 | ready  |
    50 +--------------------------+-----------------------------+----------+------------+--------+
    51 | baseline.ndz             | bare + omf tools            | root     | 2020-05-11 | ready  |
    52 +--------------------------+-----------------------------+----------+------------+--------+
    53 | baseline-uhd.ndz         | baseline + uhd 3.15         | root     | 2020-05-11 | ready  |
    54 +--------------------------+-----------------------------+----------+------------+--------+
    55 | baseline-gr.ndz          | baseline-uhd + gnuradio 3.8 | root     | 2020-05-11 | ready  |
    56 +--------------------------+-----------------------------+----------+------------+--------+
    57 | baseline-cuda.ndz        | baseline + cuda + drivers   | root     | n/a        |        |
    58 +--------------------------+-----------------------------+----------+------------+--------+
    59 | baseline-tensorflow.ndz  | baseline-cuda + tensorflow  | root     | n/a        |        |
    60 +--------------------------+-----------------------------+----------+------------+--------+
    61 | baseline-pytorch.ndz     | baseline-cuda + pytorch     | root     | n/a        |        |
    62 +--------------------------+-----------------------------+----------+------------+--------+
    63 }}}
    64 
     46+--------------------------+-----------------------------+----------+------------+----------+
     47| Image Name               | Description                 | username | Updated    | Status   |
     48+--------------------------+-----------------------------+----------+------------+----------+
     49| bare.ndz                 | ubuntu18.04 + basic config  | root     | 2020-05-11 | ready    |
     50+--------------------------+-----------------------------+----------+------------+----------+
     51| baseline.ndz             | bare + omf tools            | root     | 2020-05-11 | ready    |
     52+--------------------------+-----------------------------+----------+------------+----------+
     53| baseline-uhd.ndz         | baseline + uhd 3.15         | root     | 2020-05-11 | ready    |
     54+--------------------------+-----------------------------+----------+------------+----------+
     55| baseline-gr.ndz          | baseline-uhd + gnuradio 3.8 | root     | 2020-05-11 | ready    |
     56+--------------------------+-----------------------------+----------+------------+----------+
     57| baseline-cuda.ndz        | baseline + cuda + drivers   | root     | 2020-05-20 | internal |
     58+--------------------------+-----------------------------+----------+------------+----------+
     59| baseline-tensorflow.ndz  | baseline-cuda + tensorflow  | root     | 2020-05-20 | internal |
     60+--------------------------+-----------------------------+----------+------------+----------+
     61| baseline-pytorch.ndz     | baseline-cuda + pytorch     | root     | 2020-05-20 | internal |
     62+--------------------------+-----------------------------+----------+------------+----------+
     63}}}
    6564
    6665The images listed here are shortcuts to versioned image snapshots. Use the name under '''Image Name''' in the table.
    … …  
    7170lrwxrwxrwx 1 msherman winlab 36 May 11 21:25 baseline.ndz -> deploy-baseline-18.04-2020-05-11.ndz
    7271}}}
     72
     73Images listed as internal are currently only available to members of winlab. Please contact a COSMOS administrator if you would like to use one of these images.
    7374
    7475==== Bare
    … …  
    348349
    349350
    350 ===== Baseline CUDA
    351 The cuda baseline image is meant to be run on the cosmos server machines containing V100 GPUs. It is built with Nvidia drivers for the GPUs and CUDA libraries for general purpose GPU programming. The baseline image is built with driver version 410.104 with cuda 10.0 libraries.
    352 
    353 If you would like to create a cuda image using different versions of either the drivers or cuda, you can do so by starting with the baseline_1804 image.
    354 
    355 1.  Select the driver version you need from [https://www.nvidia.com/Download/Find.aspx?lang=en-us the Nvidia Driver Downloads Page]. Be sure to specify the product type as "Tesla" and the product series as "V-Series". Click download and then on the following page, right click on the "agree & download" and copy the link address. On the node, use wget or curl to download the link you copied.
    356   * "dpkg -i nvidia-diag-driver-local-repo-ubuntu1804-410.104_1.0-1_amd64.deb"  note: you may be asked to add a gpg key during the installation process. Use the command that is given.
    357   * "apt-get update"
    358   * "apt-get install cuda-drivers"
    359   * log out of the node and use omf tell to turn it off and on again. When you log back into the node, running lsmod should demonstrate that the nvidia drivers have been loaded.
    360 2.  Select the version of cuda you need from [https://developer.nvidia.com/cuda-toolkit-archive the cuda toolkit archive], then choose your operating system (Linux), architecture (x86_64), distribution (Ubuntu), and version (18.04). Choose "deb(local)" as the installer type. Again, copy the download link and use wget to download it onto the node. You can then follow the installation instructions on the download page.
     351==== Baseline CUDA
     352
     353The cuda baseline image is meant to be run on the cosmos server machines containing V100 GPUs. It is built with CUDA drivers libraries for general purpose GPU programming. The baseline image is built with driver version 440.33 with cuda 10.2 libraries. If you need an older version of cuda, there is also an image for version 10.1 called "baseline_cuda_1804_101.ndz" which has driver version 418.39. Note: all CUDA images are currently only available to members of winlab. Please contact a COSMOS administrator if you would like to use this image. 
     354
     355[[CollapsibleStart(Build Steps)]]
     356
     357If you would like to create your own cuda image, you can do so by starting with the baseline_1804 image.
     358
     3591.  Select the version of cuda you need from [https://developer.nvidia.com/cuda-toolkit-archive the cuda toolkit archive], then choose your operating system (Linux), architecture (x86_64), distribution (Ubuntu), and version (18.04). Choose "runfile(local)" as the installer type. If there is a download link available, copy the link and use wget to download it onto the node. If there is no download link, there should be a url provided to use with wget.
     360 * After the installer has downloaded, use `chmod +x` to make it executable.
     361 * Blacklist nouveau by creating the file `/etc/modprobe.d/blacklist-nouveau.conf` with these lines:
     362{{{
     363blacklist nouveau
     364options nouveau modeset=0
     365}}}
     366 * run `sudo update-initramfs -u` to apply the changes
     367 * reboot the node, and execute the installer
     3684. You will also have to add the directory of cuda binaries to the path. Edit the .bash_rc file and add
     369{{{
     370export PATH=/usr/local/cuda/bin${PATH:+:${PATH}}
     371export LD_LIBRARY_PATH=/usr/local/cuda/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}
     372}}}
    3613733.  To verify your cuda installation, you can build and run some of the cuda samples. They'll be found in /usr/local/cuda/samples.
    362 4. You will also have to add the directory of cuda binaries to the path. Edit the .profile file and add 'PATH="PATH:/usr/local/cuda/bin"'
     374[[CollapsibleEnd]]
    363375
    364376==== Baseline Tensorflow
    365377
    366 TODO
     378Baseline Tensorflow is built from the baseline 18.04 CUDA 10.1 image, and has CudNN version 7.6 and Tensorflow version 2.2 installed. Note: all CUDA images are currently only available to members of winlab. Please contact a COSMOS administrator if you would like to use this image.
    367379
    368380==== Baseline Pytorch
    369381
    370 TODO
     382Baseline Tensorflow is built from the baseline 18.04 CUDA 10.1 image, and has CudNN version 7.6 and Pytorch version 1.5 installed. Note: all CUDA images are currently only available to members of winlab. Please contact a COSMOS administrator if you would like to use this image.
    371383
    372384=== Advanced