Weights & Biases’s documentation

This package provides an interactive CLI and python client for wandb.ai.

Quickstart

If you want to work with private runs or push data to the cloud you must first signup

$ pip install wandb
$ cd my_training_dir
$ wandb init
$ wandb my_script.py arg1

To manually push files to the cloud run:

$ wandb push latest somefile.proto

To pull down a model or sync your local directory with the cloud you can run:

$ wandb pull inception_v4/latest

You can access configuration and push or pull via the API directly in your python scripts:

import wandb
conf = wandb.Config()
wandb.sync(files=["*.h5"])
wandb.pull("transfer/learning")