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

2025 中華民國政府該怎麼用現有預算做事情?

八炯統戰影片心得 千萬要謹慎 勿掉入金錢陷阱

泰國北碧 大象世界 Elephants World Kanchanaburi - 大象保護園區 大象照料體驗行程

如何在QNAP NAS 上使用 NVIDIA DIGITS ?

孫生的謊言 - 性騷擾被判刑 法院認證

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

2020年 中華人民共和國 軍機繞台380次 中華民國國防部回應

蔣萬安訪中後,換侯友宜訪美,中國國民黨有機會組成侯蔣配嗎?

中華民國國軍辛苦了 因應中共軍演努力監視

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