Where is Batch Size used in practice?

Modern frameworks like DeepSpeed, FSDP, and Axolotl handle batch size, gradient accumulation, and distributed training transparently. AI governance teams document the effective batch size (per_device × num_devices × gradient_accumulation_steps) in their training lineage. The platfor