# GPT Image Hub prompt

## Dense 與 MoE 架構對比資訊圖
- URL: https://www.gptimagehub.com/zh-TW/library/dense-versus-moe-architecture-comparison-infographic
- Generator URL: https://www.gptimagehub.com/zh-TW/generate?promptId=oss-ym-g2-13633
- Markdown URL: https://www.gptimagehub.com/api/agent/markdown?path=%2Fzh-TW%2Flibrary%2Fdense-versus-moe-architecture-comparison-infographic
- Category: 資訊圖與教育
- Model: gpt-image-2
- Aspect ratio: 16:9
- Style: graphic-design
- Tags: 資訊圖, 神經網路, 深度學習, 架構圖, ai對比, 技術插圖
- Updated: 2026-10-26T18:24:38.098Z
- Created: 2026-10-26T18:24:38.098Z

生成對比稠密神經網路與混合專家（MoE）架構的技術資訊圖。可在括號內自訂標題與各項說明文字。

### Full prompt
```text
{
  "type": "infographic comparison diagram",
  "header": {
    "title": "[Dense 與 MoE 的區別]"
  },
  "layout": {
    "structure": "由中央VS徽章分隔的雙主列布局，底部為對比式頁尾",
    "sections": [
      {
        "position": "left column",
        "theme_color": "blue",
        "header": "[Dense 模型]",
        "subtitle": "所有神經元全部啟用",
        "diagram": {
          "type": "fully connected neural network",
          "elements": [
            "1個標註為'輸入'的橙色輸入節點",
            "4個隱藏層，節點數分別為4、5、4、2",
            "節點為白色、藍色和黃色",
            "相鄰節點之間密集的交叉連線線"
          ]
        },
        "bullet_points": [
          "[使用全部引數]",
          "計算成本較高"
        ]
      },
      {
        "position": "right column",
        "theme_color": "orange",
        "header": "[MoE 模型]",
        "subtitle": "部分專家模組選擇性啟用",
        "diagram": {
          "type": "mixture of experts network",
          "elements": [
            "1個標註為'輸入'的橙色輸入節點",
            "3個標有 Expert 1、Expert 2、Expert 3 的矩形模組",
            "1個標註為'輸出'的黃色輸出節點",
            "連線輸入到專家模組、再到輸出的分支箭頭"
          ]
        },
        "bullet_points": [
          "[僅呼叫部分專家]",
          "高效且具可擴充套件性"
        ]
      },
      {
        "position": "center",
        "element": "帶有'VS'字樣的紅色圓形徽章",
        "connections": "向左的藍色箭頭與向右的橙色箭頭"
      },
      {
        "position": "footer left",
        "background": "light blue",
        "text": "Dense: 所有網路層持續運轉並呼叫全部引數",
        "icon": "1個CPU晶片圖示",
        "label": "高功耗"
      },
      {
        "position": "footer right",
        "background": "light orange",
        "text": "MoE: 僅啟用所需的專家模組",
        "icons": "2個圓形圖示（橙色箭頭、藍色閃電）",
        "label": "低成本·高效率"
      }
    ]
  }
}
```