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bertを使っているときにcuda out of memory にはまった。

Last updated at Posted at 2022-09-19

解決策

コマンドで解決する方法
① cmd 上で nvidia-smi と打ち、GPUの使用量を確認
② かなり使っていた場合、cmd 上でtaskkill /im cmd.exe と打ち、空き容量を増やす。
③ jupyter が落ちるので、再起動し、バッチサイズをなるべく小さくして再チャレンジ。

jupyter上で解決する方法
①jupyterをシャットダウンする。jupyterlabの場合 File -> shutdown
②nvidia-smiでGPUが解放されているか確認

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