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TheRum avatar TheRum commented on August 27, 2024

Not sure about the Memory requirement of AutoML but this Memory error depends on your dataset size as well.
Since you are using a few thousand RGB images, it will take up a huge space and eventually may fail on VRAM/RAM in execution.
And "Batch size" is not yet configurable from the user side, so you will not be even able to trim down data flowing per batch.
I suggest to try with just a few hundred images and monitor the Memory used up!

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haifeng-jin avatar haifeng-jin commented on August 27, 2024

Thank you for the question.
Currently, we do not support loading batch by batch.
We may implement it later.

If really in need, you can submit an issue with the feature request template for it.
Thanks.

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