Tensors asking for too much RAM[ 1 Tib] for 370k text samples. How do I reduce its RAM requirements?

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Hi. I'm new to Deep Learning and Tensors are asking for 1 Tib RAM only for 370k text samples. I'm building a sentiment analysis RNN model.

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