Colab crashes when trying to create confusion matrix

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I am trying to create a confusion matrix for my test set. My test set consists of 3585 images. Whenever I try to run the following code:

x_test,y_test = next(iter(dataloader)))
y_pred = resnet(x_test)

Google colab crashes using all the available RAM. Does anyone have a work around for this? Should I do this in batches?



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