What is it?
Machine learning (ML) is the scientific study of algorithms and statistical models that computer systems use to effectively perform a specific task without using explicit instructions, relying on models and inference instead. It is seen as a subset of artificial intelligence.
Why do you need it?
A good AI needs time to develop and training, aka machine learning process, and it usually takes a large amount of time and effort to analyze and tweak. A good machine learning protocol and infrastructure is ideal in order to shorten the time of development.
How is GIGABYTE helpful?
Our DNN training can optimize batch operations through automatic parameter adjustments and better GPU memory utilization. By adopting a graphical interface and letting non-technical users to experiment freely, the DNN shreds significant time from trial and error, making it the perfect cross-discipline AI training program to transform businesses to the new intelligent generation.
Arizona’s Lowell Observatory is studying the Sun with GIGABYTE’s G482-Z50 GPU Server in an effort to filter out “stellar noise” when looking for habitable planets outside of our Solar System. The server’s AMD EPYC™ processors, parallel computing capabilities, excellent scalability, and industry-leading stability are all features that qualify it for this astronomical task, making the discovery of a true “Twin Earth” achievable within our lifetime.
Taiwan's Ministry of Education is promoting AI learning. They want to reshape the school environment to make AI an integral part of students’ lives. In New Taipei, some elementary schools are installing GIGABYTE's AI-based facial recognition solution so students can check out books without a library card. Reading has never been easier, and educators can demonstrate the benefits of AI with this evergreen “teachable moment”.
Success CaseDecoding the Storm with GIGABYTE’s Computing Cluster
Waseda University, the “Center for Disaster Prevention around the World”, has built a computing cluster with GIGABYTE’s GPU server and tower servers. They use it to study and prepare for natural disasters, such as tsunamis and storm surges. Efforts go into understanding the tropical cyclones of tomorrow, which are thought to become more dangerous due to climate change.
n'Space, a projector-based platform, is capable of implementing mixed reality without wearable devices. Users can immerse in a virtual environment and interact with 3D projections without the need to cover their faces with electronics. The real world just got an expansion pack in the infinite realm of the imagination. ArchiFiction, the company behind the invention, optimized the virtual experience with GIGABYTE's solution, which can process large amounts of data with high performance.