Most of the energy an AI chip burns never goes toward actual computation. It goes toward moving data: shuttling model weights and activations back and forth between memory banks and processing ...
Training AI demands raw GPU compute. Inference demands something else entirely: memory. The GPUs powering today's models carry limited high-bandwidth memory (HBM) before external memory is ...
Meanwhile, Longsys' mature PCIe Gen4 mSSD lineup has achieved commercial deployment. The products have secured collaborations ...
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