Supercomputer rapidly builds better neural networks (e.g. AI for science). (Slow human machine learning experts need not apply.)
Auto-generated networks can be produced quickly, in a matter of hours as opposed to the months needed using conventional [manual] methods.
It is designed to evaluate, evolve, and optimize neural networks for unique datasets. Scaled across Titan's 18,688 GPUs, MENNDL can test and train thousands of potential networks for a science problem simultaneously, eliminating poor performers and averaging high performers until an optimal network emerges. The process eliminates much of the time-intensive, trial-and-error tuning traditionally required of machine learning experts.
Next... Summit could potentially deliver exascale-level performance for deep learning problems - the equivalent of a billion billion calculations per second.
Algorithm leverages Titan supercomputer to create high-performing deep neural networks
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Auto-generated networks can be produced quickly, in a matter of hours as opposed to the months needed using conventional [manual] methods.
It is designed to evaluate, evolve, and optimize neural networks for unique datasets. Scaled across Titan's 18,688 GPUs, MENNDL can test and train thousands of potential networks for a science problem simultaneously, eliminating poor performers and averaging high performers until an optimal network emerges. The process eliminates much of the time-intensive, trial-and-error tuning traditionally required of machine learning experts.
Next... Summit could potentially deliver exascale-level performance for deep learning problems - the equivalent of a billion billion calculations per second.
Algorithm leverages Titan supercomputer to create high-performing deep neural networks
Innovation Future Forum
» Exclusively for UK employees and free!
» Innovative ideas to solve your challenges
» Q&A about creativity and innovation
» and much more.
Modern Innovation and Creativity Training Courses
Powered by Innovation Future Specialist, the UK's most modern innovation provider.
