Optimizer parallelism often called zero redundancy optimizer [37] implements optimizer state partitioning, gradient partitioning, and parameter partitioning throughout devices to lower memory intake even though holding the interaction expenditures as very low as is possible.Focus on innovation. Permits businesses to focus on special offerings and