Hi,
I’m currently planning to use XGBoost with GPU acceleration, mainly for parameter optimization. Right now, I’m performing leave-one-out cross-validation, and my feature dimensions are around 1000.
I haven’t purchased a GPU yet, but I’m considering either:
GeForce RTX 5060 Ti (though I couldn’t find its compute capability listed on the official NVIDIA site: https://developer.nvidia.com/cuda-gpus), or
GeForce RTX 4070 Ti, which has a compute capability of 8.9.
I’m using MATLAB R2022b, and according to the documentation, "MATLAB® supports NVIDIA® GPU architectures with compute capability 3.5 to 8.x."
Could anyone clarify whether either (or both) of these GPUs would be supported? Or perhaps suggest an alternative GPU that would work well with my setup?
Thanks in advance!Hi,
I’m currently planning to use XGBoost with GPU acceleration, mainly for parameter optimization. Right now, I’m performing leave-one-out cross-validation, and my feature dimensions are around 1000.
I haven’t purchased a GPU yet, but I’m considering either:
GeForce RTX 5060 Ti (though I couldn’t find its compute capability listed on the official NVIDIA site: https://developer.nvidia.com/cuda-gpus), or
GeForce RTX 4070 Ti, which has a compute capability of 8.9.
I’m using MATLAB R2022b, and according to the documentation, "MATLAB® supports NVIDIA® GPU architectures with compute capability 3.5 to 8.x."
Could anyone clarify whether either (or both) of these GPUs would be supported? Or perhaps suggest an alternative GPU that would work well with my setup?
Thanks in advance! Hi,
I’m currently planning to use XGBoost with GPU acceleration, mainly for parameter optimization. Right now, I’m performing leave-one-out cross-validation, and my feature dimensions are around 1000.
I haven’t purchased a GPU yet, but I’m considering either:
GeForce RTX 5060 Ti (though I couldn’t find its compute capability listed on the official NVIDIA site: https://developer.nvidia.com/cuda-gpus), or
GeForce RTX 4070 Ti, which has a compute capability of 8.9.
I’m using MATLAB R2022b, and according to the documentation, "MATLAB® supports NVIDIA® GPU architectures with compute capability 3.5 to 8.x."
Could anyone clarify whether either (or both) of these GPUs would be supported? Or perhaps suggest an alternative GPU that would work well with my setup?
Thanks in advance! matlab, gpu, xgboost, r2022b MATLAB Answers — New Questions

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