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AI’s compute fragmentation: what matrix multiplication teaches us

AI is powered by a virtuous circle of data, algorithms (“models”), and compute. Growth in one pushes needs in the others and can grossly affect the developer experience on aspects like usability and performance. Today, we have more data and more AI model research than ever before, but compute isn’t scaling at the same…
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AI & Machine LearningSystems & Performance2023

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Mar 23, 2023AI’s compute fragmentation: what matrix multiplication teaches us by tzhenghao12244

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