![]() ![]() ![]() UMass Amherst Computer Scientists Use AI to Accelerate Computing Speed by Thousands of Times | UMass Amherstįor the seventh consecutive time, #UMassAmherst has earned the top spot for Best Campus Food in annual rankings published by The Princeton Review. Manning College of Information and Computer Sciences, UMass Amherst #ArtificialIntelligence #Technology #UMassAmherst #Research “Future improvements in speed will come less from better hardware and more from faster, more efficient programming.” “Computers are no longer getting faster,” says Berger. The program has already been downloaded over 75,000 times. It identifies problems with the CPU, GPU, and memory usage that are slowing Python down, then uses an AI to suggest optimizations. "Scalene first teases out where your program is wasting time,” Berger says. That's a problem! It's a readable computer programming language that's relatively easy to learn and capable of doing machine learning and data science projects, so it's almost universal.Įmery Berger is the leader of a team of UMass Amherst computer science researchers who have developed Scalene, a solution to Python's inefficiency. Python isn't just a little slower than other languages - it can be up to 60,000 times slower. How do you make a popular programming language fast enough to keep up with the times? According to UMass researchers: AI is the key. Python is user-friendly, Python is intuitive.and Python is slow. ![]()
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