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But quantum chemical calculations require a lot of memory (both RAM and HDD) and a lot of CPU time: a system with tens atoms can be being processed within ten hours at one CPU.
"You already have a lot of CPU power at your disposal," he says.
Therefore we implemented a filter which required a lot of cpu cycles to compute.
The Google Brain result was built on a huge distributed system with a lot of CPU cores [16,000].
If these files are stored in flat directories the data server may spend a lot of CPU time searching these directories.
On the other hand, compute-bound threads need to receive a lot of CPU time to finish their work, but have no requirement for fast response time.
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Power consumption seem a lot of independent from cpu load... this seem hard to be right!
Using powerful computers equipped with a lot of RAM memory and CPU power is another technique.
The specs page at kin.com is a bit… non-literal, so there's not a lot of information on what model of CPU it's running, what amount of RAM, and so on.
For the Intel Core i5-9600K overclock, I managed 5.1GHz, and as I've found with a lot of Intel's recent CPUs, you generally hit a limit with heat fairly quickly above this.
This results in up to 2TB of memory per CPU, which means a lot of memory can be attached to a single CPU, inexpensively and compact.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com