Why do we have supercomputers

Individuals, markets, and society will all prosper from artificial intelligence. Although supercomputers have long been a necessity in fields such as physics and space science, the expanded use of artificial intelligence and machine learning has prompted a surge in demand for supercomputers capable of performing a quadrillion computations per second.

In reality, the very next generation of supercomputers, known as exascale supercomputers, is enhancing efficiency in these areas. Supercomputers, or, to put it another way, machines with accelerated hardware, are worthy of improving the velocity of the artificial intelligence system.

It can train quicker, on larger, more detailed sets, along with more oriented and deeper training sets, thanks to its improved pace and ability. The company said that the supercomputer could train various artificial intelligence models and comes with more than 2,85, CPU cores, 10, GPUs, and Gbps of network connectivity for each GPU server. The second is there would be no benefit to running commodity applications on such highly optimized hardware, again a standard computer would work just fine.

The benefit is seen when the amount of data or the complexity of the calculation is such that commodity hardware cannot execute the job in a reasonable amount of time — days, weeks, or months. Often these workloads need to be run in minutes our hours because the time to results matters. They are employed in engineering simulations such as fluid dynamics calculations on automobiles that look at drag and aerodynamic efficiency. Likewise, mechanical engineering simulations that calculate the loads across an entire structure to determine where weak points and stress may be located.

A less traditional application can be seen in training models for artificial intelligence , where supercomputers are used to assemble sequenced genomes in a matter of hours as opposed to days. Are supercomputers special beasts? Now What? That, and poor posture, takes a toll on our bodies. Continue Reading.

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