The Serial backend executes tasks sequentially inside of a single PHP process. The advantage of the Serial backend is that it has zero overhead, thus it may be faster than a parallel backend in cases where the computions are minimal such as with small datasets.
Note: The Serial backend is the default for most objects that capable of parallel processing.
This backend does not have any additional parameters.
This backend does not have any additional methods.
use Rubix\ML\Backends\Serial; $backend = new Serial();