How to use TensorFlow on QNAP NAS (with Container Station)

How to use TensorFlow  on QNAP NAS (with Container Station)


What is TensorFlow

  • TensorFlow™ is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API. TensorFlow was originally developed by researchers and engineers working on the Google Brain Team within Google’s Machine Intelligence research organization for the purposes of conducting machine learning and deep neural networks research, but the system is general enough to be applicable in a wide variety of other domains as well.

Installation Instructions

  1. Open Container station and click on "Create Container".
  2. Search for keyword "TensorFlow". You can find the TensorFlow containers under the "AI" tab. Find "TensorFlow-GPU" and click "Install".
  3. Enter a name for the container.
  4. Click "Advanced Settings" and go to "Device".  Enable "Use GPU resource to run container".
  5. If needed, you can mount a specified NAS folder to this container in "Shared Folder". In the below screenshot, the folder "Public" is being mounted to the container.
  6. Click "Create". The container will be created and listed in the Overview page.
  7. You can now access the container using the terminal or SSH.
8.  open Jupyter Notebook

a. click URL 


b. Jupyter Notebook login need token  c. go to Terminal enter  /bin/sh  to connect into the Container 


enter: 
jupyter notebook list


it will show the token

http://localhost:8888/?token=048c7741d736c2741eb375ee189a20fbe09d364870a6001d :: /notebooks                                                                                     
then you can copy 048c7741d736c2741eb375ee189a20fbe09d364870a6001d to the jupyter notbook init page

and now you have the access to the jupyter notebook:


Suggested Reading

More information and resources for the TensorFlow can be found at:
  1. Officialwebsite
  2. Tutorials
  3. GitHub
  4. TensorFlow Model Zoo

留言

Google Search

推薦內容橫式

本月熱門文章

鋼鐵韓粉站出來 讓韓國瑜每天唱歌喝酒好不好

北京故宮首訪,一窺清宮秘史 大玉兒 & 甄嬛

捐款支持義大利靈醫會 一起來幫助他們 就像當初教士來台灣協助我們一樣 !!

從台灣省長宋楚瑜到台北市長柯文哲,可以說 宋楚瑜 2.0 就是柯文哲

「港版國安法」,法律將會放在《基本法》附件三在港實施,而非就《基本法》23條立法

黑金? 不得不提前總統馬英九大姊馬以南 吳敦義 林益世

香港事件回顧 2020/08/10 前眾志成員周庭及壹傳媒創辦人黎智英被捕 今日累計10人被捕

返校場景之一 高雄黃埔新村

台灣與世界的不同 台灣:為什麼連續假日出去玩會塞車!

這個網誌中的熱門文章

Android應用開發豆知識:利用 adb 安裝 apk 到裝置上

Android 中文輸入法 官方版 ! Gboard - Google 鍵盤 開始支援注音輸入啦

Google Play 推薦Android app 誠徵App排行榜

北京故宮首訪,一窺清宮秘史 大玉兒 & 甄嬛

[家教][社會觀察] 建中教我的事 沒上建中被父母親折磨? 在建中到底是如何 ...

[FAANG面試] Amazon/AWS 領導力準則 14 Amazon Leadership Principles

Acer ICONIA Smart S300 更新後越來越好 Acer也有出手機?!

[品質控制] 什麼是Sanity test ? 軟體測試常見名詞整理 包含不同部門的測試人員負責範圍

新鮮人找工作:職場名詞解釋 AE FAE Pre-sales Post-sales