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Feb 15, 2022 · Artificial Intelligence

Horovod Distributed Deep Learning Training: Architecture, Performance, and Kubernetes Deployment

This article provides a comprehensive overview of Horovod, Uber's open-source distributed deep learning framework, covering its architecture, communication mechanisms, performance benchmarks, and deployment on Kubernetes and Spark for accelerated multi-GPU training.