{
  "source_file": "0930",
  "source_platform": "Ghost",
  "author": "Avi Chawla / Daily Dose of Data Science",
  "title_listed": "How a GPU Actually Works",
  "keywords": "",
  "domain": "大模型算法",
  "content_type": "深度技术解析",
  "is_paid_flag": "否",
  "url": "https://www.dailydoseofds.com/p/how-a-gpu-actually-works/",
  "publish_date": "2026-08-17",
  "corpus_stage": "",
  "notes": "",
  "id": "8efc21f4b64f",
  "collected_at": "2026-10-02T13:46:01",
  "title": "How a GPU Actually Works",
  "body_markdown": "Aug 18, 2026\nLLMOps\nHow a GPU Actually Works\nThe intuition an LLM engineer needs, without the hardware manual. By the end, techniques like quantization, speculative decoding, and continuous batching should stop looking like a list of tricks to memorize.\nAvi Chawla",
  "metadata": {
    "title": "How a GPU Actually Works",
    "description": "The intuition an LLM engineer needs, without the hardware manual. By the end, techniques like quantization, speculative decoding, and continuous batching should stop looking like a list of tricks to memorize.",
    "keywords": null,
    "author": null,
    "og:site_name": "Daily Dose of Data Science",
    "og:type": "article",
    "og:title": "How a GPU Actually Works",
    "og:description": "The intuition an LLM engineer needs, without the hardware manual. By the end, techniques like quantization, speculative decoding, and continuous batching should stop looking like a list of tricks to memorize.",
    "og:url": "https://www.dailydoseofds.com/p/how-a-gpu-actually-works/",
    "og:image": "https://storage.ghost.io/c/3f/df/3fdf6ed2-17ac-4b12-a693-8078bd13e748/content/images/2026/08/Capture-2026-08-18-015254.png",
    "og:image:width": "680",
    "og:image:height": "272",
    "twitter:card": "summary_large_image",
    "twitter:title": "How a GPU Actually Works",
    "twitter:description": "The intuition an LLM engineer needs, without the hardware manual. By the end, techniques like quantization, speculative decoding, and continuous batching should stop looking like a list of tricks to memorize.",
    "twitter:url": "https://www.dailydoseofds.com/p/how-a-gpu-actually-works/",
    "twitter:image": "https://storage.ghost.io/c/3f/df/3fdf6ed2-17ac-4b12-a693-8078bd13e748/content/images/2026/08/Capture-2026-08-18-015254.png",
    "twitter:label1": "Written by",
    "twitter:data1": "Avi Chawla",
    "twitter:label2": "Filed under",
    "twitter:data2": "LLMOps",
    "twitter:site": "@_avichawla",
    "article:published_time": "2026-08-17T20:28:58.000Z",
    "article:modified_time": "2026-08-17T20:28:58.000Z",
    "article:tag": "LLMOps"
  },
  "paywall": {
    "listed_paid": false,
    "detected": false,
    "marker": "",
    "public_only": false,
    "policy": "付费/会员内容只保留页面公开可见部分，不绕过付费墙"
  },
  "crawl": {
    "success": true,
    "status_code": 200,
    "error": ""
  },
  "code_blocks": [],
  "images": [
    {
      "status": "ok",
      "url": "https://storage.ghost.io/c/3f/df/3fdf6ed2-17ac-4b12-a693-8078bd13e748/content/images/size/w400/2026/03/avi-google.jpg",
      "bytes": 11344,
      "reused": true,
      "local_path": "attachments/8efc21f4b64f/images/000.jpg",
      "src": "https://storage.ghost.io/c/3f/df/3fdf6ed2-17ac-4b12-a693-8078bd13e748/content/images/size/w400/2026/03/avi-google.jpg",
      "alt": "Avi Chawla",
      "downloaded": true
    }
  ],
  "audio": [],
  "videos": [],
  "links": [],
  "repair_version": 2,
  "repaired_at": "2026-10-14T10:47:55Z",
  "source_url": "https://www.dailydoseofds.com/p/how-a-gpu-actually-works/",
  "papers": [],
  "actual_video_files": [],
  "body_chars": 264,
  "expected_body_images": 1,
  "discovery_status": "ok",
  "delivery_status": "ok",
  "missing_reason": "",
  "raw_html": "attachments/8efc21f4b64f/pages/source.html",
  "local_html": "attachments/8efc21f4b64f/pages/article.html",
  "body_base_path": "attachments/8efc21f4b64f/pages/",
  "body_markdown_path": "attachments/8efc21f4b64f/pages/article.md"
}