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Current CatBoost 8000 from the recent master branch can be built with CUDA 11.4 - 12.2. Version 12.3+ support is in progress: #2755. Recent releases have been built with CUDA 11.8 and CUDA libraries are linked statically so the only requirement at runtime should be nVidia drivers. CUDA has backward compatibility so there should be no issues when it runs with newer nVidia drivers:
https://docs.nvidia.com/deploy/cuda-compatibility/#frequently-asked-questions |
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Having some issue getting catboost to work with GPU on EC2 instances, seems due to driver incompatibility. We think we need CUDA 12.4 but that's just by trial and error. Is this listed anywhere?
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