IX2-0280
① SA Source
- Source: 開啟完整 SA 文章
- Section:
AMD Composability Issue on FP4, Distributed Inferencing and Wide Expert Parallelism - Line hint:
478
Context Before
Source: SemiAnalysis InferenceX ↗
AMD Composability Issue on FP4, Distributed Inferencing and Wide Expert Parallelism
Evidence
While AMD performs somewhat decently on single node FP4 and performs competitively to B200 SGLang on FP8 distributed inferencing, the issue with the current AMD open source inferencing stack is that, while individual inference optimizations perform well, real customers deploy with multiple optimizations composed together. Top tier AI labs are all using FP4 **with **disaggregated inferencing with wide expert parallelism all enabled at the same time, and this is where the issue occurs.
Context After
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② Atomic Claim
頂級 AI labs 已經同時啟用 FP4、disaggregated inferencing 與 wide expert parallelism。
- Epistemic Mode:
ASSERTED - Mapping Status:
PARTIAL
③ Semantic Frame
{
"attribute": "UNSPECIFIED_ATTRIBUTE",
"context_nodes": [
{
"id": "04_knowledge_base/Expert Parallelism",
"label": "wide expert parallelism"
}
],
"entity": {
"id": "04_knowledge_base/FP4",
"label": "FP4"
},
"frame_type": "ATTRIBUTE",
"qualifiers": {
"condition_text": null,
"numeric_mentions": [],
"temporal_mentions": []
},
"value": {
"numeric_mentions": [],
"value_text": "頂級 AI labs 已經同時啟用 FP4、disaggregated inferencing 與 wide expert parallelism。"
}
}④ Canonical Entity Mapping
| Role | Surface Label | Canonical Target |
|---|---|---|
| entity | FP4 | FP4 |
| context_0 | wide expert parallelism | 04_knowledge_base/Expert Parallelism |
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。