{"id":34965,"date":"2026-08-08T08:00:49","date_gmt":"2026-08-08T00:00:49","guid":{"rendered":"https:\/\/www.varidata.com\/?p=34965"},"modified":"2026-08-07T17:25:09","modified_gmt":"2026-08-07T09:25:09","slug":"how-to-optimize-cpu%e2%80%91gpu-data-transfer-latency-in-ai-servers","status":"publish","type":"post","link":"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/how-to-optimize-cpu%e2%80%91gpu-data-transfer-latency-in-ai-servers\/","title":{"rendered":"\u5982\u4f55\u6700\u4f73\u5316 AI \u4f3a\u670d\u5668\u4e2d\u7684 CPU\u2011GPU \u8cc7\u6599\u50b3\u8f38\u5ef6\u9072"},"content":{"rendered":"<p>\u73fe\u4ee3 AI \u5de5\u4f5c\u8ca0\u8f09\u2014\u2014\u5f9e\u5927\u6a21\u578b\u5fae\u8abf\u3001\u4f4e\u5ef6\u9072\u7dda\u4e0a\u63a8\u8ad6\u5230\u5206\u6563\u5f0f\u5f35\u91cf\u8a08\u7b97\u2014\u2014\u5176\u6548\u80fd\u74f6\u9838\u5f80\u5f80\u4e26\u975e\u6e90\u65bc <a href=\"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/the-differences-between-reference-gpu-and-non-reference-gpu\/\" target=\"_blank\">GPU<\/a> \u7684\u539f\u59cb\u7b97\u529b\uff0c\u800c\u662f\u6e90\u65bc\u5c0d AI \u4f3a\u670d\u5668 CPU GPU \u8cc7\u6599\u50b3\u8f38\u5ef6\u9072\u7684\u758f\u65bc\u7ba1\u7406\u3002\u8a31\u591a\u5de5\u7a0b\u5718\u968a\u5c07\u5927\u91cf\u8cc7\u6e90\u6295\u5165 GPU \u9078\u578b\u548c\u6a21\u578b\u8abf\u512a\uff0c\u537b\u5ffd\u8996\u4e86\u88dd\u7f6e\u9593\u8cc7\u6599\u79fb\u52d5\u7684\u74f6\u9838\u3002\u5176\u5f8c\u679c\u662f\u52a0\u901f\u5668\u786c\u9ad4\u5229\u7528\u7387\u4e0d\u8db3\u3001\u8a13\u7df4\u9031\u671f\u62c9\u9577\u3001\u63a8\u8ad6\u56de\u61c9\u6642\u9593\u53c3\u5dee\u4e0d\u9f4a\u3002\u5c0d\u65bc\u71df\u904b <a href=\"https:\/\/www.varidata.com\/zh-tw\/server\/hk\/\" target=\"_blank\">AI \u4f3a\u670d\u5668\u79df\u7528<\/a>\u548c\u4f3a\u670d\u5668\u8a17\u7ba1\u57fa\u790e\u8a2d\u65bd\u7684\u5718\u968a\u4f86\u8aaa\uff0c\u8abf\u6821\u8de8\u6676\u7247\u8cc7\u6599\u901a\u8def\u662f\u91cb\u653e\u65e2\u6709\u7b97\u529b\u3001\u7121\u9700\u5f37\u5236\u786c\u9ad4\u66f4\u65b0\u7684\u9ad8\u5831\u916c\u5de5\u4f5c\u4e4b\u4e00\u3002<\/p>\n<h2><strong>CPU\u2011GPU \u50b3\u8f38\u5ef6\u9072\u74f6\u9838\u7684\u6839\u672c\u539f\u56e0<\/strong><\/h2>\n<p>\u5728\u61c9\u7528\u6539\u9032\u4e4b\u524d\uff0c\u4e86\u89e3\u5ef6\u9072\u5728\u5178\u578b AI \u4f3a\u670d\u5668\u5806\u758a\u4e2d\u5982\u4f55\u7d2f\u7a4d\u6703\u5927\u6709\u52a9\u76ca\u3002\u8207\u50b3\u7d71 Web \u5de5\u4f5c\u8ca0\u8f09\u7684\u5c0f\u578b\u8cc7\u6599\u50b3\u905e\u4e0d\u540c\uff0cAI \u4efb\u52d9\u9700\u8981\u6301\u7e8c\u5728\u4e3b\u6a5f\u8a18\u61b6\u9ad4\u548c\u88dd\u7f6e\u8a18\u61b6\u9ad4\u4e4b\u9593\u4f86\u56de\u642c\u79fb\u5f35\u91cf\u3002\u6bcf\u4e00\u6b21\u4e0d\u5fc5\u8981\u7684\u8907\u88fd\u3001\u963b\u585e\u64cd\u4f5c\u6216\u983b\u5bec\u4e0d\u5339\u914d\u90fd\u6703\u7d2f\u7a4d\u5fae\u5c0f\u7684\u5ef6\u9072\uff0c\u4e26\u5728\u9577\u6642\u9593\u904b\u884c\u7684\u4efb\u52d9\u4e2d\u4e0d\u65b7\u653e\u5927\u3002<\/p>\n<ul>\n<li><strong>\u4e92\u9023\u983b\u5bec\u9650\u5236<\/strong>\u3002\u7576\u5411\u5e73\u884c GPU \u6838\u5fc3\u994b\u9001\u5927\u898f\u6a21\u5f35\u91cf\u8cc7\u6599\u96c6\u6642\uff0c\u532f\u6d41\u6392\u541e\u5410\u91cf\u6703\u6210\u70ba\u74f6\u9838\u3002\u7576\u50b3\u8f38\u901f\u5ea6\u8ddf\u4e0d\u4e0a\u8a08\u7b97\u901f\u5ea6\u6642\uff0c\u52a0\u901f\u5668\u4fbf\u6703\u9592\u7f6e\u7b49\u5f85\u4e0b\u4e00\u6279\u8f38\u5165\u8cc7\u6599\u3002<\/li>\n<li><strong>\u986f\u5f0f\u8207\u96b1\u5f0f\u8cc7\u6599\u8907\u88fd<\/strong>\u3002\u9810\u8a2d\u7684\u7cfb\u7d71\u884c\u70ba\u53ef\u80fd\u89f8\u767c\u591a\u6b21\u8a18\u61b6\u9ad4\u9077\u79fb\uff0c\u8de8\u8d8a\u4f7f\u7528\u8005\u7a7a\u9593\u3001\u6838\u5fc3\u7de9\u885d\u5340\u3001\u4e3b\u6a5f RAM \u548c GPU \u8996\u8a0a\u8a18\u61b6\u9ad4\u3002\u6bcf\u4e00\u6b21\u8907\u88fd\u90fd\u6703\u589e\u52a0\u958b\u92b7\uff0c\u5728\u758a\u4ee3\u8a13\u7df4\u8ff4\u5708\u4e2d\u5c24\u70ba\u986f\u8457\u3002<\/li>\n<li><strong>\u540c\u6b65\u7ba1\u7dda\u963b\u585e<\/strong>\u3002\u7c97\u653e\u7684\u8cc7\u6599\u8f09\u5165\u908f\u8f2f\u6703\u5728\u50b3\u8f38\u5b8c\u6210\u6642\u66ab\u505c\u57f7\u884c\u3002CPU \u57f7\u884c\u7dd2\u505c\u6eef\uff0cGPU \u8cc7\u6e90\u5728\u8cc7\u6599\u8de8\u532f\u6d41\u6392\u79fb\u52d5\u671f\u9593\u8655\u65bc\u9592\u7f6e\u72c0\u614b\u3002<\/li>\n<\/ul>\n<p>\u9019\u4e9b\u554f\u984c\u5728\u8de8\u570b\u90e8\u7f72\u4e2d\u66f4\u52a0\u7a81\u51fa\u3002\u5167\u90e8\u4f3a\u670d\u5668\u7ba1\u7dda\u6b20\u4f73\uff0c\u52a0\u4e4b\u516c\u5171\u7db2\u969b\u7db2\u8def\u8def\u7531\u7684\u6ce2\u52d5\uff0c\u6703\u653e\u5927\u6296\u52d5\uff0c\u56e0\u6b64\u5c0d\u65bc\u9762\u5411\u5168\u7403\u670d\u52d9\u7684 AI \u8ca0\u8f09\uff0c\u6df1\u601d\u719f\u616e\u7684\u57fa\u790e\u8a2d\u65bd\u642d\u5efa\u548c\u7ba1\u7dda\u8abf\u6821\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n<h2><strong>\u9762\u5411\u88dd\u7f6e\u9593\u901a\u8a0a\u7684\u786c\u9ad4\u512a\u5148\u8abf\u6574<\/strong><\/h2>\n<p>\u786c\u9ad4\u6c7a\u5b9a\u4e86\u50b3\u8f38\u6548\u80fd\u7684\u7406\u8ad6\u4e0a\u9650\u3002\u8edf\u9ad4\u8abf\u6821\u53ea\u80fd\u6316\u6398\u73fe\u6709\u5bb9\u91cf\uff0c\u800c\u6709\u610f\u8b58\u7684\u786c\u9ad4\u9078\u64c7\u5247\u80fd\u6d88\u9664\u7d50\u69cb\u6027\u74f6\u9838\u3002\u5be6\u7528\u7684\u786c\u9ad4\u8abf\u6821\u805a\u7126\u65bc\u7e2e\u77ed\u5be6\u9ad4\u8cc7\u6599\u8def\u5f91\u548c\u6e1b\u5c11\u4e2d\u9593\u8f49\u767c\u74b0\u7bc0\u3002<\/p>\n<ol>\n<li><strong>\u90e8\u7f72\u66f4\u9ad8\u901f\u7684\u4e92\u9023\u532f\u6d41\u6392<\/strong>\u3002\u820a\u6b3e\u532f\u6d41\u6392\u4e16\u4ee3\u7121\u6cd5\u8ddf\u4e0a\u7576\u4ee3\u5927\u6a21\u578b\u7684\u5f35\u91cf\u541e\u5410\u91cf\u3002\u5347\u7d1a\u5230\u73fe\u4ee3\u9ad8\u983b\u5bec\u532f\u6d41\u6392\u898f\u683c\u53ef\u63d0\u9ad8\u5cf0\u503c\u541e\u5410\u91cf\uff0c\u4e26\u6e1b\u5c11\u6279\u6b21\u8655\u7406\u5de5\u4f5c\u8ca0\u8f09\u4e0b\u7684\u4f47\u5217\u5ef6\u9072\uff0c\u70ba\u6301\u7e8c\u8a08\u7b97\u4efb\u52d9\u63d0\u4f9b\u66f4\u7a69\u5b9a\u7684\u8cc7\u6599\u6d41\u3002<\/li>\n<li><strong>\u5229\u7528\u76f4\u63a5\u7684 GPU\u2011GPU \u4e92\u9023\u901a\u9053<\/strong>\u3002\u5728\u50b3\u7d71\u4f48\u5c40\u4e2d\uff0c\u591a GPU \u6d41\u91cf\u9700\u7d93\u904e CPU \u548c\u4e3b\u6a5f\u8a18\u61b6\u9ad4\uff0c\u5e36\u4f86\u986f\u8457\u8f49\u767c\u958b\u92b7\u3002\u76f4\u63a5\u4e92\u9023\u5141\u8a31\u52a0\u901f\u5668\u9ede\u5c0d\u9ede\u4ea4\u63db\u5f35\u91cf\uff0c\u7e5e\u904e\u4e3b\u6a5f\u5074\u8def\u7531\u3002\u9019\u5c0d\u5206\u6563\u5f0f\u8a13\u7df4\u548c\u591a GPU \u5e73\u884c\u63a8\u8ad6\u6709\u660e\u986f\u589e\u76ca\u3002<\/li>\n<li><strong>\u8003\u616e\u8cc7\u6599\u8655\u7406\u5378\u8f09\u55ae\u5143<\/strong>\u3002\u5c08\u7528\u5378\u8f09\u786c\u9ad4\u63a5\u7ba1\u901a\u5e38\u7531\u901a\u7528 CPU \u8655\u7406\u7684\u91cd\u8907\u6027\u8cc7\u6599\u651d\u53d6\u3001\u904e\u6ffe\u548c\u6392\u7a0b\u4efb\u52d9\u3002\u5378\u8f09\u9810\u8655\u7406\u5de5\u4f5c\u53ef\u5efa\u7acb\u5f9e\u50b3\u5165\u8cc7\u6599\u5230 GPU \u8a18\u61b6\u9ad4\u7684\u66f4\u76f4\u63a5\u8def\u5f91\uff0c\u964d\u4f4e CPU \u6838\u5fc3\u7af6\u722d\uff0c\u4e26\u524a\u6e1b\u7aef\u5230\u7aef\u50b3\u8f38\u5ef6\u9072\u3002<\/li>\n<\/ol>\n<h2><strong>\u8edf\u9ad4\u8207\u8cc7\u6599\u7ba1\u7dda\u8abf\u6821\u4ee5\u964d\u4f4e\u958b\u92b7<\/strong><\/h2>\n<p>\u5373\u4fbf\u786c\u9ad4\u898f\u683c\u826f\u597d\uff0c\u82e5\u8cc7\u6599\u8655\u7406\u908f\u8f2f\u4f4e\u6548\uff0c\u6548\u80fd\u4ecd\u6703\u6d6a\u8cbb\u3002\u8edf\u9ad4\u5c64\u9762\u7684\u6700\u4f73\u5316\u805a\u7126\u65bc\u6d88\u9664\u5197\u9918\u8a18\u61b6\u9ad4\u64cd\u4f5c\u3001\u4f7f\u8a08\u7b97\u8207\u8cc7\u6599\u79fb\u52d5\u91cd\u758a\uff0c\u4ee5\u53ca\u66f4\u667a\u6167\u7684\u8ca0\u8f09\u8655\u7406\u3002\u5176\u4e2d\u8a31\u591a\u8abf\u6574\u7121\u9700\u65b0\u589e\u786c\u9ad4\u6295\u5165\u3002<\/p>\n<ul>\n<li><strong>\u555f\u7528\u96f6\u8907\u88fd\u8a18\u61b6\u9ad4\u901a\u8def<\/strong>\u3002\u96f6\u8907\u88fd\u6a5f\u5236\u8df3\u904e\u6838\u5fc3\u8207\u4f7f\u7528\u8005\u4f4d\u5740\u7a7a\u9593\u4e4b\u9593\u7684\u5197\u9918\u8a18\u61b6\u9ad4\u8907\u88fd\uff0c\u5141\u8a31\u5de5\u4f5c\u8ca0\u8f09\u76f4\u63a5\u64cd\u4f5c\u5be6\u9ad4\u8a18\u61b6\u9ad4\u5340\u57df\u3002\u9019\u524a\u6e1b\u4e86\u8907\u88fd\u76f8\u95dc\u5ef6\u9072\uff0c\u4e26\u964d\u4f4e\u4e86 CPU \u57f7\u884c\u7dd2\u58d3\u529b\uff0c\u5c24\u5176\u9069\u7528\u65bc\u4e2d\u7b49\u898f\u6a21\u7684\u63a8\u8ad6\u90e8\u7f72\u3002<\/li>\n<li><strong>\u63a1\u7528\u975e\u540c\u6b65\u8cc7\u6599\u8f09\u5165\u8207\u7ba1\u7dda\u91cd\u758a<\/strong>\u3002\u7528\u975e\u963b\u585e\u4efb\u52d9\u6392\u7a0b\u66ff\u4ee3\u963b\u585e\u5f0f\u540c\u6b65\u8cc7\u6599\u7372\u53d6\u3002\u7576 GPU \u57f7\u884c\u524d\u5411\u548c\u53cd\u5411\u8a08\u7b97\u6642\uff0cCPU 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GPU 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CPU \u6392\u7a0b\u6642\u9593\u7247\u3002\u900f\u904e\u95dc\u9589\u975e\u5fc5\u8981\u7684\u80cc\u666f\u670d\u52d9\u4f86\u9694\u96e2 AI \u8a08\u7b97\u5de5\u4f5c\u8ca0\u8f09\uff0c\u4ee5\u7a69\u5b9a\u53ef\u7528\u50b3\u8f38\u5bb9\u91cf\u4e26\u6e1b\u5c11\u96a8\u6a5f\u5ef6\u9072\u5c16\u5cf0\u3002<\/li>\n<li><strong>\u8abf\u6574\u6838\u5fc3 I\/O \u548c\u8a18\u61b6\u9ad4\u9396\u5b9a\u53c3\u6578<\/strong>\u3002\u8abf\u6821 I\/O \u6392\u7a0b\u5668\u884c\u70ba\u3001\u8a18\u61b6\u9ad4\u56fa\u5b9a\u898f\u5247\u548c\u7de9\u885d\u5340\u5927\u5c0f\uff0c\u4ee5\u63d0\u9ad8 AI \u76f8\u95dc\u8cc7\u6599\u79fb\u52d5\u7684\u6392\u7a0b\u512a\u5148\u7d1a\u3002\u9019\u9650\u5236\u4e86\u901a\u7528\u7cfb\u7d71\u6d41\u91cf\u7684\u8cc7\u6e90\u7af6\u722d\uff0c\u4e26\u70ba\u5f35\u91cf\u8ca0\u8f09\u4fdd\u7559\u4f4e\u5ef6\u9072\u901a\u8def\u3002<\/li>\n<\/ol>\n<h2><strong>\u9762\u5411\u8de8\u570b AI 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\u8a08\u7b97\u4e4b\u9593\u7684\u6d41\u91cf\u3002\u57fa\u790e\u8a2d\u65bd\u5c64\u9762\u7684\u9078\u64c7\u8207\u5167\u90e8\u4f3a\u670d\u5668\u8abf\u6821\u76f8\u8f14\u76f8\u6210\uff0c\u70ba\u9762\u5411\u570b\u969b\u7684 AI \u7cfb\u7d71\u69cb\u5efa\u5b8c\u6574\u7684\u5ef6\u9072\u964d\u4f4e\u7b56\u7565\u3002<\/p>\n<h2><strong>\u5e38\u898b\u5ef6\u9072\u75c7\u72c0\u7684\u5be6\u7528\u6545\u969c\u6392\u9664<\/strong><\/h2>\n<p>\u5728\u65e5\u5e38\u7dad\u904b\u4e2d\uff0c\u50b3\u8f38\u74f6\u9838\u5f80\u5f80\u4ee5\u9593\u63a5\u65b9\u5f0f\u986f\u73fe\u3002\u8de1\u8c61\u5305\u62ec GPU \u5229\u7528\u7387\u6ce2\u52d5\u3001\u6a21\u578b\u758a\u4ee3\u901f\u5ea6\u7de9\u6162\u4ee5\u53ca\u63a8\u8ad6\u56de\u61c9\u6642\u9593\u8b8a\u5316\u3002\u9019\u4e9b\u75c7\u72c0\u901a\u5e38\u6e90\u65bc\u8cc7\u6599\u79fb\u52d5\u505c\u6eef\uff0c\u800c\u975e\u52a0\u901f\u5668\u672c\u8eab\u9000\u5316\u3002\u7dad\u904b\u4eba\u54e1\u53ef\u61c9\u7528\u91dd\u5c0d\u6027\u6aa2\u67e5\u4f86\u5b9a\u4f4d\u4e26\u89e3\u6c7a\u554f\u984c\u3002<\/p>\n<ul>\n<li><strong>GPU \u5229\u7528\u7387\u4e0d\u7a69\u5b9a<\/strong>\uff1a\u901a\u5e38\u7531\u8cc7\u6599\u4f9b\u7d66\u4e0d\u5e73\u7a69\u5f15\u8d77\u3002\u53ef\u900f\u904e\u555f\u7528\u56fa\u5b9a\u8a18\u61b6\u9ad4\u50b3\u8f38\u548c\u6700\u4f73\u5316\u975e\u540c\u6b65\u8f09\u5165\u908f\u8f2f\u4f86\u7de9\u89e3\uff0c\u70ba\u52a0\u901f\u5668\u63d0\u4f9b\u7a69\u5b9a\u7684\u8f38\u5165\u6d41\u3002<\/li>\n<li><strong>\u5927\u6a21\u578b\u5fae\u8abf\u9032\u5ea6\u7de9\u6162<\/strong>\uff1a\u5e38\u56e0\u904e\u591a\u7684\u4e3b\u6a5f\u2011\u88dd\u7f6e\u8a18\u61b6\u9ad4\u4ea4\u63db\u548c\u6279\u6b21\u5927\u5c0f\u4e0d\u7576\u800c\u89f8\u767c\u3002\u8abf\u6574\u7d71\u4e00\u8a18\u61b6\u9ad4\u8a2d\u5b9a\u4e26\u61c9\u7528\u68af\u5ea6\u7d2f\u7a4d\u6a21\u5f0f\uff0c\u4ee5\u964d\u4f4e\u7e3d\u50b3\u8f38\u983b\u7387\u3002<\/li>\n<li><strong>\u8de8\u570b\u63a8\u8ad6\u5ef6\u9072\u6296\u52d5<\/strong>\uff1a\u901a\u5e38\u6839\u6e90\u65bc\u516c\u5171\u7db2\u8def\u8def\u7531\u7684\u4e0d\u7a69\u5b9a\u3002\u53ef\u900f\u904e\u8a55\u4f30\u5c08\u7528\u93c8\u8def\u9078\u9805\u548c\u91cd\u65b0\u5be9\u8996\u8a08\u7b97\u7bc0\u9ede\u4f48\u5c40\u4f86\u89e3\u6c7a\uff0c\u4ee5\u6e1b\u5c11\u9577\u8ddd\u96e2\u50b3\u8f38\u7684\u8b8a\u7570\u6027\u3002<\/li>\n<\/ul>\n<h2><strong>\u7d50\u8ad6<\/strong><\/h2>\n<p>\u6700\u4f73\u5316AI \u4f3a\u670d\u5668 CPU GPU \u8cc7\u6599\u50b3\u8f38\u5ef6\u9072\u662f\u4e00\u9805\u591a\u5c64\u7d1a\u7684\u5de5\u7a0b\u5de5\u4f5c\uff0c\u6db5\u84cb\u786c\u9ad4\u4e92\u9023\u8a2d\u8a08\u3001\u61c9\u7528\u5c64\u8cc7\u6599\u7ba1\u7dda\u3001\u4e3b\u6a5f\u7cfb\u7d71\u8abf\u6821\u4ee5\u53ca\u5be6\u969b\u90e8\u7f72\u4f48\u5c40\u3002\u5b64\u7acb\u7684\u8abf\u6574\u53ea\u80fd\u5e36\u4f86\u5c40\u90e8\u6539\u5584\uff0c\u800c\u8de8\u5c64\u7d1a\u7684\u5354\u8abf\u8abf\u6574\u80fd\u66f4\u5168\u9762\u5730\u89e3\u6c7a\u74f6\u9838\u3002\u5c0d\u65bc\u71df\u904b AI \u4f3a\u670d\u5668\u79df\u7528\u548c\u4f3a\u670d\u5668\u8a17\u7ba1\u5e73\u53f0\u7684\u5718\u968a\u4f86\u8aaa\uff0c\u6301\u7e8c\u7684\u5ef6\u9072\u6700\u4f73\u5316\u5be6\u52d9\u53ef\u63d0\u5347\u786c\u9ad4\u5229\u7528\u7387\u3001\u5e73\u6ed1\u670d\u52d9\u884c\u70ba\uff0c\u4e26\u70ba\u8a13\u7df4\u548c\u7dda\u4e0a\u63a8\u8ad6\u5834\u666f\u63d0\u4f9b\u66f4\u53ef\u9810\u6e2c\u7684\u8a08\u7b97\u80fd\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u73fe\u4ee3 AI \u5de5\u4f5c\u8ca0\u8f09\u2014\u2014\u5f9e\u5927\u6a21\u578b\u5fae\u8abf\u3001\u4f4e\u5ef6\u9072\u7dda\u4e0a\u63a8\u8ad6\u5230\u5206\u6563\u5f0f\u5f35\u91cf\u8a08\u7b97\u2014\u2014\u5176\u6548\u80fd\u74f6\u9838\u5f80\u5f80\u4e26\u975e\u6e90\u65bc GPU \u7684\u539f\u59cb [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/how-to-optimize-cpu%e2%80%91gpu-data-transfer-latency-in-ai-servers\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":12,"featured_media":34961,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[267],"tags":[],"class_list":["post-34965","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-tc"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u5982\u4f55\u6700\u4f73\u5316 AI \u4f3a\u670d\u5668\u4e2d\u7684 CPU\u2011GPU \u8cc7\u6599\u50b3\u8f38\u5ef6\u9072<\/title>\n<meta name=\"description\" content=\"\u63a2\u7d22\u964d\u4f4e CPU\u2011GPU \u8cc7\u6599\u50b3\u8f38\u5ef6\u9072\u7684\u5be6\u7528\u7b56\u7565\uff0c\u6db5\u84cb\u786c\u9ad4\u3001\u8edf\u9ad4\u3001\u7cfb\u7d71\u8abf\u6821\u4ee5\u53ca\u9762\u5411\u63a8\u8ad6\u5de5\u4f5c\u8ca0\u8f09\u7684\u8de8\u570b\u90e8\u7f72\u3002\" \/>\n<meta name=\"robots\" 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