Brief
In merely two years, the Academy has delivered 6,000 AI elites to 1,500 companies in electronics, information systems, services, healthcare and manufacturing fields to become their AI backbone.
From the beginning, the Taiwan AI Academy has become Taiwan's largest GPU computing cluster. With locations in Taipei, Hsinchu, Taichung, and Southern Taiwan, the Academy believes that Taiwan can stay competitive with the development of AI, and it strives to realize the idea through higher-level education.
How does AI Model change your workflow?
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PrimeHub allows the Taiwan AI Academy to quickly build a multi-user computing management platform, with which teaching assistants across the four academy locations in Taiwan can easily complete administration tasks by setting up student accounts and class information; and students can skip the frustrating environment configuration process and instantly jump into learning. PrimeHub can gracefully handle hundreds of concurrent students and accelerate their learning success.
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The aforementioned problems are where the PrimeHub comes in. It helps image creation, GPU environment configuration, parameter fine-tuning and version control to save time spent on long waiting and painstaking two-way communications.
Now the AI Center can build models in no time, while the IT Department easily manages the systems — all without the effort to fine-tune the environment or spend days on model deployments. All thanks to the PrimeHub’s blazing-fast ability to make completed models available online in merely an hour.
The PrimeHub helps us to perform system management tasks easily and efficiently, and it even allows us to deploy AI models online in an hour.
IT Department, Chimei Medical Center
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In its early stages, the Academy deployed dozens of servers and a few hundred graphic cards for students to get hands-on experience on AI model constructions; however it’s an equally complex task to adequately distribute such resources among hundreds of people while maintaining stability of the entire system.
Since most students were new to AI development, the Academy called for an intuitive, friendly learning environment without the need to waste time on tedious configurations; and the system needed to be able to allow easy sharing of teaching materials, such as weekly sample files and AI model training data sets.
To meet the requirements, the Academy needed to build a multi-user, manageable computing platform in a relatively short period.
InfuseAI works very closely with the AI Academy to meet every teaching and learning need. Teaching assistants on different sites can operate the PrimeHub platform with ease to complete all administration tasks for students to start immediately and focus on learning new things.
Taiwan AI Academy
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“To initiate an AI project in the medical center requires three roles: clinical professionals, analysts and IT engineers,” explained Mr. Chung-feng Liu, Supervisor of the AI Center. The clinical professionals bring problems forward from the ones they encounter in the practices, and the AI Center would help them to turn problems into solutions.
The experts from the AI Center would visit every department to introduce how AI solutions were developed from data acquired, and encourage the colleagues to come up with possible applications.
