VR2R-0718

① SA Source

Context Before

VR Max-Q on the other hand, exhibits lower Operating costs relative to MI4XX given the lower chip TDP.

Evidence

For example a VR NVL 72 cluster deployed at a Hyperscaler with Arista networking would have a operating cost of $0.75 per gpu per hour, representing ~20% lower costs vs MI4XX deployed with a Hyperscaler with the same Arista networking.

Context After

This highlights the advantages of the Max-Q configuration, particularly from an operating cost perspective, as the lower power TDP reduces rack-level power density for a meaningful cost savings over time.

② Atomic Claim

例如,採用 Arista networking 的 VR NVL72 Hyperscaler cluster,operating cost 約為每顆 GPU 每小時 0.75 美元,比採用相同 Arista networking 的 MI4XX 約低 20%。

  • Epistemic Mode: ASSERTED
  • Mapping Status: COMPLETE

③ Semantic Frame

{
  "frame_type": "NARY_RELATION",
  "participants": [
    {
      "node": {
        "id": "04_knowledge_base/VR NVL72",
        "label": "VR NVL72"
      },
      "role": "subject_platform"
    },
    {
      "node": {
        "id": "04_knowledge_base/MI400",
        "label": "MI4XX"
      },
      "role": "comparison_platform"
    },
    {
      "node": {
        "id": "04_knowledge_base/Hyperscaler",
        "label": "Hyperscaler"
      },
      "role": "deployment_type"
    },
    {
      "node": {
        "id": "02_companies/Arista",
        "label": "Arista"
      },
      "role": "network_vendor"
    },
    {
      "node": {
        "id": "04_knowledge_base/GPU",
        "label": "GPU"
      },
      "role": "cost_unit"
    }
  ],
  "qualifiers": {
    "condition_text": "operating cost per GPU per hour with same Arista networking",
    "numeric_mentions": [
      "$0.75",
      "20%"
    ],
    "temporal_mentions": []
  },
  "relation_type": "VR_NVL72_OPERATING_COST_VS_MI4XX_WITH_ARISTA"
}

④ Canonical Entity Mapping

RoleSurface LabelCanonical Target
subject_platformVR NVL7204_knowledge_base/VR NVL72
comparison_platformMI4XXMI400
deployment_typeHyperscalerHyperscaler
network_vendorAristaArista
cost_unitGPUGPU

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。