NCA-GENM Exam Dumps | You are optimizing a multimodal model for deployment on an edge device with limited memory and computational

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Question 8/192

You are optimizing a multimodal model for deployment on an edge device with limited memory and computational resources. The model takes video frames and audio as input to predict human actions. Which of the following optimization techniques would provide the MOST significant reduction in model size and computational complexity without drastically sacrificing accuracy?

A. Increasing the number of layers in the neural network.

B. Using larger kernel sizes in convolutional layers.

C. Applying knowledge distillation to train a smaller student model.

D. Increasing the sampling rate of the audio input.

E. Removing batch normalization layers.

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