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AI IntelligenceSep 25, 2026AI Intelligence
Article

DeepSeek optimization boosts PCIe GPU inference throughput nearly sevenfold

DeepSeek has significantly improved the inference throughput of PCIe graphics cards by nearly seven times through kernel completion and communication reconstruction. The optimization allows 1.5 servers equipped with 6000D GPUs to outperform a single B300 server.

Frontier EditorialSource: 量子位
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Source Brief

DeepSeek optimization boosts PCIe GPU inference throughput nearly sevenfold: DeepSeek has significantly improved the inference throughput of PCIe graphics cards by nearly seven times through kernel completion and communication reconstruction. The optimization allows 1.5 servers equipped with 6000D GPUs to outperform a single B300 server.

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