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Accelerated dataframes on Metal


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Guest /u/Wackome
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Hi there,

 

I'm a policy analyst who runs large simulations. I currently use a Precision 7760, with most of my pipelines being sped up by cuDF on an NVIDIA A5000 with 12 GB VRAM. I code primarily in Python, R, and Rust.

 

The GPU acceleration speeds up my simulations by about 70x.

 

I have been seriously considering switching to a MacBook Pro M4. But, I am not too keen on giving up GPU acceleration. Realistically, what are my options? I am not too keen on rewriting a large chunk of my models in MSL to run on the GPU.

 

To those recommending cloud GPU providers - my work is bound by a few security protocols that prevent me from offloading data to an external site.

 

submitted by /u/Wackome

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