{"id":5085,"date":"2024-05-31T11:25:00","date_gmt":"2024-05-31T03:25:00","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=5085"},"modified":"2024-12-26T14:53:18","modified_gmt":"2024-12-26T06:53:18","slug":"automate-batch-ai-training","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/automate-batch-ai-training","title":{"rendered":"\u81ea\u52d5\u57f7\u884c\u6279\u6b21AI\u6a5f\u5668\u5b78\u7fd2\u8a13\u7df4\uff0c\u958b\u767c\u8cc7\u6e90\u6548\u76ca\u6700\u5927\u5316"},"content":{"rendered":"\n

\u5728\u4eba\u5de5\u667a\u6167(AI)\u548c\u6a5f\u5668\u5b78\u7fd2(ML)\u7684\u6642\u4ee3\uff0c\u4f01\u696d\u548c\u7814\u7a76\u6a5f\u69cb\u6b63\u5728\u52a0\u901f\u64c1\u62b1\u9019\u4e9b\u8b8a\u9769\u6027\u6280\u8853\u3002\u7136\u800c\uff0cAI\/ML\u6a21\u578b\u7684\u8a13\u7df4\u5f80\u5f80\u662f\u4e00\u500b\u8017\u6642\u4e14\u8cc7\u6e90\u5bc6\u96c6\u578b\u7684\u904e\u7a0b\uff0c\u7279\u5225\u662f\u7576\u6d89\u53ca\u5230\u5927\u898f\u6a21\u7684\u6279\u6b21\u8a13\u7df4\u4efb\u52d9\u6642\u3002\u5982\u4f55\u5728\u63d0\u9ad8\u958b\u767c\u6548\u7387\u7684\u540c\u6642\uff0c\u6700\u5927\u5316\u8cc7\u6e90\u5229\u7528\u7387\uff1fInfinitix\u7684AI-Stack\u5e73\u53f0\u70ba\u9019\u4e00\u96e3\u984c\u63d0\u4f9b\u4e86\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n\n\n\n

AI\/ML<\/strong>\u6a21\u578b\u8a13\u7df4\u9762\u81e8\u7684\u6311\u6230<\/strong><\/h2>\n\n\n\n

AI\/ML\u6a21\u578b\u7684\u8a13\u7df4\u901a\u5e38\u6d89\u53ca\u4ee5\u4e0b\u5e7e\u500b\u95dc\u9375\u6b65\u9a5f\uff1a<\/p>\n\n\n\n

    \n
  1. \u6578\u64da\u6e96\u5099\u548c\u9810\u8655\u7406<\/li>\n\n\n\n
  2. \u6a21\u578b\u8a2d\u8a08\u548c\u5be6\u73fe<\/li>\n\n\n\n
  3. \u8d85\u53c3\u6578\u8abf\u6574\u548c\u6a21\u578b\u512a\u5316<\/li>\n\n\n\n
  4. \u6a21\u578b\u8a55\u4f30\u548c\u9a57\u8b49<\/li>\n<\/ol>\n\n\n\n

    \u9019\u500b\u904e\u7a0b\u4e0d\u50c5\u8017\u6642\uff0c\u800c\u4e14\u7d93\u5e38\u9700\u8981\u591a\u8f2a\u8fed\u4ee3\u548c\u5be6\u9a57\uff0c\u4ee5\u627e\u5230\u6700\u512a\u7684\u6a21\u578b\u914d\u7f6e\u3002\u6b64\u5916\uff0c\u4e0d\u540c\u7684\u8a13\u7df4\u4efb\u52d9\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u8a08\u7b97\u8cc7\u6e90(\u5982CPU\u3001GPU\u3001\u5167\u5b58\u7b49)\uff0c\u9019\u5c0d\u8cc7\u6e90\u7684\u8abf\u5ea6\u548c\u7ba1\u7406\u63d0\u51fa\u4e86\u66f4\u9ad8\u7684\u8981\u6c42\u3002<\/p>\n\n\n\n

    \u50b3\u7d71\u7684\u505a\u6cd5\u662f\u624b\u52d5\u5275\u5efa\u548c\u7ba1\u7406\u8a13\u7df4\u74b0\u5883\uff0c\u4e26\u9010\u500b\u57f7\u884c\u8a13\u7df4\u4efb\u52d9\u3002\u9019\u7a2e\u65b9\u5f0f\u4e0d\u50c5\u6548\u7387\u4f4e\u4e0b\uff0c\u800c\u4e14\u5bb9\u6613\u5c0e\u81f4\u8cc7\u6e90\u6d6a\u8cbb\u3002\u4f8b\u5982\uff0c\u7576\u4e00\u500b\u8a13\u7df4\u4efb\u52d9\u5b8c\u6210\u5f8c\uff0c\u76f8\u61c9\u7684\u8a08\u7b97\u8cc7\u6e90(\u5982GPU)\u53ef\u80fd\u6703\u9592\u7f6e\uff0c\u76f4\u5230\u4e0b\u4e00\u500b\u4efb\u52d9\u958b\u59cb\u3002<\/p>\n\n\n\n

    AI-Stack<\/strong>\u7684\u4efb\u52d9\u7ba1\u7406\u529f\u80fd<\/strong><\/h2>\n\n\n\n

    \u70ba\u4e86\u61c9\u5c0d\u9019\u4e9b\u6311\u6230\uff0cAI-Stack\u5e73\u53f0\u5f15\u5165\u4e86\u5f37\u5927\u7684\u4efb\u52d9\u7ba1\u7406\u529f\u80fd\uff0c\u5e6b\u52a9\u7528\u6236\u81ea\u52d5\u5316\u548c\u512a\u5316AI\/ML\u8a13\u7df4\u6d41\u7a0b\u3002<\/p>\n\n\n\n

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

    \u4efb\u52d9\u578b\u5bb9\u5668<\/strong><\/h2>\n\n\n\n

    AI-Stack\u5141\u8a31\u7528\u6236\u5275\u5efa\u7279\u6b8a\u7684”\u4efb\u52d9\u578b\u5bb9\u5668”\u3002\u8207\u666e\u901a\u7684\u958b\u767c\u74b0\u5883\u5bb9\u5668\u4e0d\u540c\uff0c\u4efb\u52d9\u578b\u5bb9\u5668\u662f\u5c08\u70ba\u57f7\u884c\u7279\u5b9a\u7684\u8a13\u7df4\u4efb\u52d9\u800c\u8a2d\u8a08\u7684\u3002\u7528\u6236\u53ef\u4ee5\u5728\u5275\u5efa\u5bb9\u5668\u6642\u6307\u5b9a\u8981\u57f7\u884c\u7684\u547d\u4ee4(\u5982Python\u8173\u672c\u6216Shell\u8173\u672c)\uff0c\u4ee5\u53ca\u6240\u9700\u7684\u8a08\u7b97\u8cc7\u6e90(\u5982CPU\u3001GPU\u6578\u91cf\u548c\u985e\u578b)\u3002<\/p>\n\n\n\n

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

    \u4efb\u52d9\u8abf\u5ea6\u8207\u6279\u6b21\u57f7\u884c<\/strong><\/h2>\n\n\n\n

    \u901a\u904e\u9019\u7a2e\u65b9\u5f0f\uff0c\u591a\u500b\u8a13\u7df4\u4efb\u52d9\u53ef\u4ee5\u6279\u6b21\u63d0\u4ea4\u548c\u57f7\u884c\uff0c\u7121\u9700\u7528\u6236\u624b\u52d5\u5e72\u9810\u3002AI-Stack\u6703\u81ea\u52d5\u7ba1\u7406\u5bb9\u5668\u7684\u751f\u547d\u9031\u671f\uff0c\u5728\u4efb\u52d9\u5b8c\u6210\u5f8c\u81ea\u52d5\u92b7\u6bc0\u5bb9\u5668\uff0c\u91cb\u653e\u8a08\u7b97\u8cc7\u6e90\u4f9b\u5176\u4ed6\u4efb\u52d9\u4f7f\u7528\u3002<\/p>\n\n\n\n

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

    \u5275\u5efa\u4efb\u52d9\u578b\u5bb9\u5668\u5f8c\uff0c\u7528\u6236\u53ef\u4ee5\u5c07\u5176\u63d0\u4ea4\u5230AI-Stack\u7684\u4efb\u52d9\u968a\u5217\u4e2d\u3002AI-Stack\u7684\u8abf\u5ea6\u5668\u6703\u6839\u64da\u4efb\u52d9\u7684\u512a\u5148\u7d1a\u548c\u8cc7\u6e90\u9700\u6c42\uff0c\u81ea\u52d5\u5206\u914d\u9069\u7576\u7684\u8a08\u7b97\u8cc7\u6e90\uff0c\u4e26\u5728\u5408\u9069\u7684\u6642\u9593\u555f\u52d5\u5bb9\u5668\u57f7\u884c\u4efb\u52d9\u3002<\/p>\n\n\n\n

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    \u9019\u7a2e\u81ea\u52d5\u5316\u4e0d\u50c5\u7701\u53bb\u4e86\u7528\u6236\u7684\u624b\u52d5\u64cd\u4f5c\uff0c\u9084\u53ef\u4ee5\u5be6\u73fe24\/7\u4e0d\u9593\u65b7\u7684\u8a13\u7df4\uff0c\u5145\u5206\u5229\u7528\u591c\u9593\u548c\u9031\u672b\u7684\u8a08\u7b97\u8cc7\u6e90\uff0c\u5f9e\u800c\u5927\u5927\u52a0\u5feb\u8a13\u7df4\u9032\u5ea6\u3002<\/p>\n\n\n\n

    \u5ba2\u6236\u6536\u76ca<\/strong><\/h2>\n\n\n\n

    \u901a\u904e\u63a1\u7528AI-Stack\u7684\u4efb\u52d9\u7ba1\u7406\u529f\u80fd\uff0c\u5ba2\u6236\u53ef\u4ee5\u7372\u5f97\u986f\u8457\u7684\u6536\u76ca\uff1a<\/p>\n\n\n\n

      \n
    1. \u52a0\u901f\u6a21\u578b\u958b\u767c<\/strong>\uff1a \u81ea\u52d5\u5316\u7684\u6279\u6b21\u8a13\u7df4\u53ef\u4ee5\u986f\u8457\u6e1b\u5c11\u6a21\u578b\u958b\u767c\u548c\u512a\u5316\u7684\u6642\u9593\uff0c\u8b93\u6578\u64da\u79d1\u5b78\u5bb6\u80fd\u5920\u66f4\u5feb\u5730\u8fed\u4ee3\u548c\u9a57\u8b49\u60f3\u6cd5\u3002<\/li>\n\n\n\n
    2. \u63d0\u9ad8\u8cc7\u6e90\u5229\u7528\u7387<\/strong>\uff1a \u901a\u904e\u81ea\u52d5\u8abf\u5ea6\u548c\u52d5\u614b\u5206\u914d\u8a08\u7b97\u8cc7\u6e90\uff0cAI-Stack\u53ef\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u5229\u7528\u53ef\u7528\u7684CPU\u548cGPU\uff0c\u907f\u514d\u8cc7\u6e90\u9592\u7f6e\u6d6a\u8cbb\u3002\u64da\u4f30\u8a08\uff0c\u8cc7\u6e90\u5229\u7528\u7387\u53ef\u63d0\u9ad830%\u4ee5\u4e0a\u3002<\/li>\n\n\n\n
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    4. \u5f37\u5316\u8a13\u7df4\u80fd\u529b<\/strong>\uff1a \u501f\u52a9AI-Stack\u7684\u5f48\u6027\u64f4\u5c55\u80fd\u529b\uff0c\u5ba2\u6236\u53ef\u4ee5\u8f15\u9b06\u61c9\u5c0d\u5927\u898f\u6a21\u8a13\u7df4\u4efb\u52d9\uff0c\u800c\u7121\u9700\u64d4\u5fc3\u57fa\u790e\u8a2d\u65bd\u7684\u9650\u5236\u3002<\/li>\n<\/ol>\n\n\n\n

      \u7d50\u8ad6<\/strong><\/h2>\n\n\n\n

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