{"id":5953,"date":"2023-09-30T10:45:54","date_gmt":"2023-09-30T02:45:54","guid":{"rendered":"http:\/\/www.killtest.hk\/?p=5953"},"modified":"2023-09-30T10:45:54","modified_gmt":"2023-09-30T02:45:54","slug":"%e5%88%a9%e7%94%a8%e6%96%b0%e7%9a%84-azure-ai-%e5%9f%ba%e7%a4%8e%e6%9e%b6%e6%a7%8b%e7%9a%84%e9%80%b2%e6%ad%a5%e5%92%8c%e5%8f%af%e7%94%a8%e6%80%a7%e4%be%86%e6%93%b4%e5%b1%95%e7%94%9f%e6%88%90%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/www.killtest.hk\/index.php\/killtest\/%e5%88%a9%e7%94%a8%e6%96%b0%e7%9a%84-azure-ai-%e5%9f%ba%e7%a4%8e%e6%9e%b6%e6%a7%8b%e7%9a%84%e9%80%b2%e6%ad%a5%e5%92%8c%e5%8f%af%e7%94%a8%e6%80%a7%e4%be%86%e6%93%b4%e5%b1%95%e7%94%9f%e6%88%90%e5%bc%8f\/","title":{"rendered":"\u5229\u7528\u65b0\u7684 Azure AI \u57fa\u790e\u67b6\u69cb\u7684\u9032\u6b65\u548c\u53ef\u7528\u6027\u4f86\u64f4\u5c55\u751f\u6210\u5f0f AI"},"content":{"rendered":"<p>\u4f5c\u8005\uff1a Nidhi Chappell \uff0cAzure AI \u57fa\u790e\u8a2d\u65bd\u7e3d\u7d93\u7406\uff0cEric Boyd\u516c\u53f8\u526f\u7e3d\u88c1\uff0cAI \u5e73\u53f0<br \/>\n\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u662f\u4e00\u9805\u5f37\u5927\u7684\u8b8a\u9769\u6027\u6280\u8853\uff0c\u6709\u6f5b\u529b\u63a8\u52d5\u5f9e\u88fd\u9020\u5230\u96f6\u552e\u3001\u5f9e\u91d1\u878d\u670d\u52d9\u5230\u91ab\u7642\u4fdd\u5065\u7b49\u773e\u591a\u7522\u696d\u7684\u767c\u5c55\u3002\u6211\u5011\u5c0d\u786c\u9ad4\u548c\u4eba\u5de5\u667a\u6167\u57fa\u790e\u8a2d\u65bd\u7684\u65e9\u671f\u6295\u8cc7\u6b63\u5728\u5e6b\u52a9\u5ba2\u6236\u5be6\u73fe\u751f\u6210\u4eba\u5de5\u667a\u6167\u6240\u80fd\u63d0\u4f9b\u7684\u6548\u7387\u548c\u5275\u65b0\u3002\u6211\u5011\u7684<a href=\"https:\/\/www.killtest.net\/Azure-AI-Engineer-Associate\/AI-102.asp\">Azure AI<\/a> \u57fa\u790e\u8a2d\u65bd\u662f\u6211\u5011\u64f4\u5c55\u7522\u54c1\u7684\u652f\u67f1\uff0cAzure OpenAI \u670d\u52d9\u8655\u65bc\u9019\u9805\u8f49\u578b\u7684\u6700\u524d\u6cbf\uff0c\u70ba\u958b\u767c\u4eba\u54e1\u63d0\u4f9b\u5728 Azure 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OpenAI\u670d\u52d9\u7684\u5168\u7403\u64f4\u5f35\uff0c\u6211\u5011\u6b63\u5728\u591a\u500b\u65b0\u5340\u57df\u63a8\u51faOpenAI\u6700\u5148\u9032\u7684\u6a21\u578bGPT-4\u548cGPT-35-Turbo\uff0c\u70ba\u5168\u7403\u4f01\u696d\u63d0\u4f9b\u7121\u8207\u502b\u6bd4\u7684\u751f\u6210\u5f0fAI\u80fd\u529b\u3002\u6211\u5011\u7684 Azure AI \u57fa\u790e\u8a2d\u65bd\u70ba\u9019\u7a2e\u53ef\u64f4\u5c55\u6027\u63d0\u4f9b\u4e86\u52d5\u529b\uff0c\u6211\u5011\u5c07\u7e7c\u7e8c\u5c0d\u5176\u9032\u884c\u6295\u8cc7\u548c\u64f4\u5c55\u3002\u6211\u5011\u4e5f\u63a8\u51fa\u4e86 ND H100 v5 \u865b\u64ec\u6a5f\u7cfb\u5217\uff0c\u914d\u5099 NVIDIA H100 Tensor Core \u5716\u5f62\u8655\u7406\u55ae\u5143 (GPU) \u548c\u4f4e\u5ef6\u9072\u7db2\u7d61\uff0c\u63a8\u52d5\u4f01\u696d\u9032\u5165 AI \u61c9\u7528\u7684\u65b0\u6642\u4ee3\u3002 <\/p>\n<p>\u4ee5\u4e0b\u662f\u9019\u4e9b\u9032\u6b65\u5982\u4f55\u5728\u6574\u500b\u5806\u758a\u4e2d\u64f4\u5c55 Microsoft \u7684\u7d71\u4e00 AI \u65b9\u6cd5\u3002  <\/p>\n<p>ND H100 v5 \u865b\u64ec\u6a5f\u5668\u7cfb\u5217\u5168\u9762\u4e0a\u5e02\uff1a\u524d\u6240\u672a\u6709\u7684 AI \u8655\u7406\u8207\u898f\u6a21<br \/>\n\u4eca\u5929\uff0c\u6211\u5011\u7684 Azure ND H100 v5 \u865b\u64ec\u6a5f\u5668 (VM) \u7cfb\u5217\u6b63\u5f0f\u4e0a\u5e02\uff0c\u8a72\u7cfb\u5217\u914d\u5099\u4e86\u6700\u65b0\u7684 NVIDIA H100 Tensor Core GPU \u548c NVIDIA Quantum-2 InfiniBand \u7db2\u8def\u3002\u8a72 VM \u7cfb\u5217\u662f\u6839\u64da Microsoft \u5728\u63d0\u4f9b\u8d85\u7d1a\u904b\u7b97\u6548\u80fd\u548c\u898f\u6a21\u65b9\u9762\u7684\u8c50\u5bcc\u7d93\u9a57\u7cbe\u5fc3\u8a2d\u8a08\u7684\uff0c\u4ee5\u61c9\u5c0d\u5c16\u7aef AI \u5de5\u4f5c\u8ca0\u8f09\u5448\u6307\u6578\u7d1a\u589e\u9577\u7684\u8907\u96dc\u6027\u3002\u4f5c\u70ba\u6211\u5011\u5c0d\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u6301\u7e8c\u6df1\u5165\u6295\u8cc7\u7684\u4e00\u90e8\u5206\uff0c\u6211\u5011\u6b63\u5728\u5229\u7528\u4eba\u5de5\u667a\u6167\u512a\u5316\u7684 4K GPU 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\u8a13\u7df4\u548c\u63a8\u7406\u7684\u91cd\u8981\u6027\uff0c\u6211\u5011\u9078\u64c7\u7b2c\u56db\u4ee3 Intel Xeon \u53ef\u64f4\u5145\u8655\u7406\u5668\u4f5c\u70ba\u9019\u4e9b\u865b\u64ec\u6a5f\u5668\u7684\u57fa\u790e\uff0c\u4ee5\u78ba\u4fdd\u6700\u4f73\u7684\u8655\u7406\u901f\u5ea6\u3002<br \/>\n\u4f4e\u5ef6\u9072\u7db2\u8def\uff1a\u63a1\u7528NVIDIA Quantum-2 ConnectX-7 InfiniBand\uff08\u6bcf\u500bGPU 400Gb\/s\uff0c\u6bcf\u500b\u865b\u64ec\u6a5f\u56683.2 Tb\/s \u7684\u8de8\u7bc0\u9ede\u983b\u5bec\uff09\u78ba\u4fdd\u8de8GPU \u7684\u7121\u7e2b\u6548\u80fd\uff0c\u8207\u5168\u7403\u9ad8\u6548\u80fd\u8d85\u7d1a\u96fb\u8166\u7684\u529f\u80fd\u76f8\u5339\u914d\u3002<br \/>\n\u512a\u5316\u4e3b\u6a5f\u5230 GPU \u7684\u6548\u80fd\uff1a\u501f\u52a9 PCIe Gen5 \u70ba\u6bcf\u500b GPU \u63d0\u4f9b 64GB\/s \u7684\u983b\u5bec\uff0cAzure \u5728 CPU \u548c GPU \u4e4b\u9593\u5be6\u73fe\u4e86\u986f\u8457\u7684\u6548\u80fd\u512a\u52e2\u3002<br \/>\n\u5927\u898f\u6a21\u8a18\u61b6\u9ad4\u548c\u8a18\u61b6\u9ad4\u983b\u5bec\uff1aDDR5 \u8a18\u61b6\u9ad4\u662f\u9019\u4e9b\u865b\u64ec\u6a5f\u5668\u7684\u6838\u5fc3\uff0c\u53ef\u63d0\u4f9b\u66f4\u9ad8\u7684\u8cc7\u6599\u50b3\u8f38\u901f\u5ea6\u548c\u6548\u7387\uff0c\u4f7f\u5176\u6210\u70ba\u5177\u6709\u8f03\u5927\u8cc7\u6599\u96c6\u7684\u5de5\u4f5c\u8ca0\u8f09\u7684\u7406\u60f3\u9078\u64c7\u3002<br \/>\n\u9019\u4e9b\u865b\u64ec\u6a5f\u5668\u5df2\u7d93\u8b49\u660e\u4e86\u5b83\u5011\u7684\u6548\u80fd\u512a\u52e2\uff0c\u8207\u524d\u5e7e\u4ee3\u7684 FP16 \u76f8\u6bd4\uff0c\u4f7f\u7528\u65b0\u7684 8 \u4f4d\u5143 FP8 \u6d6e\u9ede\u8cc7\u6599\u985e\u578b\u6642\uff0c\u77e9\u9663\u4e58\u6cd5\u904b\u7b97\u7684\u901f\u5ea6\u63d0\u9ad8\u4e86\u516d\u500d\u3002ND H100 v5 \u865b\u64ec\u6a5f\u5668\u5728 BLOOM 175B \u7aef\u5230\u7aef\u6a21\u578b\u63a8\u7406\u7b49\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u4e2d\u5be6\u73fe\u4e86\u9ad8\u9054\u5169\u500d\u7684\u52a0\u901f\uff0c\u5c55\u793a\u4e86\u5176\u9032\u4e00\u6b65\u512a\u5316 AI \u61c9\u7528\u7a0b\u5f0f\u7684\u6f5b\u529b\u3002<br \/>\nAzure OpenAI \u670d\u52d9\u9081\u5411\u5168\u7403\uff1a\u5728\u5168\u7403\u64f4\u5c55\u5c16\u7aef\u6a21\u578b<br \/>\n\u6211\u5011\u5f88\u9ad8\u8208\u5730\u5ba3\u5e03 Azure OpenAI \u670d\u52d9\u5728\u5168\u7403\u64f4\u5c55\uff0c\u5c07 OpenAI \u7684\u5c16\u7aef\u6a21\u578b\uff08\u5305\u62ec GPT-4 \u548c GPT-35-Turbo\uff09\u5e36\u7d66\u5168\u7403\u66f4\u5ee3\u6cdb\u7684\u53d7\u773e\u3002\u6211\u5011\u7684\u65b0\u751f\u6d3b\u5340\u57df\u6fb3\u6d32\u6771\u90e8\u3001\u52a0\u62ff\u5927\u6771\u90e8\u3001\u7f8e\u570b\u6771\u90e8 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