Skip to main content

Code copier for multi experiments

Project description

DFRUN

gadget for dl experiments

What it does:
  1. create a folder to copy all the code in the current directory to freeze one training process
  2. switch to the working path to the folder created, and run the command
  3. if gpu resources is needed, nvidia-ml-py package is needed. In python 2.x, pip install nvidia-ml-py, while in python 3.x, pip install nvidia-ml-py3
Dependencies:

​ Code is tested on python 3.4 and it's supposed to run in python 3 environment.

Install:
pip install dfrun

or clone this repository and run:

python setup.py install
Usage:
dfrun -d [experiment folder] -n [experiment name] -g [NUMxMEM] [command]
What does the project folder look like:

Proj

|__ [CODE FILES]

|__ .dfignore (contains the files/folders ignored in the copy process)

|__ Experiment Folder (--exp-dir -d)

​ |__ Experiment Name (--exp-name -n)

​ | |__ [CODE FILES COPIED]

​ | Other Exp Names....

Contact:

mayeoliver@163.com

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for dfrun, version 0.1.5
Filename, size File type Python version Upload date Hashes
Filename, size dfrun-0.1.5-py3-none-any.whl (5.4 kB) File type Wheel Python version py3 Upload date Hashes View
Filename, size dfrun-0.1.5.tar.gz (4.0 kB) File type Source Python version None Upload date Hashes View

Supported by

Pingdom Pingdom Monitoring Google Google Object Storage and Download Analytics Sentry Sentry Error logging AWS AWS Cloud computing DataDog DataDog Monitoring Fastly Fastly CDN DigiCert DigiCert EV certificate StatusPage StatusPage Status page