This brief video explains Grid Search with successive Halving. Grid Search is often very slow and the primary bottleneck in many production pipelines. Successive Halving is a strategy to find the best parameter configuration with fewer resources. In otherwords, it is a way of speeding up GridSearch without using all resources for all parameter combinations.
