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<h3><a href="/post/install-nvidia-driver-cuda-pgstrom-in-ubuntu-1804/">[筆記] 在ubuntu 18.04 下安裝nvidia 顯示卡驅動程式以及 pgstrom / Install Nvidia Driver Cuda Pgstrom in Ubuntu 1804</a></h3>
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<div class="meta">
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<span class="date moment">2019-08-20</span>
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<a href="/categories/%E7%AD%86%E8%A8%98">筆記</a>
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</span>
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<span class="author"><a href="/author/eric-chang">Eric Chang</a></span>
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</div>
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<p>因為老闆說要試試看用GPU 來跑postgresql 威力</p>
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<p>手邊剛好有一張 geforce gt 720</p>
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<p>一開始沒想太多，看到有這張卡的驅動程式，然後CUDA也有支援</p>
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<p>就直接從桌機拔下來，接去LAB Server ，然後就開始一連串的難關了…</p>
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<p></p>
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<p>整個過程大致上分為四個步驟</p>
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<h3 id="安裝-nvidia-driver">安裝 nvidia driver</h3>
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<h3 id="安裝-cuda">安裝 CUDA</h3>
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<h3 id="安裝-postgresql">安裝 postgresql</h3>
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<h3 id="安裝-pgstrom">安裝 pgstrom</h3>
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<hr />
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<h4 id="安裝-nvidia-driver-1">安裝 nvidia driver</h4>
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<p>試過幾種方法，最後還是覺得用apt來安裝比較妥當
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先新增repository、update、裝driver</p>
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<pre><code>sudo add-apt-repository ppa:graphics-drivers/ppa
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sudo apt update
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</code></pre>
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<p>然後用這個指令</p>
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<pre><code>ubuntu-drivers devices
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</code></pre>
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<p>看一下現在的驅動程式狀態</p>
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<pre><code>administrator@hqdc032:~/pg-strom$ ubuntu-drivers devices
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== /sys/devices/pci0000:00/0000:00:01.0/0000:01:00.0 ==
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modalias : pci:v000010DEd00001288sv0000174Bsd0000326Bbc03sc00i00
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vendor : NVIDIA Corporation
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model : GK208B [GeForce GT 720]
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driver : nvidia-driver-410 - third-party free
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driver : nvidia-driver-418 - third-party free
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driver : nvidia-340 - distro non-free
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driver : nvidia-driver-430 - third-party free recommended
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driver : nvidia-driver-390 - third-party free
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driver : nvidia-driver-415 - third-party free
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driver : xserver-xorg-video-nouveau - distro free builtin
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</code></pre>
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<p>我這張卡，可以裝到 430 的版本，
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接下來就繼續安裝驅動程式、裝完之後重開機</p>
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<pre><code>sudo apt install nvidia-driver-430
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sudo reboot
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</code></pre>
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<p>這時候，應該可以看到一些基本資訊</p>
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<pre><code>lsmod|grep nvidia
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</code></pre>
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<p>大概長這樣</p>
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<pre><code>nvidia_uvm 798720 0
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nvidia_drm 45056 3
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nvidia_modeset 1093632 7 nvidia_drm
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nvidia 18194432 258 nvidia_uvm,nvidia_modeset
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drm_kms_helper 172032 1 nvidia_drm
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drm 401408 6 drm_kms_helper,nvidia_drm
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ipmi_msghandler 53248 2 ipmi_devintf,nvidia
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</code></pre>
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<p>到這邊 nvidia 驅動程式安裝完成，接下來安裝 cuda</p>
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<h4 id="安裝-cuda-1">安裝 CUDA</h4>
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<p>同樣採用官網下載deb 回來安裝的方法</p>
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<p>到這邊 <a href="https://developer.nvidia.com/cuda-downloads">https://developer.nvidia.com/cuda-downloads</a></p>
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<p>依照自己的系統選擇</p>
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<p>我選擇 Linux – x86_64 – Ubuntu – 18.04 – deb(local)</p>
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<p>畫面上就會有安裝步驟，照著做就沒問題了</p>
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<pre><code>wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/cuda-ubuntu1804.pin
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sudo mv cuda-ubuntu1804.pin /etc/apt/preferences.d/cuda-repository-pin-600
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wget http://developer.download.nvidia.com/compute/cuda/10.1/Prod/local_installers/cuda-repo-ubuntu1804-10-1-local-10.1.243-418.87.00_1.0-1_amd64.deb
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sudo dpkg -i cuda-repo-ubuntu1804-10-1-local-10.1.243-418.87.00_1.0-1_amd64.deb
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sudo apt-key add /var/cuda-repo-10-1-local-10.1.243-418.87.00/7fa2af80.pub
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sudo apt-get update
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sudo apt-get -y install cuda
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</code></pre>
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<p>一樣，安裝完成後重新開機，然後來編譯一個 deviceQuery 的小程式來看看資訊</p>
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<pre><code>cd /usr/local/cuda-10.1/samples/1_Utilities/deviceQuery
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sudo make
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</code></pre>
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<p>會產生一個叫 deviceQuery 的執行檔，執行後，會有相關資訊</p>
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<pre><code>administrator@hqdc032:/usr/local/cuda-10.1/samples/1_Utilities/deviceQuery$ ./deviceQuery
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./deviceQuery Starting...
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CUDA Device Query (Runtime API) version (CUDART static linking)
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Detected 1 CUDA Capable device(s)
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Device 0: "GeForce GT 720"
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CUDA Driver Version / Runtime Version 10.1 / 10.1
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CUDA Capability Major/Minor version number: 3.5
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Total amount of global memory: 1996 MBytes (2093416448 bytes)
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( 1) Multiprocessors, (192) CUDA Cores/MP: 192 CUDA Cores
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GPU Max Clock rate: 797 MHz (0.80 GHz)
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Memory Clock rate: 900 Mhz
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Memory Bus Width: 64-bit
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L2 Cache Size: 524288 bytes
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Maximum Texture Dimension Size (x,y,z) 1D=(65536), 2D=(65536, 65536), 3D=(4096, 4096, 4096)
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Maximum Layered 1D Texture Size, (num) layers 1D=(16384), 2048 layers
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Maximum Layered 2D Texture Size, (num) layers 2D=(16384, 16384), 2048 layers
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Total amount of constant memory: 65536 bytes
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Total amount of shared memory per block: 49152 bytes
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Total number of registers available per block: 65536
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Warp size: 32
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Maximum number of threads per multiprocessor: 2048
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Maximum number of threads per block: 1024
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Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
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Max dimension size of a grid size (x,y,z): (2147483647, 65535, 65535)
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Maximum memory pitch: 2147483647 bytes
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Texture alignment: 512 bytes
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Concurrent copy and kernel execution: Yes with 1 copy engine(s)
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Run time limit on kernels: Yes
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Integrated GPU sharing Host Memory: No
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Support host page-locked memory mapping: Yes
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Alignment requirement for Surfaces: Yes
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Device has ECC support: Disabled
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Device supports Unified Addressing (UVA): Yes
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Device supports Compute Preemption: No
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Supports Cooperative Kernel Launch: No
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Supports MultiDevice Co-op Kernel Launch: No
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Device PCI Domain ID / Bus ID / location ID: 0 / 1 / 0
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Compute Mode:
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< Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
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deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 10.1, CUDA Runtime Version = 10.1, NumDevs = 1
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Result = PASS
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</code></pre>
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<p>到這邊， CUDA 也安裝完成，再來是簡單的 postgresql 11</p>
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<h4 id="安裝-postgresql-11">安裝 postgresql 11</h4>
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<p>步驟差不多，就是新增repository，然後選擇要安裝的套件，不過套件的選擇和平常安裝postgresql 不太一樣</p>
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<pre><code>sudo apt install wget ca-certificates
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wget --quiet -O - https://www.postgresql.org/media/keys/ACCC4CF8.asc | sudo apt-key add -
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sudo sh -c 'echo "deb http://apt.postgresql.org/pub/repos/apt/ `lsb_release -cs`-pgdg main" >> /etc/apt/sources.list.d/pgdg.list'
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sudo apt update
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sudo apt install postgresql-client-11 postgresql-11 postgresql-server-dev-11 postgresql-common libicu-dev
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</code></pre>
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<p>跑完之後，就直接啟動 postgresql service 就可以了</p>
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<p>再來是最麻煩的 pgstorm</p>
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<h4 id="pgstorm">pgstorm</h4>
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<p>話說，這軟體到底叫啥名字？ pgstrom , pg-strom ? 看起來就像是拼錯字啊！ =.=</p>
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<p><a href="https://github.com/heterodb/pg-strom">https://github.com/heterodb/pg-strom</a></p>
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<p>先 git clone 回來，然後make、make install</p>
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<p>講是很簡單，但是一開始碰到很多問題，有去github 跟開發團隊回報，幸好有回覆我..</p>
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<p>總之，目前在ubuntu 18.04 + postgresql-11 的環境下編譯是沒有問題了</p>
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<pre><code>git clone https://github.com/heterodb/pg-strom.git
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cd pg-strom
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make && sudo make install
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</code></pre>
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<p>再來設定一下 postgresql</p>
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<h4 id="postgresql-相關設定">postgresql 相關設定</h4>
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<p>需要修改一下postgresql.conf，來指定載入 pgstrom 的 library</p>
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<p>官方是這麼說的</p>
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<pre><code>PG-Strom module must be loaded on startup of the postmaster process by the shared_preload_libraries. Unable to load it on demand. Therefore, you must add the configuration below.
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</code></pre>
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<p>修改 /etc/postgresql/11/main/postgresql.conf
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加入一行</p>
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<pre><code>shared_preload_libraries = '$libdir/pg_strom'
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</code></pre>
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<p>然後還有其他三個要修改，不過這個不改不會影響pgstrom 的啟動</p>
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<p>看狀況要不要修改吧</p>
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<pre><code>max_worker_processes = 100
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shared_buffers = 10GB
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work_mem = 1GB
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</code></pre>
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<p>修改完後，重新啟動 postgresql service 有沒有很感動！？我終於可以享受用GPU跑SQL Query 的快感啦！！！</p>
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<p>咦？？等等，為什麼postgresql service 沒起來！？</p>
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<p>看一下 /var/log/syslog</p>
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<pre><code>Aug 20 14:23:43 hqdc032 postgresql@11-main[11801]: Error: /usr/lib/postgresql/11/bin/pg_ctl /usr/lib/postgresql/11/bin/pg_ctl start -D /var/lib/postgresql/11/main -l /var/log/postgresql/postgresql-11-main.log -s -o -c config_file="/etc/postgresql/11/main/postgresql.conf" exited with status 1:
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Aug 20 14:23:43 hqdc032 postgresql@11-main[11801]: 2019-08-20 14:23:43.538 CST [11806] LOG: PG-Strom version 2.2 built for PostgreSQL 11
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Aug 20 14:23:43 hqdc032 postgresql@11-main[11801]: 2019-08-20 14:23:43.565 CST [11806] LOG: PG-Strom: GPU0 GeForce GT 720 - CC 3.5 is not supported
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Aug 20 14:23:43 hqdc032 postgresql@11-main[11801]: 2019-08-20 14:23:43.565 CST [11806] FATAL: PG-Strom: no supported GPU devices found
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Aug 20 14:23:43 hqdc032 postgresql@11-main[11801]: 2019-08-20 14:23:43.565 CST [11806] LOG: database system is shut down
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Aug 20 14:23:43 hqdc032 postgresql@11-main[11801]: pg_ctl: could not start server
|
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Aug 20 14:23:43 hqdc032 postgresql@11-main[11801]: Examine the log output.
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Aug 20 14:23:43 hqdc032 systemd[1]: postgresql@11-main.service: Can't open PID file /run/postgresql/11-main.pid (yet?) after start: No such file or directory
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Aug 20 14:23:43 hqdc032 systemd[1]: postgresql@11-main.service: Failed with result 'protocol'.
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Aug 20 14:23:43 hqdc032 systemd[1]: Failed to start PostgreSQL Cluster 11-main.
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</code></pre>
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<p>啊幹！pg-strom 不支援這張GT 720啦！</p>
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<p><a href="https://github.com/heterodb/pg-strom/wiki/001:-GPU-Availability-Matrix">https://github.com/heterodb/pg-strom/wiki/001:-GPU-Availability-Matrix</a></p>
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<p>簡單說，就是至少從 GTX 1080 起跳，其他都不用想了</p>
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<p>幹，花了兩天的時間在弄這東西，結果明明一開始就應該要先檢查的相容列表卻沒有檢查…</p>
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<p>好了，現在就看准不准我買一張 GTX 1080 來測試了….</p>
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<p>只是這價格嘛…嗯咳，不是我該煩惱的問題了..</p>
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