https://github.com/en10/floydhub

PaaS for DL
https://github.com/en10/floydhub

floydhub paas

Last synced: 6 months ago
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PaaS for DL

• Host: GitHub
• URL: https://github.com/en10/floydhub
• Owner: EN10
• Created: 2017-12-22T12:51:31.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2018-01-15T14:00:13.000Z (over 8 years ago)
• Last Synced: 2025-08-01T03:50:11.366Z (12 months ago)
• Topics: floydhub, paas
• Homepage: https://www.floydhub.com
• Size: 4.88 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
## FloydHub

Platform as a Service for Deep Learning

[Quick Start](https://docs.floydhub.com/getstarted/quick_start/)

### Install:

    sudo pip install -U floyd-cli

May be needed (AWS Cloud9):

    sudo pip install -U pip

    sudo apt update

    sudo apt install python-dev

init project:

    floyd login

[CLI Token](https://www.floydhub.com/settings/security)

    

    mkdir cifar

    floyd init cifar

    

    

### Workflow:

Command:

    floyd run "ls"

    floyd logs efcic/projects/cifar/1

Output:

    ################################################################################

    2017-12-22 04:23:50,941 INFO - Run Output:

    2017-12-22 04:23:51,281 INFO - /code

    2017-12-22 04:23:51,330 INFO - 

    ################################################################################

Output to File:

        

    floyd run "ls > /output/stdout"

    floyd data clone efcic/projects/cifar/1/output

**Dataset**

    floyd data init nasnet-large    

    floyd data upload

* [Upload](https://docs.floydhub.com/guides/create_and_upload_dataset/#upload-a-dataset)

... `urllib3` ... `InsecurePlatformWarning` Error, Fix:

    sudo pip install urllib3[secure]

* [Mount](https://docs.floydhub.com/guides/data/mounting_data/#the-data-flag)       

Mount https://www.floydhub.com/efcic/datasets/nasnet-large to `/models`

    floyd run --data efcic/datasets/nasnet-large/2:models 'bash run.sh'

**Ref:**    

* [Run a Job](https://docs.floydhub.com/guides/run_a_job/#command_1)

* [Storing Output](https://docs.floydhub.com/guides/data/storing_output)

### Error

Command:

    floyd run 'python cifar.py'

Default env:

    Pulling Docker image: floydhub/tensorflow:1.1.0-py3_aws.7

* [Environments](https://docs.floydhub.com/guides/environments/)

Select env:

    floyd run --env tensorflow-1.4:py2 "bash run.sh" 

        

Error:

    

    ImportError: No module named 'tensorflow.python.keras'

    

Fix:

    floyd run --env tensorflow-1.4 "python cifar.py"