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Past Project(s)

Client(s)

Country

Taiwan

Industries Involved

Company Description

MyelinTek Inc.

Solutions:

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result(s) 

MLSteam AI Platform from Myelintek is a robust deep neural networks (DNN) lifecycle solution, encompassing development and deployment stages, with an integrated approach to Machine Learning Operations (MLOps). It simplifies dataset management, model training, and AI model operation, streamlining the end-to-end process for developers. A cloud-based Integrated Development Environment (IDE) supports seamless DNN development, including thorough tools for data labelling, intuitive dataset management, experiment tracking, continuous training, and effortless model deployment. The platform is tailored to support the latest hardware including A100 GPU from Nvidia and MI200 GPU from AMD.

Software

MLSteam AI Platform for IT simplifies the process of deep learning model development and serving. It offers an easy-to-use web interface for managing datasets, scheduling training jobs, monitoring hardware resource usage, and handling servers. The platform reduces manual intervention through automated infrastructure and resource management, indicative resource allocation mapping, and real-time resource tracking. It supplies convenient features such as LDAP/AD support, REST API, and event notification through webhooks. Moreover, it aims to ease the work of DNN developers by supporting the latest hardware accelerators such as Nvidia's A100 GPU and AMD's MI200 GPU with no configuration required.

Software