Tag: hardware efficiency
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Cloud Blog: Unlocking LLM training efficiency with Trillium — a performance analysis
Source URL: https://cloud.google.com/blog/products/compute/trillium-mlperf-41-training-benchmarks/ Source: Cloud Blog Title: Unlocking LLM training efficiency with Trillium — a performance analysis Feedly Summary: Rapidly evolving generative AI models place unprecedented demands on the performance and efficiency of hardware accelerators. Last month, we launched our sixth-generation Tensor Processing Unit (TPU), Trillium, to address the demands of next-generation models. Trillium is…
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Hacker News: Talaria: Interactively Optimizing Machine Learning Models for Efficient Inferenc
Source URL: https://arxiv.org/abs/2404.03085 Source: Hacker News Title: Talaria: Interactively Optimizing Machine Learning Models for Efficient Inferenc Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses “Talaria,” a system designed for optimizing machine learning models for efficient inference on personal devices. With an emphasis on user privacy and resource constraints, the system allows…