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monk-tensorflow's Introduction

Tensorflow & Monk

This repository contains Monk.io template to deploy Tensorflow either locally or on cloud of your choice (AWS, GCP, Azure, Digital Ocean).

Prerequisites

Make sure monkd is running

foo@bar:~$ monk status
daemon: ready
auth: logged in
not connected to cluster

Clone Repository

git clone https://github.com/monk-io/tensorflow

Load Template

cd tensorflow
monk load MANIFEST

Let's take a look at the themes I have installed

foo@bar:~$ monk list tensorflow
✔ Got the list
Type      Template                    Repository  Version  Tags
runnable  tensorflow/tensorflow  local       -        -

Deploy Stack

foo@bar:~$ monk run tensorflow/tensorflow
? Select tag to run [local/tensorflow/tensorflow] on: mnk
✔ [================================================] 100% tensorflow/tensorflow:latest-jupyter mnk-1
✔ [================================================] 100% alpine:latest mnk-1
✔ Checking/pulling images DONE
✔ Started local/tensorflow/tensorflow

🔩 templates/local/tensorflow/tensorflow
 └─🧊 Peer mnk-1
    ├─🔩 templates/local/tensorflow/tensorflow
    │  └─📦 d26b93f8826f9aafafd07b11b13c0b86-tensorflow-tensorflow-monk-alp
    │     └─🧩 alpine:latest
    └─🔩 templates/local/tensorflow/tensorflow
       └─📦 022273279b4c7ffd2ac42da74dfbbe00-low-tensorflow-tensorflow
          ├─🧩 tensorflow/tensorflow:latest-jupyter
          ├─💾 /var/lib/monkd/volumes/notebooks -> /tf/notebooks
          └─🔌 open 16.171.45.206:8888 (0.0.0.0:8888) -> 8888

💡 You can inspect and manage your above stack with these commands:
        monk logs (-f) local/tensorflow/tensorflow - Inspect logs
        monk shell     local/tensorflow/tensorflow - Connect to the container's shell
        monk do        local/tensorflow/tensorflow/action_name - Run defined action (if exists)
💡 Check monk help for more!

Variables

The variables are in tensorflow.yml file. You can quickly setup by editing the values here.

Variable Description Default
monk_tensorflow_port Jupyter Port 8888
monk_image_tag Image tag latest-jupyter

Stop, remove and clean up workloads and templates

monk purge -x -a

monk-tensorflow's People

Contributors

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Watchers

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