FloydHub

Platform as a Service for Deep Learning

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

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

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

sudo pip install urllib3[secure]

• Mount

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
• Storing Output

Error

Command:

floyd run 'python cifar.py'

Default env:

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

• 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"