VR2R-0641
① SA Source
- Source: 開啟完整 SA 文章
- Section:
Ethernet-Based Cluster Deployments - Line hint:
552
Context Before
Recall from above that a Vera Rubin NVL72 cluster built with Q3400-X800 switches at 1.6T logical ports per GPU cannot scale beyond the maximum cluster size of 93,312 GPUs. Even if future switch generations continue to double the maximum possible switching capacity per switch box, the per GPU bandwidth is also expected to double, which means that the effective logical port count in a cluster network is unlikely to change.
Evidence
What this means is that deployment of large-scale GPU clusters will continue to require multi-plane network architectures.
Context After
Do note however that multi-plane networking architectures are not limited by size and we have also seen NVIDIA reference architecture deployments with multi-plane clusters that are significantly below 100k GPUs each.
② Atomic Claim
這表示大型 GPU cluster 的部署未來仍會需要 multi-plane network architecture。
- Epistemic Mode:
INFERRED - Mapping Status:
PARTIAL
③ Semantic Frame
{
"attribute": "LARGE_CLUSTER_MULTIPLANE_REQUIREMENT",
"context_nodes": [],
"entity": {
"id": "04_knowledge_base/GPU",
"label": "GPU"
},
"frame_type": "ATTRIBUTE",
"qualifiers": {
"condition_text": "inference from switch-radix and per-GPU bandwidth scaling",
"numeric_mentions": [],
"temporal_mentions": [
"will continue"
]
},
"value": {
"numeric_mentions": [],
"value_text": "large-scale GPU clusters will continue to require multi-plane network architectures."
}
}④ Canonical Entity Mapping
| Role | Surface Label | Canonical Target |
|---|---|---|
| entity | GPU | GPU |
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。