IEEE/ICACT20260329 Slide.16        [Big Slide]       [YouTube] Oral Presentation
Now, lets move to evaluation. We simulated a 3-DC MAN environment with heterogeneous GPUs—V100s in varying counts—and MAN links with 1-10 Gbps bandwidth and 1-3 ms latency. Models included GPT-1.9B and BERT-Large. We compared CDynP against baselines like standard data parallelism, PipeDream, and synchronous pipeline planning (SPP). Metrics focused on training time per iteration and strategy search time.

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