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open-mmlab / mmdetection

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how do I train a large dataset that out of memory?

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hyq12358
hyq12358 commented Dec 28, 2021

I want to train a detector based on object365 dataset, but object365 is pretty large, and caused out of memory error in my computer.
I want to split the annotation file to 10, such as ann1,ann2,...ann10, then build 10 datasets and concatenate them, but I'm not sure whether it's
gonna work or not.
Any better suggestion?

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