Shorts : CPU and GPU in Kaggle kernel💥

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after selecting the accelerator to GPU, do we need to make any changes to code in order to use GPU as my tensorflow codes are still running with CPU even after selecting GPU

gamersgame
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Does that mean I don't need to buy a system having 16 GB and GPU, as Kaggle will provide it for free even for a
4GB RAM system??
What if I have million of rows???

sheetalkumari