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Aug 15 – 21, 2022

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Week of Aug 15 – 21, 2022

k.Frontier
FrontierAmazon Science
KeyRank 75

Scaling graph-neural-network training with CPU-GPU clusters

This breakthrough in training efficiency could dramatically reduce costs and time for companies building AI systems that analyze relationships and networks, from recommendation engines to fraud detection.

Why it ranks · · 15-18x faster than predecessor approaches · Aug 15 – 21, 2022

Read full story
The six pillarsRanked by KeyRank · this week

Frontier

43% share

Models, benchmarks, the lab race. · 3 stories

  1. 1Scaling graph-neural-network training with CPU-GPU clusters75
  2. 2Amazon wins contest to control "formality" in machine translation
  3. 3A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes

Tools

57% share

The AI products people actually use. · 4 stories

  1. 1A billion SMT queries a day75
  2. 2Deep Dive: Vision Transformers On Hugging Face Optimum Graphcore
  3. 3Deploying 🤗 ViT on Vertex AI
All 4 stories

Agents

quiet today

Autonomous systems in the wild. · 0 stories

  1. Nothing cleared the bar today.

Money

quiet today

Funding, M&A, valuations, earnings. · 0 stories

  1. Nothing cleared the bar today.

Chips

quiet today

Silicon, racks, the compute buildout. · 0 stories

  1. Nothing cleared the bar today.

Work

quiet today

Jobs, industries, people & policy. · 0 stories

  1. Nothing cleared the bar today.

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