{"id":188156,"date":"2024-05-09T16:37:38","date_gmt":"2024-05-09T08:37:38","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/188156.html"},"modified":"2024-05-09T16:37:43","modified_gmt":"2024-05-09T08:37:43","slug":"%e4%b8%ba%e4%bb%80%e4%b9%88%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e9%83%bd%e7%94%a8%e7%9a%84%e6%98%afintel%e7%9a%84%e5%a4%84%e7%90%86%e5%99%a8-%e8%8b%b1%e4%bc%9f%e8%be%be%e6%98%be%e5%8d%a1","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/188156.html","title":{"rendered":"\u4e3a\u4ec0\u4e48\u673a\u5668\u5b66\u4e60\u90fd\u7528\u7684\u662fIntel\u7684\u5904\u7406\u5668 \u82f1\u4f1f\u8fbe\u663e\u5361"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/26094352\/75d466b6-87c6-463b-9300-1fb5b6dfd199.webp\" alt=\"\u4e3a\u4ec0\u4e48\u673a\u5668\u5b66\u4e60\u90fd\u7528\u7684\u662fIntel\u7684\u5904\u7406\u5668 \u82f1\u4f1f\u8fbe\u663e\u5361\" \/><\/p>\n<p><p><strong><a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u901a\u5e38\u9009\u7528Intel\u5904\u7406\u5668\u548c\u82f1\u4f1f\u8fbe\u663e\u5361\u7684\u539f\u56e0\u5305\u62ec\uff1a\u4f18\u79c0\u7684\u6027\u80fd\u3001\u5e7f\u6cdb\u7684\u517c\u5bb9\u6027\u3001\u6210\u719f\u7684\u751f\u6001\u7cfb\u7edf\u3001\u4e13\u4e1a\u7ea7\u522b\u7684\u652f\u6301\u3001\u53ca\u5bc6\u96c6\u578b\u8ba1\u7b97\u4f18\u5316\u3002<\/strong> \u5728\u8fd9\u4e9b\u56e0\u7d20\u4e2d\uff0c\u6027\u80fd\u53ef\u80fd\u662f\u6700\u5173\u952e\u7684\u56e0\u7d20\u3002\u82f1\u4f1f\u8fbe\u663e\u5361\u62e5\u6709\u9ad8\u6027\u80fd\u7684\u5e76\u884c\u5904\u7406\u80fd\u529b\uff0c\u7279\u522b\u662f\u9488\u5bf9\u6df1\u5ea6\u5b66\u4e60\u4efb\u52a1\u7684\u8ba1\u7b97\u9700\u6c42\uff0c\u5176CUDA\u5e73\u53f0\u80fd\u9ad8\u6548\u6267\u884c\u6570\u4ee5\u4e07\u8ba1\u7684\u5e76\u884c\u7ebf\u7a0b\uff0c\u6781\u5927\u52a0\u901f\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b\u3002Intel\u5904\u7406\u5668\u5219\u5728\u6570\u636e\u5904\u7406\u548c\u901a\u7528\u4efb\u52a1\u6267\u884c\u65b9\u9762\u8868\u73b0\u4f18\u5f02\uff0c\u5c24\u5176\u662f\u5176\u9ad8\u7ea7\u5411\u91cf\u6269\u5c55\u6307\u4ee4\u96c6\uff08AVX-512\uff09\u80fd\u63d0\u4f9b\u5f3a\u5927\u7684\u6570\u5b66\u8fd0\u7b97\u652f\u6301\uff0c\u8fd9\u5bf9\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u7b97\u6cd5\u5b9e\u73b0\u662f\u975e\u5e38\u6709\u5229\u7684\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u6027\u80fd\u4e0e\u8ba1\u7b97\u529b<\/h3>\n<\/p>\n<p><p>\u673a\u5668\u5b66\u4e60\u7684\u4e3b\u8981\u6311\u6218\u4e4b\u4e00\u662f\u5904\u7406\u5927\u91cf\u6570\u636e\u5e76\u6267\u884c\u590d\u6742\u7684\u6570\u5b66\u8ba1\u7b97\u3002\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\u9700\u8981\u6781\u5f3a\u7684\u8ba1\u7b97\u529b\u548c\u5904\u7406\u901f\u5ea6\u3002<strong>Intel\u5904\u7406\u5668\u56e0\u5176\u51fa\u8272\u7684\u591a\u6838\u6027\u80fd\u548c\u9ad8\u9891\u8fd0\u7b97<\/strong> \u80fd\u529b\u800c\u53d7\u5230\u63a8\u5d07\uff0c\u5c24\u5176\u662f\u5728\u6570\u636e\u9884\u5904\u7406\u3001\u7279\u5f81\u5de5\u7a0b\u4ee5\u53ca\u5176\u4ed6\u9700\u8981\u5bc6\u96c6CPU\u8fd0\u7b97\u7684\u573a\u666f\u4e2d\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n<p><p>\u5728\u6570\u636e\u7684\u5e76\u884c\u5904\u7406\u65b9\u9762\uff0c<strong>\u82f1\u4f1f\u8fbe\u663e\u5361\u901a\u8fc7\u5176CUDA\u6280\u672f\u63d0\u4f9b\u4e86\u5e76\u884c\u8ba1\u7b97\u7684\u5f3a\u5927\u80fd\u529b<\/strong>\u3002\u82f1\u4f1f\u8fbe\u7684GPU\u8bbe\u8ba1\u4e4b\u521d\u5c31\u8003\u8651\u5230\u4e86\u9ad8\u5ea6\u7684\u5e76\u884c\u6027\uff0c\u4f7f\u5f97\u5b83\u5728\u6267\u884c\u7ebf\u6027\u4ee3\u6570\u8fd0\u7b97\uff0c\u5982\u77e9\u9635\u4e58\u6cd5\u548c\u5411\u91cf\u8ba1\u7b97\u65f6\uff0c\u8868\u73b0\u51fa\u4f18\u8d8a\u7684\u6027\u80fd\u3002\u8fd9\u4e9b\u7c7b\u578b\u7684\u8ba1\u7b97\u662f\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u4e2d\u7684\u57fa\u7840\uff0c\u56e0\u800c\u4f7f\u5f97\u82f1\u4f1f\u8fbe\u7684GPU\u6210\u4e3a\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u9996\u9009\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u517c\u5bb9\u6027\u4e0e\u751f\u6001\u7cfb\u7edf<\/h3>\n<\/p>\n<p><p>\u62e5\u6709\u5e7f\u6cdb\u7684\u517c\u5bb9\u6027\u610f\u5473\u7740\u5f00\u53d1\u8005\u53ef\u4ee5\u5728\u5404\u79cd\u786c\u4ef6\u914d\u7f6e\u548c\u8f6f\u4ef6\u73af\u5883\u4e0b\u5f00\u5c55\u5de5\u4f5c\u3002<strong>Intel\u7684CPU\u51e0\u4e4e\u517c\u5bb9\u6240\u6709\u7c7b\u578b\u7684\u64cd\u4f5c\u7cfb\u7edf\u548c\u7f16\u7a0b\u73af\u5883<\/strong>\uff0c\u8fd9\u964d\u4f4e\u4e86\u5f00\u53d1\u8005\u7684\u5b66\u4e60\u6210\u672c\uff0c\u5e76\u5141\u8bb8\u4ed6\u4eec\u4f7f\u7528\u5404\u79cd\u5de5\u5177\u548c\u5e93\u6765\u521b\u5efa\u548c\u90e8\u7f72\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002<\/p>\n<\/p>\n<p><p><strong>\u82f1\u4f1f\u8fbe\u7684GPU\u901a\u8fc7CUDA\u548ccuDNN\u7b49\u5e73\u53f0<\/strong>\uff0c\u540c\u6837\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u517c\u5bb9\u6027\u3002\u4e8b\u5b9e\u4e0a\uff0c\u8bb8\u591a\u6d41\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u4f8b\u5982TensorFlow\u548cPyTorch\uff0c\u90fd\u5bf9CUDA\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u4ee5\u5229\u7528GPU\u52a0\u901f\u8ba1\u7b97\u3002\u8fd9\u79cd\u5408\u4f5c\u751f\u6001\u7cfb\u7edf\u4e0d\u65ad\u63a8\u52a8\u7740\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u53d1\u5c55\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u4e13\u4e1a\u7ea7\u522b\u7684\u652f\u6301<\/h3>\n<\/p>\n<p><p>\u673a\u5668\u5b66\u4e60\u9879\u76ee\u5f80\u5f80\u9700\u8981\u9ad8\u7ea7\u522b\u7684\u6280\u672f\u652f\u6301\uff0c\u4ee5\u786e\u4fdd\u7cfb\u7edf\u7684\u7a33\u5b9a\u8fd0\u884c\u548c\u53ca\u65f6\u7684\u95ee\u9898\u89e3\u51b3\u3002<strong>Intel\u548c\u82f1\u4f1f\u8fbe\u5747\u63d0\u4f9b\u4e86\u4e00\u6d41\u7684\u5ba2\u6237\u652f\u6301<\/strong>\uff0c\u8fd9\u5bf9\u4e8e\u7ef4\u62a4\u673a\u5668\u5b66\u4e60\u57fa\u7840\u8bbe\u65bd\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n<p><p>Intel\u63d0\u4f9b\u4e86\u5168\u9762\u7684\u6587\u6863\u3001\u5f00\u53d1\u4eba\u5458\u8bba\u575b\u548c\u6280\u672f\u652f\u6301\u670d\u52a1\uff0c\u786e\u4fdd\u7528\u6237\u80fd\u591f\u6700\u5927\u9650\u5ea6\u5730\u53d1\u6325\u5904\u7406\u5668\u7684\u6f5c\u529b\u3002\u540c\u6837\uff0c\u82f1\u4f1f\u8fbe\u4e5f\u901a\u8fc7\u5176\u5f00\u53d1\u8005\u793e\u533a\u3001\u5728\u7ebf\u8d44\u6e90\u548c\u5ba2\u6237\u670d\u52a1\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301\u7f51\u7edc\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u4e13\u4e3a\u673a\u5668\u5b66\u4e60\u4f18\u5316<\/h3>\n<\/p>\n<p><p>\u4e3a\u4e86\u6700\u5927\u9650\u5ea6\u5730\u53d1\u6325\u786c\u4ef6\u6027\u80fd\uff0c\u8bbe\u5907\u9700\u8981\u9488\u5bf9\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u8fdb\u884c\u4f18\u5316\u3002<strong>\u82f1\u4f1f\u8fbeGPU\u6709\u7740\u9488\u5bf9\u6027\u7684\u4f18\u5316\uff0c\u4e13\u95e8\u4e3a<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>\u548c\u6df1\u5ea6\u5b66\u4e60\u8bbe\u8ba1<\/strong>\u3002\u901a\u8fc7CUDA\u6838\u5fc3\u548cTensor Core\uff0c\u82f1\u4f1f\u8fbe\u663e\u5361\u53ef\u4ee5\u6267\u884c\u5927\u89c4\u6a21\u5e76\u884c\u8ba1\u7b97\u548c\u9ad8\u6548\u7684\u795e\u7ecf\u7f51\u7edc\u8bad\u7ec3\u3002<\/p>\n<\/p>\n<p><p>\u6b64\u5916\uff0c<strong>Intel\u4e5f\u6295\u5165\u5927\u91cf\u8d44\u6e90\u4f18\u5316\u5176\u5904\u7406\u5668<\/strong>, \u4ee5\u52a0\u901f\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u5b83\u4eec\u7684\u5904\u7406\u5668\u652f\u6301\u6df1\u5ea6\u5b66\u4e60\u52a0\u901f\u7684\u6307\u4ee4\u96c6\u548c\u96c6\u6210\u4e86\u9488\u5bf9AI\u4f18\u5316\u7684\u529f\u80fd\uff0c\u5982DL Boost\u6280\u672f\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u6df1\u5ea6\u5b66\u4e60\u4e0e\u5f3a\u5316\u5b66\u4e60\u7684\u7279\u6b8a\u8981\u6c42<\/h3>\n<\/p>\n<p><p>\u5728\u7279\u5b9a\u7c7b\u578b\u7684\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u4e2d\uff0c\u5982\u6df1\u5ea6\u5b66\u4e60\u548c\u5f3a\u5316\u5b66\u4e60\uff0c\u9700\u8981\u5904\u7406\u5668\u548c\u663e\u5361\u5177\u5907\u8d85\u8d8a\u4f20\u7edf\u8ba1\u7b97\u7684\u7279\u6b8a\u80fd\u529b\u3002<strong>\u82f1\u4f1f\u8fbe\u663e\u5361\u4e0e\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u7684\u517c\u5bb9\u6027<\/strong> \u4f7f\u5176\u5728\u6267\u884c\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u548c\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7b49\u590d\u6742\u7ed3\u6784\u65f6\u5177\u6709\u5148\u5929\u4f18\u52bf\u3002<\/p>\n<\/p>\n<p><p>\u82f1\u4f1f\u8fbe\u663e\u5361\u7684\u67b6\u6784\u5141\u8bb8\u5f00\u53d1\u8005\u5229\u7528\u5176\u5f3a\u5316\u5b66\u4e60\u5e93\uff0c\u5982OpenAI Gym\uff0c\u6765\u5f00\u53d1\u548c\u6d4b\u8bd5\u65b0\u7684\u7b97\u6cd5\u3002\u8fd9\u4e9b\u7279\u6027\u8fdb\u4e00\u6b65\u5de9\u56fa\u4e86\u82f1\u4f1f\u8fbe\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u5730\u4f4d\u3002<\/p>\n<\/p>\n<p><p>\u603b\u7ed3\u6765\u8bf4\uff0c\u673a\u5668\u5b66\u4e60\u5bf9\u786c\u4ef6\u7684\u9700\u6c42\u5728\u6027\u80fd\u3001\u517c\u5bb9\u6027\u3001\u652f\u6301\u548c\u4e13\u95e8\u7684\u4f18\u5316\u65b9\u9762\u90fd\u5f88\u9ad8\uff0c\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48<strong>Intel\u7684\u5904\u7406\u5668\u548c\u82f1\u4f1f\u8fbe\u7684\u663e\u5361\u5728\u8be5\u9886\u57df\u5982\u6b64\u6d41\u884c\u7684\u539f\u56e0<\/strong>\u3002\u8fd9\u4e24\u5bb6\u516c\u53f8\u4e0d\u4ec5\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u4ea7\u54c1\uff0c\u800c\u4e14\u8fd8\u5efa\u7acb\u4e86\u652f\u6301\u673a\u5668\u5b66\u4e60\u5feb\u901f\u53d1\u5c55\u7684\u5f3a\u5927\u751f\u6001\u7cfb\u7edf\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>1. 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