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What is the GPU ram required to train YOLO v4? More generally what is the ram requirements to work with the more interesting architectures and bigger datasets?

I see Nvidia has released the RTX 3090 with 24GB ram but the RTX 3080-3070 still maintain 10GB and 8GB and I wonder if that is sufficient for academic and hobby workloads or if a 3090 will be required.

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