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Figure 4 shows the normalized performance of fine-tuning BioGPT model across 1, 2, and 4 nodes using the time to train(minutes) on 1 node 4th Gen Intel® Xeon® Scalable 8462Y+ as the baseline. The chart clearly shows that as we scale from 1 to 2 nodes, we get close to 2x lower time to train. Going to 4 nodes, we get near-linear 4x scaling across both platforms. Further, the performance of the platform with 5th Gen Intel® Xeon® processors is about a 9% improvement over the previous generation at iso-core count. Using the Dell R760 platform with Intel® Xeon® 5th Gen EMR 8562Y+, one can fine-tune a model like Bio-GPT in ~16.23 minutes across 4 nodes.
Medical professionals are well-known early adopters of technology that improves their efficiency and reduces the time for patient protocol design and care. BioGPT provides an assistant that can help medical professionals stay current with the latest research, recommend protocols, automate operations, and even make research and development recommendations. Contact your Dell Technologies representative to learn more about how Enterprise AI can help.