{"id":8070,"date":"2026-06-24T09:23:28","date_gmt":"2026-06-24T01:23:28","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/?p=8070"},"modified":"2026-06-24T09:23:29","modified_gmt":"2026-06-24T01:23:29","slug":"%e5%9b%bd%e4%ba%a7-npu-%e8%a7%84%e6%a8%a1%e5%8c%96%e7%a7%9f%e8%b5%81%e5%8d%a1%e7%82%b9%ef%bc%9a%e7%94%9f%e6%80%81%e9%80%82%e9%85%8d%e6%88%90%e6%9c%ac%e3%80%81%e5%88%86%e5%b8%83%e5%bc%8f%e9%80%9a","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/8070","title":{"rendered":"\u56fd\u4ea7 NPU \u89c4\u6a21\u5316\u79df\u8d41\u5361\u70b9\uff1a\u751f\u6001\u9002\u914d\u6210\u672c\u3001\u5206\u5e03\u5f0f\u901a\u4fe1\u635f\u8017\u91cf\u5316\u62c6\u89e3"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u4ea7\u4e1a\u80cc\u666f\uff1a\u56fd\u4ea7\u7b97\u529b\u786c\u4ef6\u89c4\u6a21\u5316\u843d\u5730\uff0c\u8f6f\u4ef6\u4e0e\u7ec4\u7f51\u914d\u5957\u5f62\u6210\u660e\u663e\u77ed\u677f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2026 \u5e74 Q2 \u56fd\u5185\u7b97\u529b\u79df\u8d41\u884c\u4e1a\u76d1\u6d4b\u6570\u636e\u663e\u793a\uff0c\u56fd\u4ea7\u6607\u817e\u3001\u5bd2\u6b66\u7eaa\u3001\u6d77\u5149 NPU \u79df\u8d41\u8282\u70b9\u4e0a\u67b6\u89c4\u6a21\u540c\u6bd4\u589e\u957f 92%\uff0c\u63a8\u7406\u573a\u666f\u786c\u4ef6\u79df\u8d41\u5355\u4ef7\u8f83\u82f1\u4f1f\u8fbe GPU \u4f4e 35%-50%\uff0c\u4fe1\u521b\u3001\u57fa\u5c42\u5236\u9020\u3001\u533b\u7597\u573a\u666f\u91c7\u8d2d\u9700\u6c42\u6301\u7eed\u4e0a\u6da8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u786c\u4ef6\u6307\u6807\u5c42\u9762\uff0c\u4e3b\u6d41\u56fd\u4ea7\u52a0\u901f\u5361 FP16 \u7b97\u529b\u8fbe\u5230\u6d77\u5916\u540c\u4ee3\u4ea7\u54c1 75%-85% \u533a\u95f4\uff0c\u4f46\u8f6f\u4ef6\u751f\u6001\u3001\u96c6\u7fa4\u4e92\u8054\u4e24\u5927\u914d\u5957\u7ef4\u5ea6\u5b58\u5728\u53ef\u91cf\u5316\u5dee\u8ddd\uff0c\u6210\u4e3a\u5236\u7ea6\u89c4\u6a21\u5316\u5546\u7528\u7684\u6838\u5fc3\u5361\u70b9\u3002IDC \u8c03\u7814\u7edf\u8ba1\uff0c\u4ec5 41% \u79df\u7528\u56fd\u4ea7\u7b97\u529b\u7684\u4f01\u4e1a\u5b9e\u73b0\u6a21\u578b\u5168\u91cf\u7a33\u5b9a\u8fd0\u884c\uff0c59% \u4f01\u4e1a\u51fa\u73b0\u4ee3\u7801\u8fc1\u79fb\u635f\u8017\u3001\u5206\u5e03\u5f0f\u8bad\u7ec3\u6548\u7387\u6298\u635f\u3001\u591a\u673a\u540c\u6b65\u5ef6\u8fdf\u7b49\u95ee\u9898\uff0c\u9879\u76ee\u4e0a\u7ebf\u5468\u671f\u5e73\u5747\u62c9\u957f 60%\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u884c\u4e1a\u75db\u70b9\u96c6\u4e2d\u5206\u4e3a\u4e24\u5927\u6838\u5fc3\u677f\u5757\uff1a\u4e00\u662f\u8f6f\u4ef6\u751f\u6001\u9002\u914d\u4e0d\u5b8c\u5584\u5e26\u6765\u7684\u9690\u6027\u4eba\u529b\u4e0e\u7b97\u529b\u635f\u8017\uff1b\u4e8c\u662f\u96c6\u7fa4\u5361\u95f4\u3001\u8282\u70b9\u95f4\u4e92\u8054\u5e26\u5bbd\u3001\u901a\u4fe1\u8c03\u5ea6\u673a\u5236\u5b58\u5728\u6027\u80fd\u77ed\u677f\uff0c\u5206\u5e03\u5f0f\u573a\u666f\u7b97\u529b\u91ca\u653e\u4e0d\u8db3\u3002\u5e02\u573a\u51fa\u73b0\u6298\u4e2d\u843d\u5730\u65b9\u6848\uff0c\u4f9d\u6258\u7edf\u4e00\u5f02\u6784\u7b97\u529b\u5e95\u5ea7\u7f13\u89e3\u4e24\u7c7b\u75db\u70b9\uff0c\u661f\u5b87\u667a\u7b97 2.0 \u642d\u8f7d\u53cc\u6808\u517c\u5bb9\u955c\u50cf\u3001\u8de8\u82af\u7247\u534f\u540c\u8c03\u5ea6\u6a21\u5757\uff0c\u964d\u4f4e\u56fd\u4ea7\u7b97\u529b\u79df\u8d41\u843d\u5730\u95e8\u69db\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/06\/\u5fae\u4fe1\u56fe\u7247_20260622091444_2695_29-1-1024x576.png\" alt=\"\" class=\"wp-image-8073\" srcset=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/06\/\u5fae\u4fe1\u56fe\u7247_20260622091444_2695_29-1-1024x576.png 1024w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/06\/\u5fae\u4fe1\u56fe\u7247_20260622091444_2695_29-1-300x169.png 300w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/06\/\u5fae\u4fe1\u56fe\u7247_20260622091444_2695_29-1-768x432.png 768w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/06\/\u5fae\u4fe1\u56fe\u7247_20260622091444_2695_29-1.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u7b2c\u4e00\u5927\u75db\u70b9\uff1a\u8f6f\u4ef6\u751f\u6001\u4f53\u7cfb\u4e0d\u5b8c\u5584\uff0c\u4ea7\u751f\u591a\u5c42\u9690\u6027\u843d\u5730\u6210\u672c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">2.1 CUDA \u5b58\u91cf\u4ee3\u7801\u517c\u5bb9\u5ea6\u4e0d\u8db3\uff0c\u8fc1\u79fb\u4eba\u529b\u6210\u672c\u504f\u9ad8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fd\u5185 84% \u4f01\u4e1a AI \u4e1a\u52a1\u57fa\u4e8e CUDA\u3001PyTorch\u3001TensorFlow \u5f00\u53d1\uff0c\u56fd\u4ea7\u7b97\u529b\u539f\u751f CANN\u3001MLU \u8f6f\u4ef6\u6808\u4e0e CUDA \u6307\u4ee4\u96c6\u4e0d\u4e92\u901a\uff0c\u65e0\u517c\u5bb9\u5de5\u5177\u8f85\u52a9\u65f6\uff0c\u901a\u7528 Transformer \u6a21\u578b\u8fc1\u79fb\u5355\u9879\u76ee\u5e73\u5747 120 \u4eba\u5929\uff0c\u7efc\u5408\u4eba\u529b\u6210\u672c\u4e0a\u6d6e 62%\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u52a8\u7b97\u5b50\u8f6c\u6362\u5de5\u5177\u901a\u7528\u7b97\u5b50\u8986\u76d6\u7387 90%\uff0c\u81ea\u5b9a\u4e49 CUDA \u5185\u6838\u3001\u5e95\u5c42\u77e9\u9635\u8fd0\u7b97\u7b97\u5b50\u4ecd\u9700\u4eba\u5de5\u91cd\u5199\uff1b\u8c03\u8bd5\u5de5\u5177\u94fe\u6210\u719f\u5ea6\u5b58\u5728\u5dee\u8ddd\uff0c\u56fd\u4ea7\u8c03\u8bd5\u5e73\u53f0\u9519\u8bef\u5b9a\u4f4d\u6548\u7387\u8f83 Nsight \u4f4e 40%\uff0c\u6545\u969c\u6392\u67e5\u5de5\u65f6\u589e\u52a0 30%\u3002\u4e2d\u5c0f\u578b\u5546\u6237\u65e0\u4e13\u804c\u7b97\u6cd5\u56e2\u961f\uff0c\u65e0\u6cd5\u72ec\u7acb\u5b8c\u6210\u9002\u914d\u6539\u9020\uff0c\u76f4\u63a5\u653e\u5f03\u7eaf\u56fd\u4ea7\u7b97\u529b\u79df\u8d41\u65b9\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.2 \u7b97\u5b50\u5e93\u3001\u5f00\u6e90\u6a21\u578b\u9002\u914d\u8986\u76d6\u4e0d\u8db3\uff0c\u7b97\u529b\u7a7a\u8017\u5360\u6bd4\u63d0\u5347<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">CUDA \u914d\u5957 cuBLAS\u3001cuDNN \u62e5\u6709\u5341\u4e07\u7ea7\u6210\u719f\u4f18\u5316\u7b97\u5b50\uff0c\u56fd\u4ea7\u7b97\u5b50\u5e93\u603b\u91cf\u4ec5\u4e3a\u5176 15%-20%\uff1bHugging Face \u5f00\u6e90\u5927\u6a21\u578b\u539f\u751f\u9002\u914d\u56fd\u4ea7 NPU \u6bd4\u4f8b\u4e0d\u8db3 35%\uff0c\u5927\u91cf\u884c\u4e1a\u5782\u76f4\u6a21\u578b\u7f3a\u5c11\u5b98\u65b9\u9002\u914d\u5305\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f01\u4e1a\u8fd0\u884c\u672a\u6df1\u5ea6\u9002\u914d\u7684\u6a21\u578b\u65f6\uff0cAI Core \u5229\u7528\u7387\u964d\u81f3 40% \u4ee5\u4e0b\uff0c\u540c\u7b49\u4efb\u52a1\u7b97\u529b\u6d88\u8017\u589e\u52a0 38%-45%\uff0c\u786c\u4ef6\u4f4e\u4ef7\u5e26\u6765\u7684\u6210\u672c\u4f18\u52bf\u88ab\u7b97\u529b\u7a7a\u8017\u62b5\u6d88\u3002\u901a\u7528\u591a\u6a21\u6001\u3001MoE \u7a00\u758f\u6a21\u578b\u9002\u914d\u8fdb\u5ea6\u6ede\u540e\uff0c\u4ec5\u57fa\u7840 NLP\u3001\u8f7b\u91cf\u5316\u56fe\u50cf\u6a21\u578b\u5177\u5907\u5b8c\u6574\u4f18\u5316\u65b9\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.3 \u5f00\u53d1\u8005\u793e\u533a\u4eba\u624d\u50a8\u5907\u7f3a\u53e3\uff0c\u957f\u671f\u8c03\u4f18\u8fd0\u7ef4\u80fd\u529b\u7f3a\u5931<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u65f6\u638c\u63e1\u56fd\u4ea7\u82af\u7247\u67b6\u6784\u3001\u5206\u5e03\u5f0f\u901a\u4fe1\u3001\u6a21\u578b\u8c03\u4f18\u7684\u590d\u5408\u578b\u5f00\u53d1\u4eba\u624d\u4f9b\u7ed9\u4e0d\u8db3\uff0c\u9ad8\u6821\u76f8\u5173\u4e13\u4e1a\u8bfe\u7a0b\u8986\u76d6\u6709\u9650\u3002\u5546\u7528\u79df\u8d41\u573a\u666f\u7f3a\u5c11\u6807\u51c6\u5316\u8fd0\u7ef4\u6a21\u677f\uff0c\u9a71\u52a8\u3001\u6846\u67b6\u7248\u672c\u9501\u6b7b\uff0c\u65b0\u7248\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u9002\u914d\u5468\u671f\u666e\u904d 30 \u5929\u4ee5\u4e0a\uff1b\u793e\u533a\u5f00\u6e90\u6848\u4f8b\u3001\u9ad8\u9636\u8c03\u4f18\u6587\u6863\u5b58\u91cf\u504f\u5c11\uff0c\u4f01\u4e1a\u9047\u5230\u901a\u4fe1\u3001\u5185\u5b58\u62a5\u9519\u7f3a\u5c11\u6210\u719f\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u7b2c\u4e8c\u5927\u75db\u70b9\uff1a\u96c6\u7fa4\u4e92\u8054\u67b6\u6784\u5b58\u5728\u77ed\u677f\uff0c\u5206\u5e03\u5f0f\u573a\u666f\u6548\u7387\u6298\u635f\u53ef\u91cf\u5316<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">3.1 \u5361\u95f4\u76f4\u8fde\u5e26\u5bbd\u4f4e\u4e8e\u6d77\u5916\u540c\u4ee3\u4ea7\u54c1\uff0c\u68af\u5ea6\u540c\u6b65\u4ea7\u751f\u963b\u585e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6607\u817e HCCS \u5361\u95f4\u4e92\u8054\u5e26\u5bbd 100GB\/s\uff0c\u82f1\u4f1f\u8fbe NVLink \u5355\u5361\u5e26\u5bbd\u53ef\u8fbe 900GB\/s \u533a\u95f4\uff0c\u5927\u89c4\u6a21 AllReduce \u68af\u5ea6\u540c\u6b65\u9636\u6bb5\uff0c\u901a\u4fe1\u8017\u65f6\u8d85\u8fc7\u6a21\u578b\u8ba1\u7b97\u8017\u65f6\uff0cAI Core \u51fa\u73b0\u957f\u65f6\u95f4\u7a7a\u95f2\u7b49\u5f85\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">8 \u5361 \u00d716 \u8282\u70b9\u56fd\u4ea7\u96c6\u7fa4\u8bad\u7ec3 70B \u53c2\u6570\u6a21\u578b\u65f6\uff0c\u68af\u5ea6\u540c\u6b65\u957f\u5c3e\u5ef6\u8fdf\u533a\u95f4 18ms \u81f3 90ms\uff0c25% \u6279\u6b21\u5b58\u5728\u540c\u6b65\u963b\u585e\uff0c\u96c6\u7fa4\u6574\u4f53\u7b97\u529b\u5229\u7528\u7387\u4e0b\u964d 28%\u3002\u5355\u4e00\u73af\u5f62\u901a\u4fe1\u62d3\u6251\u4e3a\u9ed8\u8ba4\u914d\u7f6e\uff0c\u5927\u6a21\u578b\u573a\u666f\u65e0\u6cd5\u81ea\u52a8\u5207\u6362\u6811\u5f62\u3001Mesh \u62d3\u6251\uff0c\u5e26\u5bbd\u8d44\u6e90\u65e0\u6cd5\u5145\u5206\u5229\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.2 \u8de8\u8282\u70b9 RoCE \u7f51\u7edc\u5e26\u5bbd\u5229\u7528\u7387\u504f\u4f4e\uff0c\u8de8\u57df\u8c03\u5ea6\u635f\u8017\u660e\u663e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fd\u4ea7\u96c6\u7fa4\u6807\u914d 200G RoCE \u7ec4\u7f51\uff0c\u5b9e\u9645\u901a\u4fe1\u5e26\u5bbd\u5229\u7528\u7387\u4ec5 45%\uff0c\u591a\u673a\u591a\u5361\u4e09\u7ef4\u5e76\u884c\u8bad\u7ec3\u573a\u666f\u94fe\u8def\u51fa\u73b0\u70ed\u70b9\u62e5\u585e\uff0c\u5355\u8f6e\u8fed\u4ee3 35% \u65f6\u957f\u6d88\u8017\u4e8e\u6570\u636e\u540c\u6b65\u4f20\u8f93\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8de8\u57ce\u5e02\u7b97\u529b\u8c03\u5ea6\u573a\u666f\u77ed\u677f\u8fdb\u4e00\u6b65\u653e\u5927\uff0c300 \u516c\u91cc\u8de8\u8282\u70b9\u5206\u5e03\u5f0f\u8bad\u7ec3\u5b58\u5728 1.2ms \u57fa\u7840\u5ef6\u8fdf\uff0c\u68af\u5ea6\u538b\u7f29\u4ec5\u80fd\u5c06\u635f\u8017\u63a7\u5236\u5728 18% \u4ee5\u5185\uff1b\u6d77\u5916\u9ad8\u7aef\u96c6\u7fa4\u4f9d\u6258 IB \u9ad8\u901f\u4e92\u8054\uff0c\u8de8\u8282\u70b9\u7b97\u529b\u635f\u8017\u53ef\u538b\u7f29\u81f3 2% \u4ee5\u5185\u3002\u5168\u56fd\u7b97\u529b\u7f51\u4e00\u4f53\u5316\u8c03\u5ea6\u673a\u5236\u5c1a\u672a\u5b8c\u5168\u6253\u901a\uff0c\u4e09\u56db\u7ebf\u57ce\u5e02\u56fd\u4ea7\u7b97\u529b\u673a\u67dc\u51fa\u79df\u7387\u4ec5 10%-22%\uff0c\u4f9b\u9700\u9519\u914d\u52a0\u5267\u8d44\u6e90\u6d6a\u8d39\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.3 \u591a\u82af\u7247\u5f02\u6784\u96c6\u7fa4\u534f\u540c\u8c03\u5ea6\u673a\u5236\u4e0d\u5b8c\u5584<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5355\u72ec\u79df\u7528\u7eaf\u56fd\u4ea7\u7b97\u529b\u96c6\u7fa4\u65e0\u6cd5\u4e0e\u82f1\u4f1f\u8fbe\u8282\u70b9\u539f\u751f\u6df7\u8bad\uff0c\u4e24\u5957\u901a\u4fe1\u5e93 HCCL \u4e0e NCCL \u65e0\u7edf\u4e00\u9002\u914d\u5c42\uff0c\u6df7\u5408\u5e76\u884c\u8bad\u7ec3\u9700\u8981\u989d\u5916\u642d\u5efa\u4e2d\u8f6c\u8c03\u5ea6\u7a0b\u5e8f\uff0c\u5f00\u53d1\u5de5\u65f6\u589e\u52a0 40%\u3002\u65e0\u7edf\u4e00\u8d1f\u8f7d\u5747\u8861\u5e73\u53f0\u65f6\uff0c\u56fd\u4ea7 NPU \u4e0e GPU \u8d1f\u8f7d\u79bb\u6563\u5ea6\u504f\u9ad8\uff0c\u5355\u7c7b\u786c\u4ef6\u957f\u671f\u95f2\u7f6e\uff0c\u96c6\u7fa4\u7efc\u5408\u51fa\u79df\u7387\u4e0d\u8db3 40%\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u75db\u70b9\u5e26\u6765\u7684\u7efc\u5408\u884c\u4e1a\u635f\u5931\u6570\u636e<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4eba\u529b\u635f\u8017\uff1a\u7eaf\u56fd\u4ea7\u7b97\u529b\u65e0\u517c\u5bb9\u5e95\u5ea7\u573a\u666f\uff0c\u5355\u4e2d\u578b AI \u9879\u76ee\u8fc1\u79fb\u3001\u8c03\u4f18\u7efc\u5408\u4eba\u529b\u652f\u51fa\u5747\u503c 18.6 \u4e07\u5143\uff0c\u8f83\u6df7\u5408\u5f02\u6784\u65b9\u6848\u9ad8\u51fa 13.1 \u4e07\u5143\u3002<\/li>\n\n\n\n<li>\u7b97\u529b\u635f\u8017\uff1a\u5206\u5e03\u5f0f\u5927\u6a21\u578b\u8bad\u7ec3\u573a\u666f\uff0c\u56fd\u4ea7\u96c6\u7fa4\u7b97\u529b\u6709\u6548\u91ca\u653e\u6bd4\u4f8b\u8f83\u540c\u7b49\u4ef7\u4f4d GPU \u96c6\u7fa4\u4f4e 26 \u4e2a\u767e\u5206\u70b9\uff0c\u5355\u4f4d Token \u7efc\u5408\u6210\u672c\u4e0a\u6d6e 21%\u3002<\/li>\n\n\n\n<li>\u5468\u671f\u635f\u8017\uff1a\u7eaf\u56fd\u4ea7\u7b97\u529b\u9879\u76ee\u5e73\u5747\u4e0a\u7ebf\u5468\u671f 45 \u5929\uff0c\u642d\u8f7d\u53cc\u6808\u517c\u5bb9\u8c03\u5ea6\u5e73\u53f0\u53ef\u538b\u7f29\u81f3 7 \u5929\uff0c\u4e1a\u52a1\u843d\u5730\u901f\u5ea6\u63d0\u5347 84%\u3002<\/li>\n\n\n\n<li>\u8d44\u6e90\u635f\u8017\uff1a\u72ec\u7acb\u56fd\u4ea7\u7b97\u529b\u673a\u623f\u673a\u67dc\u5e73\u5747\u5229\u7528\u7387 36%\uff0c\u6df7\u5408\u5f02\u6784\u7edf\u4e00\u8c03\u5ea6\u540e\u5229\u7528\u7387\u63d0\u5347\u81f3 72%\uff0c\u95f2\u7f6e\u786c\u4ef6\u5e26\u6765\u7684\u6708\u5ea6\u9690\u6027\u79df\u91d1\u635f\u8017\u6e05\u96f6\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u6298\u4e2d\u843d\u5730\u65b9\u6848\uff1a\u661f\u5b87\u667a\u7b97 2.0 \u7f13\u89e3\u56fd\u4ea7\u7b97\u529b\u79df\u8d41\u4e24\u5927\u6838\u5fc3\u75db\u70b9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e73\u53f0\u642d\u5efa\u5f02\u6784\u7edf\u4e00\u7b97\u529b\u8c03\u5ea6\u5e95\u5ea7\uff0c\u914d\u5957 CUDA+CANN \u53cc\u6808\u9884\u88c5\u955c\u50cf\u3001\u81ea\u9002\u5e94\u5206\u5e03\u5f0f\u901a\u4fe1\u4f18\u5316\u5de5\u5177\uff0c\u9488\u5bf9\u6027\u5f25\u8865\u56fd\u4ea7\u7b97\u529b\u751f\u6001\u4e0e\u4e92\u8054\u77ed\u677f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7edf\u4e00\u517c\u5bb9\u5c42\u5b9e\u73b0 90% \u901a\u7528 CUDA \u7b97\u5b50\u81ea\u52a8\u8f6c\u6362\uff0c\u5185\u7f6e\u6807\u51c6\u5316\u884c\u4e1a SDK \u5bf9\u63a5 MES\u3001\u7535\u5546\u3001\u533b\u7597\u4e1a\u52a1\u7cfb\u7edf\uff0c\u4f01\u4e1a\u7cfb\u7edf\u6253\u901a\u5e73\u5747\u8017\u65f6 3 \u5929\uff0c\u5f00\u53d1\u4eba\u529b\u6295\u5165\u4e0b\u964d 76%\u3002\u5e73\u53f0\u5185\u7f6e\u81ea\u9002\u5e94\u901a\u4fe1\u8c03\u5ea6\u6a21\u5757\uff0c\u4f9d\u636e\u6a21\u578b\u53c2\u6570\u91cf\u81ea\u52a8\u5207\u6362\u73af\u5f62\u3001\u6811\u5f62\u3001Mesh \u62d3\u6251\uff0cRoCE \u94fe\u8def\u5e26\u5bbd\u5229\u7528\u7387\u7531 45% \u63d0\u5347\u81f3 70%\uff0c\u68af\u5ea6\u540c\u6b65\u957f\u5c3e\u5ef6\u8fdf\u538b\u7f29 60%\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6df7\u5408\u7b97\u529b\u6c60\u540c\u6b65\u7eb3\u7ba1\u56fd\u4ea7 NPU \u4e0e\u901a\u7528 GPU \u8282\u70b9\uff0c\u667a\u80fd\u8d1f\u8f7d\u8def\u7531\u81ea\u52a8\u5206\u6d41\u8f7b\u91cf\u5316\u63a8\u7406\u81f3\u56fd\u4ea7\u786c\u4ef6\u3001\u5927\u6a21\u578b\u8bad\u7ec3\u5206\u914d GPU\uff0c\u5b9e\u73b0\u6df7\u8bad\u65e0\u989d\u5916\u5f00\u53d1\u6210\u672c\uff1b\u5206\u65f6\u5f39\u6027\u8ba1\u8d39\u9002\u914d\u6f6e\u6c50\u6d41\u91cf\uff0c\u56fd\u4ea7\u5207\u7247\u7b97\u529b\u767e\u5143\u8d77\u5145\u65e0\u6708\u5ea6\u4fdd\u5e95\uff0c\u5145\u5206\u53d1\u6325\u786c\u4ef6\u79df\u8d41\u5355\u4ef7\u4f18\u52bf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8702\u7a9d\u5f0f\u5206\u5c42\u6570\u636e\u9694\u79bb\u67b6\u6784\u6ee1\u8db3\u4fe1\u521b\u3001\u533b\u7597\u5408\u89c4\u8981\u6c42\uff0c\u8f7b\u91cf\u5316 RAG \u5de5\u5177 48 \u5c0f\u65f6\u5b8c\u6210\u884c\u4e1a\u77e5\u8bc6\u5e93\u9002\u914d\uff1b\u5168\u96c6\u7fa4\u6db2\u51b7\u6563\u70ed\u7a33\u5b9a\u786c\u4ef6\u8fd0\u884c\u6e29\u5ea6\uff0c\u7f13\u89e3\u9ad8\u5e76\u53d1\u901a\u4fe1\u573a\u666f\u964d\u9891\u5361\u987f\u95ee\u9898\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u6d4b\u6570\u636e\u663e\u793a\uff0c\u63a5\u5165\u5e73\u53f0\u91c7\u7528\u6df7\u5408\u5f02\u6784\u79df\u8d41\u65b9\u6848\u7684\u4f01\u4e1a\uff0c69% \u4e0d\u518d\u5355\u72ec\u79df\u7528\u7eaf\u56fd\u4ea7\u88f8\u673a\u96c6\u7fa4\uff0c\u56fd\u4ea7\u7b97\u529b\u7efc\u5408\u4f7f\u7528\u6210\u672c\u8f83\u72ec\u7acb\u79df\u8d41\u964d\u4f4e 41%\uff0c\u5e73\u5747 7 \u4e2a\u6708\u6536\u56de\u7b97\u529b\u6539\u9020\u6295\u5165\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u4e09\u7c7b\u5206\u9636\u6bb5\u843d\u5730\u6a21\u5f0f\uff0c\u5e73\u8861\u56fd\u4ea7\u7b97\u529b\u6027\u4ef7\u6bd4\u4e0e\u843d\u5730\u75db\u70b9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u8f7b\u91cf\u5316\u63a8\u7406\u4f18\u5148\u6a21\u5f0f\uff08\u4e2d\u5c0f\u5546\u6237\u3001\u57fa\u5c42\u533b\u7597\u673a\u6784\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ec5\u5c06 7B \u53ca\u4ee5\u4e0b\u4e2d\u5c0f\u6a21\u578b\u63a8\u7406\u4efb\u52a1\u90e8\u7f72\u56fd\u4ea7 NPU\uff0c\u5927\u6a21\u578b\u8bad\u7ec3\u3001\u590d\u6742\u591a\u6a21\u6001\u751f\u6210\u6309\u9700\u77ed\u65f6\u79df\u7528 GPU\uff0c\u4f9d\u6258\u5e73\u53f0\u517c\u5bb9\u5de5\u5177\u6d88\u9664\u8fc1\u79fb\u6210\u672c\uff0c\u5145\u5206\u5229\u7528\u56fd\u4ea7\u786c\u4ef6\u4f4e\u4ef7\u4f18\u52bf\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6df7\u5408\u5f02\u6784\u6df7\u8bad\u6a21\u5f0f\uff08\u5236\u9020\u3001AI \u7814\u53d1\u4f01\u4e1a\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fd\u4ea7\u8282\u70b9\u627f\u8f7d\u6570\u636e\u9884\u5904\u7406\u3001\u6279\u91cf\u6807\u6ce8\u3001\u79bb\u7ebf\u63a8\u7406\uff0c\u9ad8\u7aef GPU \u8d1f\u8d23\u5206\u5e03\u5f0f\u5927\u6a21\u578b\u8bad\u7ec3\uff0c\u7edf\u4e00\u8c03\u5ea6\u5e73\u53f0\u6253\u901a\u4e24\u7c7b\u786c\u4ef6\u901a\u4fe1\u94fe\u8def\uff0c\u89c4\u907f\u5355\u72ec\u56fd\u4ea7\u96c6\u7fa4\u4e92\u8054\u6548\u7387\u77ed\u677f\u3002<\/p>\n\n\n\n<h3 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