訓練與推論速度大對決：Habana Gaudi®2 效能超越 Nvidia A100 80GB
Original: Faster Training and Inference: Habana Gaudi®2 vs Nvidia A100 80GB
As large language models (LLMs) and generative AI exploded in popularity, demand for computing power surged dramatically, leaving Nvidia…
Hugging Face 發布 Habana Gaudi2 與 Nvidia A100 80GB 的基準測試對比。結果顯示，Gaudi2 在 BERT 和 T5 等主流模型的訓練速度上比 A100 快上近兩倍。透過 optimum-habana 庫，開發者只需修改極少程式碼即可無縫轉移，為 Nvidia 晶片短缺與高成本提供了強力的替代方案。
As large language models (LLMs) and generative AI exploded in popularity, demand for computing power surged dramatically, leaving Nvidia GPUs (such as the A100) severely supply-constrained and prohibitively expensive. Against this backdrop, Hugging Face partnered with Intel's Habana Labs to conduct in-depth benchmark testing of their second-generation deep learning accelerator, the Habana Gaudi2, comparing it against the market benchmark — the Nvidia A100 80GB.
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