Machine Learning at Facebook: Understanding Inference at the Edge - Meta Research | Meta Research
Machine Learning at Facebook: Understanding Inference at the EdgeIEEE International Symposium on High-Performance Computer Architecture (HPCA) At Facebook, machine learning provides a wide range of capabilities that drive many aspects of user experience including ranking posts, content understanding, object detection and tracking for augmented and virtual reality, speech and text translations. Whi
Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective - Meta Research | Meta Research
Applied Machine Learning at Facebook: A Datacenter Infrastructure PerspectiveInternational Symposium on High-Performance Computer Architecture (HPCA) Machine learning sits at the core of many essential products and services at Facebook. This paper describes the hardware and software infrastructure that supports machine learning at global scale. Facebook’s machine learning workloads are extremely d
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