NCA-GENM Exam Dumps | Consider the following code snippet used for creating a multimodal dataset with PyTorch. The dataset

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Question 22/192

Consider the following code snippet used for creating a multimodal dataset with PyTorch. The dataset contains images and corresponding text descriptions. However, during training, you observe a significant imbalance in the data distribution of text lengths. Which of the following techniques would BEST address this issue?

A. Applying standard image augmentation techniques to the image data.

B. Padding or truncating text sequences to a fixed length.

C. Using a learning rate scheduler to adjust the learning rate during training-

D. Applying Batch Normalization to the image features.

E. Using the exact same length of text and same images.

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