Run your first experiment

ARMLET is based on Hydra for simplifying the launch of experiments and ensuring high reproductibily with config files. In the following, we provide few guidelines for running your first experiment.

See also

Please look at Hydra documentation for further comprehension about Hydra basics.

Run armlet to launch a single experiment with the default configuration values.

armlet

Config values (e.g., exp.seed) or config groups (e.g., data/dataset) can be directly overrided from the command line. Note that + need to be added before the config values or groups that do not have default values.

armlet exp.seed=1 data/dataset=ars +data/loading=default

See also

For more information about configuration files, config values, or config groups, see Configuration.

Tip

You can also run multiple experiments sequentially in a single command-line or use experiment config files. For more information, see Running experiments.