Command Line Interface
After running pip install wandb you should have a new command available, wandb.
The following sub-commands are available:
Sub-command | Description |
docs | Open documentation in a browser |
init | Configure a directory with W&B |
login | Login to W&B |
offline | Only save run data locally, no cloud syncing ( |
online | Ensure W&B is enabled in this directory ( |
disabled | Disables all API calls, useful for testing |
enabled | Same as |
docker | Run a docker image, mount cwd, and ensure wandb is installed |
docker-run | Add W&B environment variables to a docker run command |
projects | List projects |
pull | Pull files for a run from W&B |
restore | Restore code and config state for a run |
run | Launch a non-python program, for python use wandb.init() |
runs | List runs in a project |
sync | Sync a local directory containing tfevents or previous runs files |
status | List current directory status |
sweep | Create a new sweep given a YAML definition |
agent | Start an agent to run programs in the sweep |
Use restore to return to the state of your code when you ran a given run.
# creates a branch and restores the code to the state it was in when run $RUN_ID was executedwandb restore $RUN_ID
How do we capture the state of the code?
When wandb.init is called from your script, a link is saved to the last git commit if the code is in a git repository. A diff patch is also created in case there are uncommitted changes or changes that are out of sync with your remote.
