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Sending data to W&B Enterprise installations |
For the most part, you can use W&B Enterprise the same way as our Software-as-a-Service offering. There are a few tweaks to keep in mind.
You'll need to fetch your API key from your W&B Server instead of wandb.ai with one of the following methods. W&B Enterprise Server API keys have a dedicated prefix to avoid confusion between the SaaS system and your private installation.
# Save a wandb settings file in the `wandb` subfolder of your python path.
mkdir -p ~/.config/wandb
echo -e "[default]\nbase_url = http://your-server-ip-or-host" > ~/.config/wandb/settings
wandb login
python your-training-script.py
# Or, configure the CLI target with environment variables.
WANDB_BASE_URL=http://your-server-ip-or-host wandb login
WANDB_BASE_URL=http://your-server-ip-or-host python your-training-script.pyIn jupyter notebooks, simply set the environment variable WANDB_BASE_URL to the host or IP address of the server running W&B enterprise. For example:
import os
os.environ['WANDB_BASE_URL'] = 'http://your-server-ip-or-host'
# At this point you will be asked for an API KEY to your server.
import wandb
wandb.init()