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The Biggest Challenge Of Inference Chips

Led by Transformer and other large language models (LLMs), software algorithms have made rapid progress while the processing hardware responsible for executing them has been left behind. Even the most advanced algorithmic processors do not have the performance required to elaborate the latest ChatGPT query in a timeframe of one or two seconds.

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