NCA-AIIO - AI Infrastructure - Section 2.1
Identify hardware requirements for specific AI training task use cases.
Identify the GPU memory, interconnect bandwidth, and storage throughput requirements driven by model size, batch size, and dataset scale for common AI training workloads. Distinguish why large language model training demands high-bandwidth memory (HBM) GPUs and fast NVLink or InfiniBand interconnects compared with smaller computer-vision tasks.
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