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Seeking GPU Memory Requirements for Model Training

Open mohit-choithwani opened this issue 1 year ago • 1 comments

Hello, thanks for the fantastic work. I'm utilizing the NVIDIA GeForce RTX 3080 Lite Ha with a total of 64GB memory. I've experimented with various models and successfully executed a few like NeuS-Facto and BakedSDF. However, I encounter CUDA out-of-memory errors with other models. Could someone please provide the memory requirements for training each model? Thank you.

mohit-choithwani avatar Jan 31 '24 19:01 mohit-choithwani

Hi, it depends on the model size and the batch size, number of samples. You can try different values.

niujinshuchong avatar Mar 08 '24 08:03 niujinshuchong