{"id":5130,"date":"2024-05-24T15:16:00","date_gmt":"2024-05-24T07:16:00","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=5130"},"modified":"2024-12-09T15:25:24","modified_gmt":"2024-12-09T07:25:24","slug":"one_min_deployment","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/one_min_deployment","title":{"rendered":"1\u5206\u9418\u641e\u5b9aAI\u6a5f\u5668\u5b78\u7fd2\u958b\u767c\u74b0\u5883\u5efa\u7f6e"},"content":{"rendered":"\n

\u5728\u4eba\u5de5\u667a\u6167(AI)\u548c\u6a5f\u5668\u5b78\u7fd2(ML)\u7684\u71b1\u6f6e\u4e0b\uff0c\u8d8a\u4f86\u8d8a\u591a\u7684\u4f01\u696d\u548c\u7814\u7a76\u6a5f\u69cb\u6295\u5165\u5230\u9019\u500b\u9818\u57df\u3002\u7136\u800c\uff0c\u5efa\u7acb\u4e00\u500b\u5b8c\u5584\u7684AI\/ML\u958b\u767c\u74b0\u5883\u5f80\u5f80\u662f\u4e00\u500b\u7e41\u7463\u4e14\u8017\u6642\u7684\u904e\u7a0b\uff0c\u7279\u5225\u662f\u5c0d\u65bc\u6578\u64da\u79d1\u5b78\u5bb6\u548c\u7814\u7a76\u4eba\u54e1\u800c\u8a00\uff0c\u4ed6\u5011\u66f4\u5e0c\u671b\u5c08\u6ce8\u65bc\u7b97\u6cd5\u548c\u6a21\u578b\u7684\u958b\u767c\uff0c\u800c\u4e0d\u662f\u82b1\u8cbb\u5927\u91cf\u6642\u9593\u5728\u74b0\u5883\u8a2d\u7f6e\u4e0a\u3002
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\u50b3\u7d71\u7684AI\/ML<\/strong>\u958b\u767c\u74b0\u5883\u5efa\u7f6e\u904e\u7a0b<\/strong><\/h2>\n\n\n\n

\u5728\u8457\u624bAI\/ML\u5c08\u6848\u4e4b\u524d\uff0c\u958b\u767c\u8005\u901a\u5e38\u9700\u8981\u7d93\u6b77\u4ee5\u4e0b\u6b65\u9a5f\u4f86\u5efa\u7acb\u958b\u767c\u74b0\u5883\uff1a<\/p>\n\n\n\n

    \n
  1. \u9078\u64c7\u4e26\u5b89\u88dd\u9069\u5408\u7684\u64cd\u4f5c\u7cfb\u7d71(\u5982Ubuntu\u3001CentOS\u7b49)\u3002<\/li>\n\n\n\n
  2. \u5b89\u88dd\u548c\u914d\u7f6e\u5fc5\u8981\u7684\u958b\u767c\u5de5\u5177\u548c\u5eab(\u5982Python\u3001Git\u3001pip\u7b49)\u3002<\/li>\n\n\n\n
  3. \u5b89\u88ddAI\/ML\u6846\u67b6\u548c\u5eab(\u5982TensorFlow\u3001PyTorch\u3001Scikit-learn\u7b49)\u3002<\/li>\n\n\n\n
  4. \u914d\u7f6eGPU\u9a45\u52d5\u7a0b\u5f0f\u548cCUDA\u7b49\u4f9d\u8cf4\u9805(\u5982\u679c\u4f7f\u7528GPU\u52a0\u901f)\u3002<\/li>\n\n\n\n
  5. \u5275\u5efa\u548c\u7ba1\u7406Python\u865b\u64ec\u74b0\u5883\uff0c\u4ee5\u9694\u96e2\u4e0d\u540c\u5c08\u6848\u7684\u4f9d\u8cf4\u9805\u3002<\/li>\n<\/ol>\n\n\n\n

    \u9019\u500b\u904e\u7a0b\u4e0d\u50c5\u8017\u6642\uff0c\u800c\u4e14\u5bb9\u6613\u51fa\u932f\uff0c\u7279\u5225\u662f\u5c0d\u65bc\u4e0d\u719f\u6089\u74b0\u5883\u8a2d\u7f6e\u7684\u6578\u64da\u79d1\u5b78\u5bb6\u800c\u8a00\u3002\u6b64\u5916\uff0c\u7576\u591a\u500b\u958b\u767c\u8005\u5728\u540c\u4e00\u500b\u5c08\u6848\u4e2d\u5354\u4f5c\u6642\uff0c\u74b0\u5883\u7684\u4e0d\u4e00\u81f4\u6027\u4e5f\u53ef\u80fd\u5c0e\u81f4\u96e3\u4ee5\u8abf\u8a66\u7684\u554f\u984c\u3002<\/p>\n\n\n\n

    <\/p>\n\n\n\n

    AI-Stack<\/strong>\uff1a\u7c21\u5316AI\/ML<\/strong>\u958b\u767c\u74b0\u5883\u5efa\u7f6e<\/strong><\/h2>\n\n\n\n

    \u70ba\u4e86\u89e3\u6c7a\u9019\u4e9b\u75db\u9ede\uff0cInfinitix\u63a8\u51fa\u4e86AI-Stack\u5e73\u53f0\uff0c\u65e8\u5728\u5e6b\u52a9\u4f01\u696d\u548c\u7814\u7a76\u6a5f\u69cb\u7c21\u5316AI\/ML\u958b\u767c\u74b0\u5883\u7684\u5efa\u7f6e\u548c\u7ba1\u7406\u3002<\/p>\n\n\n\n

    \"\"<\/figure>\n\n\n\n

    <\/p>\n\n\n\n

    1<\/strong>\u5206\u9418\u5efa\u7acb\u958b\u767c\u74b0\u5883<\/strong><\/h3>\n\n\n\n

    \u901a\u904eAI-Stack\uff0c\u6578\u64da\u79d1\u5b78\u5bb6\u53ef\u4ee5\u5728\u76f4\u89c0\u7684Web\u754c\u9762\u4e2d\uff0c\u4ee5\u5716\u5f62\u5316\u7684\u65b9\u5f0f\u57281\u5206\u9418\u5167\u5feb\u901f\u5efa\u7acbAI\/ML\u958b\u767c\u74b0\u5883\u3002\u9019\u500b\u904e\u7a0b\u975e\u5e38\u7c21\u55ae\uff1a<\/p>\n\n\n\n

      \n
    1. \u767b\u9304AI-Stack\u5e73\u53f0\u3002<\/li>\n\n\n\n
    2. \u9078\u64c7\u6240\u9700\u7684ML\u6846\u67b6\u548c\u7248\u672c(\u5982TensorFlow 2.3\u3001PyTorch 1.7\u7b49)\u3002<\/li>\n\n\n\n
    3. \u6307\u5b9a\u6240\u9700\u7684\u8a08\u7b97\u8cc7\u6e90(\u5982CPU\u3001GPU\u578b\u865f\u548c\u6578\u91cf)\u3002<\/li>\n\n\n\n
    4. \u9ede\u64ca”\u5275\u5efa”\uff0c\u7b49\u5f85\u7d041\u5206\u9418\uff0c\u958b\u767c\u74b0\u5883\u5373\u6e96\u5099\u5c31\u7dd2\u3002<\/li>\n<\/ol>\n\n\n\n

      \u5728\u5e55\u5f8c\uff0cAI-Stack\u5229\u7528\u5bb9\u5668\u6280\u8853(\u5982Docker)\u4f86\u5c01\u88dd\u548c\u4ea4\u4ed8\u958b\u767c\u74b0\u5883\uff0c\u78ba\u4fdd\u74b0\u5883\u7684\u4e00\u81f4\u6027\u548c\u53ef\u91cd\u8907\u6027\u3002\u6578\u64da\u79d1\u5b78\u5bb6\u7121\u9700\u95dc\u5fc3\u5e95\u5c64\u7684\u6280\u8853\u7d30\u7bc0\uff0c\u5373\u53ef\u7372\u5f97\u4e00\u500b\u9810\u5148\u914d\u7f6e\u597d\u7684\u3001\u958b\u7bb1\u5373\u7528\u7684\u958b\u767c\u74b0\u5883\u3002<\/p>\n\n\n\n

      \"\"<\/figure>\n\n\n\n

      <\/p>\n\n\n\n

      \u8c50\u5bcc\u7684ML\u6846\u67b6\u652f\u6301<\/strong><\/h3>\n\n\n\n

      AI-Stack\u652f\u6301\u591a\u7a2e\u4e3b\u6d41\u7684ML\u6846\u67b6\u548c\u5de5\u5177\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n

        \n
      • TensorFlow<\/li>\n\n\n\n
      • PyTorch<\/li>\n\n\n\n
      • Scikit-learn<\/li>\n\n\n\n
      • Keras<\/li>\n\n\n\n
      • Jupyter Notebook<\/li>\n\n\n\n
      • JupyterLab<\/li>\n<\/ul>\n\n\n\n

        \u7121\u8ad6\u662f\u7d93\u5178\u7684\u6a5f\u5668\u5b78\u7fd2\u7b97\u6cd5\uff0c\u9084\u662f\u524d\u6cbf\u7684\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\uff0cAI-Stack\u90fd\u80fd\u63d0\u4f9b\u6240\u9700\u7684\u74b0\u5883\u652f\u6301\u3002\u6578\u64da\u79d1\u5b78\u5bb6\u53ef\u4ee5\u6839\u64da\u5c08\u6848\u9700\u6c42\uff0c\u81ea\u7531\u9078\u64c7\u9069\u5408\u7684\u5de5\u5177\u548c\u6846\u67b6\u3002<\/p>\n\n\n\n

        \"\"<\/figure>\n\n\n\n

        <\/p>\n\n\n\n

        \u7d50\u8a9e<\/strong><\/h2>\n\n\n\n

        AI-Stack\u7684\u63a8\u51fa\uff0c\u5927\u5927\u7c21\u5316\u4e86AI\/ML\u958b\u767c\u74b0\u5883\u7684\u5efa\u7f6e\u904e\u7a0b\uff0c\u5c07\u8907\u96dc\u7684\u74b0\u5883\u8a2d\u7f6e\u5de5\u4f5c\u5f9e\u6578\u64da\u79d1\u5b78\u5bb6\u7684\u80a9\u4e0a\u5378\u4e0b\uff0c\u4f7f\u4ed6\u5011\u80fd\u5920\u5c08\u6ce8\u65bc\u6838\u5fc3\u7684\u7b97\u6cd5\u548c\u6a21\u578b\u958b\u767c\u3002\u901a\u904e\u63d0\u4f9b\u4e00\u81f4\u3001\u53ef\u9760\u3001\u6613\u65bc\u4f7f\u7528\u7684\u958b\u767c\u74b0\u5883\uff0cAI-Stack\u5e6b\u52a9\u4f01\u696d\u548c\u7814\u7a76\u6a5f\u69cb\u52a0\u901fAI\u5275\u65b0\uff0c\u7e2e\u77ed\u9805\u76ee\u5468\u671f\uff0c\u63d0\u9ad8\u7814\u767c\u6548\u7387\u3002<\/p>\n\n\n\n

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        \u8eab\u70ba\u6578\u64da\u79d1\u5b78\u5bb6\uff0c\u60a8\u662f\u5426\u66fe\u70ba\u7e41\u7463\u7684AI\u958b\u767c\u74b0\u5883\u8a2d\u7f6e\u800c\u82e6\u60f1\uff1fAI-Stack\u80fd\u5728\u77ed\u77ed\u4e00\u5206\u9418\u5167\u642d\u5efa\u8d77\u4e00\u500b\u5b8c\u6574\u7684AI\u958b\u767c\u74b0\u5883\u3002\u901a\u904e\u81ea\u52d5\u5316\u914d\u7f6e\u3001\u5bb9\u5668\u5316\u6280\u8853\u548c\u8c50\u5bcc\u7684ML\u6846\u67b6\u652f\u6301\uff0cAI-Stack\u5927\u5e45\u7c21\u5316\u4e86\u958b\u767c\u6d41\u7a0b\uff0c\u8b93\u60a8\u5c08\u6ce8\u65bc\u6a21\u578b\u958b\u767c\u3002\u7121\u8ad6\u662fTensorFlow\u3001PyTorch\u9084\u662fScikit-learn\uff0cAI-Stack\u90fd\u80fd\u6eff\u8db3\u9700\u6c42\u3002<\/p>\n","protected":false},"author":253372381,"featured_media":5192,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_crdt_document":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":true,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[96987582,96987561],"tags":[96987615,96987624,96987625,96987626,96987630],"class_list":["post-5130","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-features","category-technical-support","tag-ai","tag-ai-stack","tag-96987625","tag-mlops","tag-ml"],"blocksy_meta":[],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2024\/06\/tech-support.png?fit=824%2C464&quality=100&ct=202603031250&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/ph344V-1kK","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/5130","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/users\/253372381"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/comments?post=5130"}],"version-history":[{"count":0,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/5130\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media\/5192"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media?parent=5130"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/categories?post=5130"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/tags?post=5130"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}