The BuildAugust 6, 2020via Amazon Science

Amazon’s open-source tools make embedding knowledge graphs much more efficient

Why it matters

Amazon's release of optimization tools for knowledge graph embeddings could accelerate enterprise AI deployments by making complex graph-based AI more computationally accessible and cost-effective.

Key signals

  • Tools optimized for multicore systems
  • Multiple-GPU optimization support
  • Distributed-training capabilities
  • Open-source release by Amazon

The hook

Amazon just open-sourced tools that make knowledge graph embeddings dramatically more efficient across multicore and multi-GPU systems.

Tools include optimizations for multicore, multiple-GPU, and distributed-training settings.
Relevance score:75/100

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