How can I read a csv file using panda dataframe from GPU?

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I am reading a file using file=pd.read_csv('file_1.csv')

which is taking a long time on CPU.

Is there any method to read this using GPU.

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No. The biggest bottleneck is IO and that’s handled by the CPU.