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Questions about memory, CPU, and GPU requirements for pre-training and fine-tuning
Hi scGPT Team,
I really enjoyed reading the paper. It seems the software requires a significant amount of resources, and was wondering if you might have information on the following:
What are the pre-training and fine-tuning CPU, memory, and GPU requirements for the following:
Analysis Criteria
- Cell-Type Annotation
- Multiomic Integration
- Gene regulatory Network Inference
The number of genes can vary between 10,000 - 30,000 genes, and the number of cells might vary between 10,000 - 10 million.
If you might have timing information how long each might take, that would helpful to know in order for me to properly run it.
Thank you, Paul