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You are tasked with evaluating the scalability of a multimodal generative model deployed on an NVIDIAAI 00 GPU. The model processes text, images, and audio. Which of the following metrics and tools would be MOST relevant to monitor and analyze?
Correct Answer: B,E
GPU utilization, GPU memory usage, and throughput (samples per second) are crucial for assessing GPU workload and processing speed. CUDA and Tensor Core utilizations show how effectively the NVIDIA GPU's parallel processing capabilities are being used. While CPU and network performance can be bottlenecks, the GPU is the primary resource to evaluate for model scalability. Disk 1/0 is relevant for large datasets but less so for real-time inference.