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MI355X reportedly offers up to 1.7x better performance per dollar than DGX B300

SemiAnalysis says a new SGLang feature removes duplicate KVCache data between local and distributed DRAM, allowing up to twice as much KVCache to be stored there.

1 Source, 20d ago, first seen 20d ago

TLDR

SemiAnalysis says MI355X offers up to 1.7x better performance per dollar than DGX B300. It also describes UnifiedRadixCache external cache, a new SGLang feature co-designed by AMD’s Mainland China UMBP team, Alibaba and the SGLang community. According to SemiAnalysis, the feature removes duplicated KVCache between local L2 DRAM and distributed L3 DRAM, allowing up to twice as much KVCache to be stored in DRAM.

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1 Source, first seen 20d ago

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1 Source

SemiAnalysis@SemiAnalysis_MI355X IS UP TO 1.7X BETTER 💰️PERF PER DOLLAR 💰️THAN DGX B300. The AMD Mainland China UMBP team co-designed, in collaboration with Alibaba & the @sgl_project community, a new feature in SGLang that removes the duplicated KVCache contained between local L2 DRAM & distributed L3 DRAM, allowing for up to 2x more KVCache to be stored in DRAM. This feature is called UnifiedRadixCache external cache. But importantly, this marks the trend of AMD increasingly being first-class co-designed for new features in widely used top production engines like SGLang.20d
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    1 Source

    SemiAnalysis@SemiAnalysis_MI355X IS UP TO 1.7X BETTER 💰️PERF PER DOLLAR 💰️THAN DGX B300. The AMD Mainland China UMBP team co-designed, in collaboration with Alibaba & the @sgl_project community, a new feature in SGLang that removes the duplicated KVCache contained between local L2 DRAM & distributed L3 DRAM, allowing for up to 2x more KVCache to be stored in DRAM. This feature is called UnifiedRadixCache external cache. But importantly, this marks the trend of AMD increasingly being first-class co-designed for new features in widely used top production engines like SGLang.20d
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