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Google Colaboratory - Your session crashed after using all available RAM

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I am trying to read a numpy file of 18GB using Colab Pro version (RAM 25 GB) and it gives me: "Your session crashed after using all available RAM". While I am doing the same thing on my laptop in a minute with Installed Physical Memory (RAM) of 16 GB. Is there a way that I can fix this issue with paid Pro version of Colab with 25 GB not to crash?


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