fit

fit(), evolve() and fit.test().

common.optim.ne.fit.fit(space, agent, logger, config)

Neuroevolution + testing.

Note that this function and all of its sub-functions will be called by num_nodes * tasks_per_node MPI processes/tasks. These two variables are set in the Hydra launcher configuration.

Parameters:

• space (BaseSpace)

• agent (partial[BaseAgent])

• logger (Callable[..., Any]) – See setup_wandb().

• config (NeuroevolutionSubtaskConfig)

Return type:

None

common.optim.ne.fit.evolve(space, agent, logger, config)

Neuroevolution.

Parameters:

• space (BaseSpace)

• agent (partial[BaseAgent])

• logger (Callable[..., Any]) – See setup_wandb().

• config (NeuroevolutionSubtaskConfig)

Return type:

None

common.optim.ne.fit.test(space, config)

Neuroevolution testing.

Parameters:

• space (BaseSpace)

• config (NeuroevolutionSubtaskTestConfig)

Return type:

None