{"id":17515,"date":"2025-09-29T11:05:27","date_gmt":"2025-09-29T03:05:27","guid":{"rendered":"https:\/\/hr.beiniuai.com\/2025\/09\/29\/%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8databricks%e7%9a%84%e6%96%b0%e6%8a%80%e6%9c%af%e9%99%8d%e4%bd%8eai%e9%a1%b9%e7%9b%ae%e7%9a%84%e6%88%90%e6%9c%ac\/"},"modified":"2025-09-29T11:05:29","modified_gmt":"2025-09-29T03:05:29","slug":"%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8databricks%e7%9a%84%e6%96%b0%e6%8a%80%e6%9c%af%e9%99%8d%e4%bd%8eai%e9%a1%b9%e7%9b%ae%e7%9a%84%e6%88%90%e6%9c%ac","status":"publish","type":"post","link":"https:\/\/hr.beiniuai.com\/en\/2025\/09\/29\/%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8databricks%e7%9a%84%e6%96%b0%e6%8a%80%e6%9c%af%e9%99%8d%e4%bd%8eai%e9%a1%b9%e7%9b%ae%e7%9a%84%e6%88%90%e6%9c%ac\/","title":{"rendered":"Databricks \u65b0\u6280\u80fd\uff1a\u8ba9AI\u6210\u672c\u4e0d\u518d\u662f\u8d1f\u62c5"},"content":{"rendered":"

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Databricks\u7b80\u4ecb\u53ca\u5176\u4f18\u52bf<\/strong><\/p>\n

Databricks<\/b> \u53ef\u4e0d\u662f\u90a3\u79cd\u53ea\u4f1a\u201c\u70e7\u94b1\u201d\u7684AI\u8d35\u65cf\u4ff1\u4e50\u90e8\uff0c\u5b83\u66f4\u50cf\u662f\u7cbe\u6253\u7ec6\u7b97\u7684\u79d1\u6280\u7406\u8d22\u5e08\uff0c\u4e13\u6cbb\u5404\u79cdAI\u6210\u672c\u865a\u80d6\u3002\u4f60\u4ee5\u4e3a\u641eAI\u5c31\u5f97\u5148\u7838\u51e0\u767e\u4e07\u4e70GPU\u3001\u5efa\u6570\u636e\u4e2d\u5fc3\uff1fDatabricks\u504f\u4e0d\u8d70\u8fd9\u6761\u201c\u571f\u8c6a\u98ce\u201d\u8001\u8def\u3002\u5b83\u901a\u8fc7\u4e91\u7aef\u5f39\u6027\u8ba1\u7b97\u67b6\u6784\uff0c\u628a\u6602\u8d35\u7684\u786c\u4ef6\u8d44\u6e90\u53d8\u6210\u6309\u9700\u70b9\u9910\u7684\u201c\u5916\u5356\u670d\u52a1\u201d\u2014\u2014\u4f60\u8981\u51e0\u5757GPU\uff0c\u7528\u591a\u4e45\uff0c\u7cfb\u7edf\u81ea\u52a8\u8c03\u914d\uff0c\u7528\u5b8c\u7acb\u523b\u91ca\u653e\uff0c\u7edd\u4e0d\u8ba9\u4f60\u4e3a\u95f2\u7f6e\u8d44\u6e90\u591a\u4ed8\u4e00\u5206\u94b1\u3002\u66f4\u72e0\u7684\u662f\uff0c\u5b83\u7684\u667a\u80fd\u8d44\u6e90\u8c03\u5ea6\u7b97\u6cd5\u80fd\u81ea\u52a8\u8bc6\u522b\u4efb\u52a1\u4f18\u5148\u7ea7\uff0c\u628a\u8ba1\u7b97\u529b\u7cbe\u51c6\u6295\u5582\u7ed9\u6700\u9700\u8981\u7684\u6a21\u578b\u8bad\u7ec3\u4efb\u52a1\uff0c\u907f\u514d\u201c\u5927\u70ae\u6253\u868a\u5b50\u201d\u7684\u6d6a\u8d39\u3002\u6570\u636e\u5b58\u50a8\u65b9\u9762\uff0cDatabricks\u91c7\u7528\u5206\u5c42\u5b58\u50a8\u7b56\u7565\uff0c\u70ed\u6570\u636e\u653e\u9ad8\u901fSSD\uff0c\u51b7\u6570\u636e\u81ea\u52a8\u5f52\u6863\u5230\u4f4e\u6210\u672c\u5bf9\u8c61\u5b58\u50a8\uff0c\u65e2\u4fdd\u8bc1\u6027\u80fd\u53c8\u538b\u4f4e\u5f00\u9500\u3002\u5f00\u53d1\u4e0a\uff0c\u5b83\u7684\u534f\u540c\u5de5\u4f5c\u7a7a\u95f4\u8ba9\u6570\u636e\u5de5\u7a0b\u5e08\u3001\u79d1\u5b66\u5bb6\u65e0\u7f1d\u534f\u4f5c\uff0c\u4ee3\u7801\u590d\u7528\u7387\u98d9\u5347\uff0c\u518d\u4e5f\u4e0d\u7528\u91cd\u590d\u9020\u8f6e\u5b50\u3002\u8bf4\u767d\u4e86\uff0cDatabricks\u7684\u201c\u65b0\u6280\u80fd\u201d\u5c31\u662f\u628aAI\u4ece\u201c\u70e7\u94b1\u6e38\u620f\u201d\u53d8\u6210\u201c\u7cbe\u76ca\u521b\u4e1a\u201d\uff0c\u8ba9\u4f01\u4e1a\u6562\u6295\u5165\u3001\u80fd\u89c1\u6548\u3001\u4e0d\u5fc3\u75bc\u94b1\u5305\u3002<\/p>\n

AI\u9879\u76ee\u7684\u6210\u672c\u6311\u6218<\/strong><\/p>\n

\u4f60\u4ee5\u4e3aAI\u662f\u901a\u5f80\u672a\u6765\u7684\u91d1\u94a5\u5319\uff1f\u6ca1\u9519\uff0c\u4f46\u5b83\u4e5f\u50cf\u4e00\u628a\u70e7\u94b1\u7684\u55b7\u706b\u67aa\u3002\u4f01\u4e1a\u521a\u60f3\u8fc8\u51fa\u7b2c\u4e00\u6b65\uff0c\u5c31\u88ab\u4e09\u5ea7\u5927\u5c71\u538b\u5f97\u5598\u4e0d\u8fc7\u6c14\uff1a\u786c\u4ef6\u3001\u6570\u636e\u3001\u4eba\u529b<\/strong>\uff0c\u6bcf\u4e00\u5757\u90fd\u662f\u201c\u541e\u91d1\u517d\u201d\u3002\u4e70GPU\uff1f\u90a3\u4e0d\u662f\u8d2d\u7269\uff0c\u662f\u6295\u8d44\u4e00\u680b\u697c\u3002TPU\u66f4\u662f\u795e\u4ed9\u88c5\u5907\uff0c\u4ef7\u683c\u8ba9\u4eba\u76f4\u547c\u201c\u9000\u9000\u9000\u201d\uff01<\/p>\n

\u66f4\u522b\u63d0\u6570\u636e\u2014\u2014AI\u7684\u201c\u53e3\u7cae\u201d\u3002\u6bcf\u5929PB\u7ea7\u7684\u6570\u636e\u6d8c\u8fdb\u6765\uff0c\u5b58\u5c11\u4e86\u4e0d\u591f\u5403\uff0c\u5b58\u591a\u4e86\u94b1\u5305\u54ed\u3002\u8fd8\u5f97\u8003\u8651\u51b7\u70ed\u6570\u636e\u5206\u5c42\u3001\u5907\u4efd\u3001\u52a0\u5bc6\u2026\u2026\u4e00\u901a\u64cd\u4f5c\u4e0b\u6765\uff0c\u5b58\u50a8\u6210\u672c\u6bd4\u98df\u5802\u627f\u5305\u8fd8\u8d35\u3002<\/p>\n

\u81f3\u4e8e\u5f00\u53d1\u548c\u7ef4\u62a4\uff1f\u4e00\u4e2aAI\u9879\u76ee\u4ece\u7acb\u9879\u5230\u4e0a\u7ebf\uff0c\u582a\u6bd4\u5341\u6708\u6000\u80ce\uff0c\u8fd8\u5f97\u8bf7\u201c\u9ad8\u85aa\u8d35\u65cf\u201d\u6570\u636e\u79d1\u5b66\u5bb6\u5168\u7a0b\u966a\u4ea7\u3002\u6a21\u578b\u4e0a\u7ebf\u540e\u8fd8\u5f97\u6301\u7eed\u8c03\u6559\u3001\u76d1\u63a7\u3001\u8fed\u4ee3\u2014\u2014\u8fd9\u4e0d\u662f\u9879\u76ee\u7ed3\u675f\uff0c\u662f\u201c\u517b\u5a03\u201d\u5f00\u59cb\u3002<\/p>\n

\u4e8e\u662f\u5f88\u591a\u4f01\u4e1a\u671b\u800c\u5374\u6b65\uff1aAI\u5f88\u9999\uff0c\u4f46\u771f\u7684\u5403\u4e0d\u8d77\u3002<\/p>\n

Databricks\u5982\u4f55\u964d\u4f4eAI\u6210\u672c<\/strong><\/p>\n

    \n
  1. \u81ea\u52a8\u5316\u7684\u6570\u636e\u5904\u7406<\/b>\uff1a\u5728AI\u9879\u76ee\u91cc\uff0c\u6570\u636e\u6e05\u6d17\u548c\u7279\u5f81\u5de5\u7a0b\u5e38\u5e38\u662f\u201c\u810f\u6d3b\u7d2f\u6d3b\u201d\uff0c\u5360\u4e86\u6570\u636e\u79d1\u5b66\u5bb680%\u7684\u65f6\u95f4\u2014\u2014\u800c\u4ed6\u4eec\u672c\u8be5\u53bb\u601d\u8003\u6a21\u578b\u67b6\u6784\uff0c\u800c\u4e0d\u662f\u624b\u52a8\u4fee\u590d\u7f3a\u5931\u503c\u3002Databricks\u7684\u81ea\u52a8\u5316\u5de5\u5177\u5c31\u50cf\u8bf7\u4e86\u4e2a\u6c38\u4e0d\u62b1\u6028\u7684\u5b9e\u4e60\u751f\uff0c\u80fd\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u503c\u3001\u586b\u8865\u7a7a\u7f3a\u5b57\u6bb5\u3001\u751f\u6210\u6709\u610f\u4e49\u7684\u7279\u5f81\u5217\uff0c\u751a\u81f3\u6839\u636e\u6570\u636e\u5206\u5e03\u667a\u80fd\u63a8\u8350\u8f6c\u6362\u65b9\u5f0f\u3002\u8fd9\u4e0d\u4ec5\u628a\u6570\u5468\u7684\u624b\u5de5\u52b3\u52a8\u538b\u7f29\u5230\u51e0\u5c0f\u65f6\uff0c\u8fd8\u51cf\u5c11\u4e86\u4eba\u4e3a\u9519\u8bef\uff0c\u8ba9\u56e2\u961f\u80fd\u66f4\u5feb\u8fdb\u5165\u5efa\u6a21\u9636\u6bb5\u3002<\/li>\n
  2. \u9ad8\u6548\u7684\u6a21\u578b\u8bad\u7ec3<\/b>\uff1aDatabricks\u7684Delta Engine\u7ed3\u5408Photon\u5f15\u64ce\uff0c\u8ba9\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e0d\u518d\u662f\u201c\u542c\u8d77\u6765\u5f88\u5389\u5bb3\u4f46\u8dd1\u8d77\u6765\u5f88\u6162\u201d\u7684\u6446\u8bbe\u3002\u5b83\u80fd\u5728\u6570\u5343\u4e2a\u6838\u5fc3\u4e0a\u5e76\u884c\u5904\u7406\uff0c\u652f\u6301TensorFlow\u3001PyTorch\u7b49\u4e3b\u6d41\u6846\u67b6\u65e0\u7f1d\u63a5\u5165\uff0c\u5e76\u901a\u8fc7\u667a\u80fd\u8d44\u6e90\u8c03\u5ea6\u907f\u514d\u7b97\u529b\u6d6a\u8d39\u3002\u66f4\u5999\u7684\u662f\uff0c\u5b83\u7684\u81ea\u52a8\u8d85\u53c2\u8c03\u4f18\u529f\u80fd\u50cf\u201cAI\u6559\u7ec3\u201d\uff0c\u5e2e\u4f60\u5728\u6700\u5c11\u5c1d\u8bd5\u4e2d\u627e\u5230\u6700\u4f73\u6a21\u578b\u914d\u7f6e\u3002<\/li>\n
  3. \u4e91\u670d\u52a1\u7684\u7075\u6d3b\u6027<\/b>\uff1a\u522b\u518d\u88ab\u5355\u4e00\u4e91\u5382\u5546\u201c\u7ed1\u67b6\u201d\u4e86\uff01Databricks\u652f\u6301\u8de8AWS\u3001Azure\u3001GCP\u81ea\u7531\u8fc1\u79fb\uff0c\u4f01\u4e1a\u53ef\u4ee5\u6309\u533a\u57df\u4ef7\u683c\u3001\u6027\u80fd\u8868\u73b0\u751a\u81f3\u78b3\u6392\u653e\u6765\u9009\u62e9\u6700\u4f18\u90e8\u7f72\u65b9\u6848\u3002\u7528\u5b8c\u5373\u505c\u7684\u5f39\u6027\u96c6\u7fa4\uff0c\u8ba9GPU\u4e0d\u518d\u6574\u591c\u7a7a\u8f6c\u70e7\u94b1\u2014\u2014\u6bd5\u7adf\uff0c\u8c01\u4e0d\u60f3\u628a\u7701\u4e0b\u7684\u9884\u7b97\u62ff\u53bb\u7ed9\u56e2\u961f\u52a0\u9e21\u817f\u5462\uff1f<\/li>\n<\/ol>\n

    \u5b9e\u9645\u6848\u4f8b\u5206\u6790<\/strong><\/p>\n

    \u5728\u96f6\u552e\u4e1a\u7684\u6218\u573a\u4e0a\uff0c\u6570\u636e\u5c31\u662f\u738b\u51a0\u4e0a\u7684\u5b9d\u77f3\uff0c\u800c\u67d0\u5927\u578b\u96f6\u552e\u5546\u66fe\u6234\u7740\u4e00\u9876\u201c\u5e93\u5b58\u5931\u8c03\u201d\u7684\u7834\u5e3d\u5b50\u82e6\u4e0d\u582a\u8a00\u3002\u5e02\u573a\u9700\u6c42\u50cf\u5929\u6c14\u4e00\u6837\u53cd\u590d\u65e0\u5e38\uff0c\u4f20\u7edf\u7cfb\u7edf\u5374\u50cf\u4e2a\u56fa\u6267\u7684\u8001\u4f1a\u8ba1\uff0c\u7b97\u6765\u7b97\u53bb\u8fd8\u662f\u79ef\u538b\u4e00\u5806\u6ede\u9500\u8d27\uff0c\u70ed\u95e8\u5546\u54c1\u53c8\u603b\u662f\u65ad\u8d27\u3002\u8fd9\u4e0d\u4ec5\u662f\u91d1\u94b1\u7684\u6d41\u5931\uff0c\u66f4\u662f\u987e\u5ba2\u4fe1\u4efb\u7684\u5d29\u584c\u3002Databricks\u767b\u573a\u540e\uff0c\u4e00\u5207\u53d8\u5f97\u4e0d\u4e00\u6837\u4e86\u2014\u2014\u5b83\u628a\u5206\u6563\u5728\u5404\u5904\u7684\u9500\u552e\u3001\u7269\u6d41\u3001\u5929\u6c14\u751a\u81f3\u793e\u4ea4\u5a92\u4f53\u60c5\u7eea\u6570\u636e\u7edf\u7edf\u6574\u5408\uff0c\u7528\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\u6e05\u6d17\u3001\u6807\u6ce8\u3001\u5efa\u6a21\uff0c\u8bad\u7ec3\u51fa\u80fd\u201c\u9884\u5224\u5e02\u573a\u5fc3\u8df3\u201d\u7684AI\u6a21\u578b\u3002\u7ed3\u679c\uff1f\u5e93\u5b58\u5468\u8f6c\u7387\u98d9\u534720%\uff0c\u4ed3\u5e93\u4e0d\u518d\u5806\u6ee1\u201c\u8fc7\u6c14\u7f51\u7ea2\u201d\uff0c\u8d27\u67b6\u4e0a\u4e5f\u518d\u96be\u89c1\u5230\u7a7a\u4f4d\u3002\u800c\u5728\u91d1\u878d\u884c\u4e1a\uff0c\u4e00\u5bb6\u94f6\u884c\u88ab\u6b3a\u8bc8\u8b66\u62a5\u8f70\u70b8\u5f97\u5982\u540c\u60ca\u5f13\u4e4b\u9e1f\uff0c\u8bef\u62a5\u9891\u53d1\uff0c\u5ba2\u6237\u6295\u8bc9\u4e0d\u65ad\u3002Databricks\u542f\u7528\u5b9e\u65f6\u6570\u636e\u6e56\u67b6\u6784\uff0c\u8ba9\u4ea4\u6613\u6570\u636e\u6d41\u8fdb\u5e73\u53f0\u77ac\u95f4\u5c31\u88ab\u5206\u6790\u3001\u6253\u6807\u3001\u9001\u5165\u8f7b\u91cf\u7ea7\u4f46\u7cbe\u51c6\u7684\u6a21\u578b\u4e2d\uff0c\u51c6\u786e\u7387\u63d0\u534730%\uff0c\u54cd\u5e94\u65f6\u95f4\u780d\u6389\u4e00\u534a\u3002\u8fd9\u4e0d\u662f\u9b54\u6cd5\uff0c\u662f\u6570\u636e\u88ab\u771f\u6b63\u201c\u6d3b\u7528\u201d\u7684\u529b\u91cf\u3002<\/p>\n

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