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Avoid high memory usage from past computations #4

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@v-i-s-h v-i-s-h commented Jan 11, 2023

Computation graph of losses are held in memory because of not using .item(). This eventually leads to high memory usage and hanging the system. By releasing the computation graph after saving the required values, high memory usage is mitigated.

@v-i-s-h v-i-s-h changed the title Avoid memory usage of past computations Avoid high memory usage from past computations Jan 11, 2023
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