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Optimizer parallelism generally known as zero redundancy optimizer [37] implements optimizer condition partitioning, gradient partitioning, and parameter partitioning across devices to scale back memory intake though keeping the interaction charges as lower as is possible.As a result, architectural particulars are the same as the baselines. Furthe