NCA-GENM Exam Dumps | You're developing a real-time multimodal A1 system that processes live video and audio streams. The system's

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Question 59/192

You're developing a real-time multimodal A1 system that processes live video and audio streams. The system's performance is lagging behind requirements. Which of the following optimization strategies would be MOST effective in improving the system's throughput and reducing latency?

A. Switching from a Transformer-based model to an RNN-based model.

B. Implementing TensorRT for model inference.

C. Increasing the batch size to maximize GPU utilization.

D. Using mixed-precision training (e.g., FPI 6) and inference.

E. Reducing the number of layers in the model.

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