TensorFlow with Docker in 5 MINUTES

Подписаться 3,5 тыс.

Просмотров 17 тыс.

50% 1

How to use TensorFlow inside of a Docker container.
↓ MY RECORDING GEAR ↓
- ZV-E10 (Camera) geni.us/UA6awhW
- ZOOM H6essential (Audio Recorder) geni.us/RqjX2Q
- SHURE SM7B (Microphone) geni.us/KXnYL
- ATOMOS NINJA geni.us/atomos-ninja-gs
- SIGMA LENS 16mm F1.4 geni.us/sigma-16mm-f14-lens
💬 Join the conversation on Discord / discord
🧠 Machine Intelligence Playlist: • 🧠 Machine Intelligence
🔴 Live Playlist: • 🧠 Live Streams
🕸 Web Development Playlist: • 🚀 Web
🍃 Getting Simple: gettingsimple.com
🎙 Podcast: gettingsimple.com/podcast
🗣 Ask Questions: gettingsimple.com/ask
💬 Discord: / discord
👨🏻‍🎨 Sketches: sketch.nono.ma
✍🏻 Blog: nono.ma
🐦 Twitter: / nonoesp
📸 Instagram: / nonoesp
==================
🎥 VIDEO CHAPTERS
==================
00:00 Introduction
00:14 What are Docker and TensorFlow?
00:42 Create a Docker container - Overview
01:20 Create a Docker container - Demo
02:09 Reconnect to the container - docker exec
02:23 Install Python packages - TensorFlow and TensorFlow IO
03:21 Check the TensorFlow version
03:52 Call to action
04:12 Start and re-attach to an existing container
05:06 Outro

Наука

Опубликовано:

10 июл 2024

Ссылка:

Скачать:

Готовим ссылку...

Добавить в:

Мой плейлист

Посмотреть позже

Комментарии : 25

Год назад

Here are the timestamps! 00:00 Introduction 00:14 What are Docker and TensorFlow? 00:42 Create a Docker container - Overview 01:20 Create a Docker container - Demo 02:09 Reconnect to the container - docker exec 02:23 Install Python packages - TensorFlow and TensorFlow IO 03:21 Check the TensorFlow version 03:52 Call to action 04:12 Start and re-attach to an existing container 05:06 Outro

@cusniwtt Год назад

You really help me. Im stuck when use tensorflow images. Luv your vid

Год назад

Hey, Wayu! Glad to hear this helped! Thanks for letting me know. =)

@eindhovennightmare 11 месяцев назад

top, on point!

11 месяцев назад

Hey, there! I'm glad you found this useful. = )

@TheWeraryu Год назад

underrated channel

Год назад

Thanks @eren! 🙂

@mickimockymo 11 месяцев назад

AWESOME!!!

11 месяцев назад

Hey, Michael! I'm glad you found this useful! = )

@blueyc4rter Год назад

Would have been helpful to include how to use tensorflow with gpu.. i.e. including "--gpus all" in run command, installing cuda and cudnn

Год назад

Hi, Ivo! That's a great idea. Do you mean running with GPU inside of Docker? I was running this on Apple Silicon Macs, so I don't have the option to run with CUDA or CUDNN in this case. But it would be awesome to expand this tutorial with TensorFlow GPU support. Kindly, Nono

@arunacentura2981 Год назад

i recommend the same

@genericwannabe Год назад

This doesn't set it up to run with GPUs does it? When I run print(tf.config.list_physical_devices('GPU')) I get an empty list. That said it should work if you run the install with - - gpus all , right?

Год назад

Hi, there! This doesn't and I haven't tried. Let me know if you find out how. I could make a tutorial to run this with GPUs as well. Kindly, Nono

@mohammadrachman1344 5 месяцев назад

how to run tensorflow with docker in vscode?

5 месяцев назад

Hi, Mohammad! I'm not sure I know what you mean. Here's a detailed docs page from TensorFlow for Docker www.tensorflow.org/install/docker

@sanjay6667 3 месяца назад

How can use gpu from docker

3 месяца назад

Hey, Sanjay! Certain systems support GPU-usage inside of Docker, and there are images which are prepared already for that. But it depends on your system requirements and it's not a simple answer.

@user-zi3qg9zq8p 2 месяца назад

May be it helps someone, basically in most primitive way you can give the access to the video driver from outside by adding it in docker compose, this approach is described in docker docs, just google - Turn on GPU access with docker compose, I ran this way tfgpu image without any mambo-jambo commands and installations

@jmco1045 Год назад

Thks NoNo

Год назад

Thank you, JM! Glad to see you around. =) Nono

@AgusCraft2002 3 месяца назад

argentino?

3 месяца назад

¡Hola! Español. =)

@IleniaQuintero 27 дней назад

Hello, I was looking at your video channel. We may be helping a company that uses secure images to increase supply chain security and help cloud native development. Would you be willing to help try their software, make a video, and help show devs how to use their tools? This is not an offer, but just to start a conversation about your willingness to take on sponsorship. Please provide me with your email if you are interested. You'd have a chance to look at their technology and decide if it's the type of software that you'd be interested in covering in your channel.

24 дня назад

Hey, Ilenia - you can message me at nono.ma/contact/form =)