IX2-0171

① SA Source

Context Before

image

Source: SemiAnalysis InferenceX

Evidence

When comparing Dynamo TRTLLM B200 disagg prefill to SGLang MoRI MI355 disagg prefill, AMD gets framemogged due to the more mature implementation of disagg prefill on TRTLLM

Context After

image

Source: SemiAnalysis InferenceX

② Atomic Claim

比較 Dynamo TRTLLM B200 disagg prefillSGLang MoRI MI355 disagg prefillAMD 明顯落後,主要因為 TRTLLM 的 disagg prefill implementation 更成熟。

  • Epistemic Mode: ASSERTED
  • Mapping Status: COMPLETE

③ Semantic Frame

{
  "attribute": "MATURITY",
  "context_nodes": [
    {
      "id": "04_knowledge_base/NVIDIA B200",
      "label": "B200"
    },
    {
      "id": "04_knowledge_base/Prefill",
      "label": "prefill"
    },
    {
      "id": "04_knowledge_base/SGLang",
      "label": "SGLang"
    },
    {
      "id": "04_knowledge_base/AMD MoRI backend",
      "label": "MoRI"
    },
    {
      "id": "04_knowledge_base/MI355",
      "label": "MI355"
    },
    {
      "id": "02_companies/AMD",
      "label": "AMD"
    }
  ],
  "entity": {
    "id": "04_knowledge_base/TensorRT-LLM",
    "label": "TRTLLM"
  },
  "frame_type": "ATTRIBUTE",
  "qualifiers": {
    "condition_text": null,
    "numeric_mentions": [],
    "temporal_mentions": []
  },
  "value": {
    "numeric_mentions": [],
    "value_text": "比較 Dynamo TRTLLM B200 disagg prefill 與 SGLang MoRI MI355 disagg prefill,AMD 明顯落後,主要因為 TRTLLM 的 disagg prefill implementation 更成熟。"
  }
}

④ Canonical Entity Mapping

RoleSurface LabelCanonical Target
entityTRTLLMTensorRT-LLM
context_0B20004_knowledge_base/NVIDIA B200
context_1prefillPrefill
context_2SGLangSGLang
context_3MoRI04_knowledge_base/AMD MoRI backend
context_4MI355MI355
context_5AMDAMD

⑤ Human Review

請在 Properties 逐項確認:

  • 原文 → Atomic Claim 是否忠實
  • Atomic Claim → Semantic Frame 是否忠實
  • Canonical Entity mapping 是否正確
  • Epistemic mode 是否保留原文語氣
  • 最後選擇 review_action

Review state

Markdown 內文不是正式 approval。只有 Apply bridge 寫入的 Decision Ledger event 才是正式決策。