Hi Mac Pro experts,
I'm looking to substantially increase the speed/processing power of my Mac Pro (early 2008) 2 x 2.8 GHz Quad-Cores. I've read that it's possible to switch out the two processors with 3.8 GHz Quad-Cores (or 2 hex-cores) and max out the RAM at 32 GB. However, I read that these types of upgrades to the mac pro 3,1 translate into a proportionally smaller increase in performance for the price compared to just getting a Mac Pro 2009 or 2010 or 2013 or 2015 and making upgrades that max-out the speed/processing power and RAM on those machines.
I realize this was discussed back in 2013 (and elsewhere), but I know prices have changed since then.
If my goal is to get the largest performance increase to price ratio, can someone offer some insight into whether it makes more sense to buy a used Mac Pro 2009, 2010, 2013, 2015 and upgrade it to max out speed/processing power (e.g., install the highest speed/core processors that have a meaningful increase in performance, and/or max out the RAM etc.); OR upgrade my existing Mac Pro 3,1 as much as possible with respect to processors and/or RAM?
I use the Mac Pro to do machine learning, running Python packages (Anaconda/Jupyter Notebook) to model data from large datasets to predict outcomes for research. It often takes a long time to do the modeling of data from these large datasets, and I desperately need more processing power/speed to shorten the time it takes for the machine to iterate through all of a particular dataset.
Thank you in advance.
Lee
I'm looking to substantially increase the speed/processing power of my Mac Pro (early 2008) 2 x 2.8 GHz Quad-Cores. I've read that it's possible to switch out the two processors with 3.8 GHz Quad-Cores (or 2 hex-cores) and max out the RAM at 32 GB. However, I read that these types of upgrades to the mac pro 3,1 translate into a proportionally smaller increase in performance for the price compared to just getting a Mac Pro 2009 or 2010 or 2013 or 2015 and making upgrades that max-out the speed/processing power and RAM on those machines.
I realize this was discussed back in 2013 (and elsewhere), but I know prices have changed since then.
If my goal is to get the largest performance increase to price ratio, can someone offer some insight into whether it makes more sense to buy a used Mac Pro 2009, 2010, 2013, 2015 and upgrade it to max out speed/processing power (e.g., install the highest speed/core processors that have a meaningful increase in performance, and/or max out the RAM etc.); OR upgrade my existing Mac Pro 3,1 as much as possible with respect to processors and/or RAM?
I use the Mac Pro to do machine learning, running Python packages (Anaconda/Jupyter Notebook) to model data from large datasets to predict outcomes for research. It often takes a long time to do the modeling of data from these large datasets, and I desperately need more processing power/speed to shorten the time it takes for the machine to iterate through all of a particular dataset.
Thank you in advance.
Lee
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