SUPERMICRO® ARTIFICIAL INTELLIGENCE / MACHINE LEARNING READY SOLUTION: Meet all your AI/ML application needs with Supermicro optimized GPU server solutions WHITE PAPER
■The rapid expansion of Artificial Intelligence (AI) and Machine Learning (ML) applications into all aspects of business and everyday life is generating an explosion in Big Data. This advancement comes with a price, however the need for frequent training, retraining, and hyperparameter tuning longer times than are now the norm. In addition, AI/ML also requires enormous amounts of processing power for model training.
■Compute-intensive Machine Learning algorithms take extended times to complete when using hardware without acceleration features, resulting in overall poor application performance and reduced ROI. With this growing demand for AI/ML applications, enterprise data centers accommodate budget, space, and IT resources, while also shortening this training time bottleneck.
■With no end in sight to expanding datasets, nor to compute and memory-intensive applications, data center managers must rapidly secure the necessary processing horsepower and matching AI/ML platforms to satisfy their business needs. With the proper selection of vendors, these hardware-plus-application solutions will help users to identify trends and patterns, improving throughput and training times, thus leading to a positive cycle of advancement. This paper describes one such AI/ML solution from Supermicro.
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Please see the document for details |
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English Chinese Chinese and English Japanese |
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March 2020 |
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01_AI-ML-Ready_2020_01-6 |
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1.1 MB |
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