{"id":94665,"date":"2026-08-14T23:33:15","date_gmt":"2026-08-14T15:33:15","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/94665.html"},"modified":"2026-08-14T23:33:15","modified_gmt":"2026-08-14T15:33:15","slug":"hcia-al-solution-%e5%8d%8e%e4%b8%ba%e8%ae%a4%e8%af%81-7%e3%80%81%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%ae%ad%e7%bb%83%e8%a7%a3%e5%86%b3%e6%96%b9%e6%a1%88","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/94665.html","title":{"rendered":"HCIA - Al Solution \u534e\u4e3a\u8ba4\u8bc1\u2014\u2014 7\u3001\u5927\u6a21\u578b\u8bad\u7ec3\u89e3\u51b3\u65b9\u6848"},"content":{"rendered":"<p id=\"main-toc\">\u76ee\u5f55<\/p>\n<p id=\"%E4%B8%80%E3%80%81%E5%A4%A7%E6%A8%A1%E5%9E%8B%E8%AE%AD%E7%BB%83%E5%9F%BA%E7%A1%80%E7%89%B9%E6%80%A7-toc\" style=\"margin-left:120px\">\u4e00\u3001\u5927\u6a21\u578b\u8bad\u7ec3\u57fa\u7840\u7279\u6027<\/p>\n<p id=\"1.%20%E8%AE%A1%E7%AE%97%E6%95%88%E7%8E%87%E7%93%B6%E9%A2%88-toc\" style=\"margin-left:160px\">1. \u8ba1\u7b97\u6548\u7387\u74f6\u9888<\/p>\n<p id=\"%E4%BA%8C%E3%80%81%E6%98%87%E8%85%BE%E5%A4%A7%E6%A8%A1%E5%9E%8B%E8%AE%AD%E7%BB%83%E8%A7%A3%E5%86%B3%E6%96%B9%E6%A1%88-toc\" style=\"margin-left:120px\">\u4e8c\u3001\u6607\u817e\u5927\u6a21\u578b\u8bad\u7ec3\u89e3\u51b3\u65b9\u6848<\/p>\n<p id=\"1.%20CANN%E4%BB%8B%E7%BB%8D-toc\" style=\"margin-left:160px\">1. CANN\u4ecb\u7ecd<\/p>\n<p id=\"1%EF%BC%89CANN%E5%AE%9A%E4%B9%89-toc\" style=\"margin-left:200px\">1\uff09CANN\u5b9a\u4e49<\/p>\n<p id=\"2%EF%BC%89AI%E5%BC%80%E5%8F%91%E9%98%BB%E7%A2%8D-toc\" style=\"margin-left:200px\">2\uff09AI\u5f00\u53d1\u963b\u788d<\/p>\n<p id=\"3%EF%BC%89AI%E5%8F%91%E5%B1%95%E8%B6%8B%E5%8A%BF-toc\" style=\"margin-left:200px\">3\uff09AI\u53d1\u5c55\u8d8b\u52bf<\/p>\n<p id=\"4%EF%BC%89%E6%98%87%E8%85%BEAI%E5%9F%BA%E7%A1%80%E8%BD%AF%E7%A1%AC%E4%BB%B6%E5%B9%B3%E5%8F%B0-toc\" style=\"margin-left:200px\">4\uff09\u6607\u817eAI\u57fa\u7840\u8f6f\u786c\u4ef6\u5e73\u53f0<\/p>\n<p id=\"5%EF%BC%89CANN%E7%9B%AE%E6%A0%87-toc\" style=\"margin-left:200px\">5\uff09CANN\u76ee\u6807<\/p>\n<p id=\"6%EF%BC%89CANN%E9%BB%91%E7%A7%91%E6%8A%80-toc\" style=\"margin-left:200px\">6\uff09CANN\u9ed1\u79d1\u6280<\/p>\n<p id=\"7%EF%BC%89CANN%E7%BC%96%E7%A8%8B%E6%8E%A5%E5%8F%A3-toc\" style=\"margin-left:200px\">7\uff09CANN\u7f16\u7a0b\u63a5\u53e3<\/p>\n<p id=\"8%EF%BC%89CANN%E4%BA%94%E5%B1%82%E6%9E%B6%E6%9E%84-toc\" style=\"margin-left:200px\">8\uff09CANN\u4e94\u5c42\u67b6\u6784<\/p>\n<p id=\"9%EF%BC%89%E6%98%87%E8%85%BE%E7%A4%BE%E5%8C%BA-toc\" style=\"margin-left:200px\">9\uff09\u6607\u817e\u793e\u533a<\/p>\n<p id=\"10%EF%BC%89CANN%E6%80%BB%E4%BD%93%E6%9E%B6%E6%9E%84-toc\" style=\"margin-left:200px\">10\uff09CANN\u603b\u4f53\u67b6\u6784<\/p>\n<p id=\"2.%20HCCL%E9%9B%86%E5%90%88%E9%80%9A%E4%BF%A1%E5%BA%93-toc\" style=\"margin-left:160px\">2. HCCL\u96c6\u5408\u901a\u4fe1\u5e93<\/p>\n<p id=\"1%EF%BC%89HCCL%E5%AE%9A%E4%B9%89-toc\" style=\"margin-left:200px\">1\uff09HCCL\u5b9a\u4e49<\/p>\n<p id=\"2%EF%BC%89HCCL%E4%BD%9C%E7%94%A8-toc\" style=\"margin-left:200px\">2\uff09HCCL\u4f5c\u7528<\/p>\n<p id=\"3.%20Ascend%20C%E7%AE%97%E5%AD%90%E7%BC%96%E7%A8%8B%E8%AF%AD%E8%A8%80-toc\" style=\"margin-left:160px\">3. Ascend C\u7b97\u5b50\u7f16\u7a0b\u8bed\u8a00<\/p>\n<p id=\"1%EF%BC%89Ascend%20C%E5%AE%9A%E4%B9%89-toc\" style=\"margin-left:200px\">1\uff09Ascend C\u5b9a\u4e49<\/p>\n<p id=\"2%EF%BC%89Ascend%20C%E4%BC%98%E5%8A%BF-toc\" style=\"margin-left:200px\">2\uff09Ascend C\u4f18\u52bf<\/p>\n<p id=\"4.%20AOL%E7%AE%97%E5%AD%90%E5%8A%A0%E9%80%9F%E5%BA%93-toc\" style=\"margin-left:160px\">4. AOL\u7b97\u5b50\u52a0\u901f\u5e93<\/p>\n<p id=\"5.%20CANN%E4%BD%BF%E8%83%BD%E8%83%BD%E5%8A%9B-toc\" style=\"margin-left:160px\">5. CANN\u4f7f\u80fd\u80fd\u529b<\/p>\n<p id=\"6.%20%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%88%86%E5%B8%83%E5%BC%8F%E8%AE%AD%E7%BB%83%E4%B8%89%E5%A4%A7%E8%83%BD%E5%8A%9B-toc\" style=\"margin-left:160px\">6. \u5927\u6a21\u578b\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e09\u5927\u80fd\u529b<\/p>\n<p id=\"1%EF%BC%89%E5%8F%AF%E9%83%A8%E7%BD%B2-toc\" style=\"margin-left:200px\">1\uff09\u53ef\u90e8\u7f72<\/p>\n<p id=\"2%EF%BC%89%E9%80%9A%E4%BF%A1%E5%BF%AB-toc\" style=\"margin-left:200px\">2\uff09\u901a\u4fe1\u5feb<\/p>\n<p id=\"3%EF%BC%89%E7%AE%97%E5%BE%97%E5%BF%AB-toc\" style=\"margin-left:200px\">3\uff09\u7b97\u5f97\u5feb<\/p>\n<p id=\"7.%20CANN%E6%94%AF%E6%8C%81%E5%B9%B6%E8%A1%8C%E7%AD%96%E7%95%A5-toc\" style=\"margin-left:160px\">7. CANN\u652f\u6301\u5e76\u884c\u7b56\u7565<\/p>\n<p id=\"1%EF%BC%89%E9%80%9A%E7%94%A8%E5%B9%B6%E8%A1%8C%E7%AD%96%E7%95%A5-toc\" style=\"margin-left:200px\">1\uff09\u901a\u7528\u5e76\u884c\u7b56\u7565<\/p>\n<p id=\"2%EF%BC%89%E9%87%8D%E8%AE%A1%E7%AE%97-toc\" style=\"margin-left:200px\">2\uff09\u91cd\u8ba1\u7b97<\/p>\n<p id=\"8.%20MindStudio%E5%BC%80%E5%8F%91%E5%B7%A5%E5%85%B7-toc\" style=\"margin-left:160px\">8. MindStudio\u5f00\u53d1\u5de5\u5177<\/p>\n<p id=\"1%EF%BC%89MindStudio%E4%BB%8B%E7%BB%8D-toc\" style=\"margin-left:200px\">1\uff09MindStudio\u4ecb\u7ecd<\/p>\n<p id=\"2%EF%BC%89MindStudio%E5%8A%9F%E8%83%BD-toc\" style=\"margin-left:200px\">2\uff09MindStudio\u529f\u80fd<\/p>\n<p id=\"3%EF%BC%89%E5%85%B3%E9%94%AE%E7%89%B9%E6%80%A7-toc\" style=\"margin-left:200px\">3\uff09\u5173\u952e\u7279\u6027<\/p>\n<p id=\"4%EF%BC%89%E5%8A%9F%E8%83%BD%E5%85%A8%E8%A7%88-toc\" style=\"margin-left:200px\">4\uff09\u529f\u80fd\u5168\u89c8<\/p>\n<p id=\"5%EF%BC%89%E5%B7%A5%E7%A8%8B%E7%AE%A1%E7%90%86-toc\" style=\"margin-left:200px\">5\uff09\u5de5\u7a0b\u7ba1\u7406<\/p>\n<p id=\"6%EF%BC%89%E6%8E%A8%E7%90%86%E4%B8%80%E4%BD%93%E5%8C%96%E5%B7%A5%E5%85%B7-toc\" style=\"margin-left:200px\">6\uff09\u63a8\u7406\u4e00\u4f53\u5316\u5de5\u5177<\/p>\n<p id=\"7%EF%BC%89%E6%A8%A1%E5%9E%8B%E8%AE%AD%E7%BB%83-toc\" style=\"margin-left:200px\">7\uff09\u6a21\u578b\u8bad\u7ec3<\/p>\n<p id=\"8%EF%BC%89%E6%A8%A1%E5%9E%8B%E8%BD%AC%E6%8D%A2%E5%92%8C%E8%B0%83%E4%BC%98-toc\" style=\"margin-left:200px\">8\uff09\u6a21\u578b\u8f6c\u6362\u548c\u8c03\u4f18<\/p>\n<p id=\"9%EF%BC%89%E6%94%AF%E6%8C%81%E6%A1%86%E6%9E%B6%E7%B1%BB%E5%9E%8B-toc\" style=\"margin-left:200px\">9\uff09\u652f\u6301\u6846\u67b6\u7c7b\u578b<\/p>\n<p id=\"9.%20AI%E5%BA%94%E7%94%A8%E4%BD%BF%E8%83%BD%E5%A5%97%E4%BB%B6-toc\" style=\"margin-left:160px\">9. AI\u5e94\u7528\u4f7f\u80fd\u5957\u4ef6<\/p>\n<p id=\"1%EF%BC%89%E5%A4%A7%E6%A8%A1%E5%9E%8B%E4%BD%BF%E8%83%BD%E5%A5%97%E4%BB%B6-toc\" style=\"margin-left:200px\">1\uff09\u5927\u6a21\u578b\u4f7f\u80fd\u5957\u4ef6<\/p>\n<p id=\"2%EF%BC%89MindFormers-toc\" style=\"margin-left:200px\">2\uff09MindFormers<\/p>\n<p id=\"3%EF%BC%89ModelZoo-toc\" style=\"margin-left:200px\">3\uff09ModelZoo<\/p>\n<p id=\"4%EF%BC%89Ascend%E5%B7%A5%E5%85%B7%E5%BA%93-toc\" style=\"margin-left:200px\">4\uff09Ascend\u5de5\u5177\u5e93<\/p>\n<p id=\"%E4%B8%89%E3%80%81%E6%98%87%E8%85%BE%E5%A4%A7%E6%A8%A1%E5%9E%8B%E8%AE%AD%E7%BB%83%E8%A7%A3%E5%86%B3%E6%96%B9%E6%A1%88-toc\" style=\"margin-left:120px\">\u4e09\u3001\u6607\u817e\u5927\u6a21\u578b\u8bad\u7ec3\u89e3\u51b3\u65b9\u6848<\/p>\n<p id=\"1.%20ModelShow%E6%A8%A1%E5%9E%8B%E6%95%88%E6%9E%9C%E5%B1%95%E7%A4%BA-toc\" style=\"margin-left:160px\">1. ModelShow\u6a21\u578b\u6548\u679c\u5c55\u793a<\/p>\n<p id=\"2.%20%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%88%86%E5%B8%83%E5%BC%8F%E8%AE%AD%E7%BB%83%E4%B8%89%E5%A4%A7%E6%A0%B8%E5%BF%83%E8%83%BD%E5%8A%9B-toc\" style=\"margin-left:160px\">2. \u5927\u6a21\u578b\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e09\u5927\u6838\u5fc3\u80fd\u529b<\/p>\n<p id=\"3.%20HCCL%E9%9B%86%E5%90%88%E9%80%9A%E4%BF%A1%E5%BA%93-toc\" style=\"margin-left:160px\">3. HCCL\u96c6\u5408\u901a\u4fe1\u5e93<\/p>\n<p id=\"4.%20Ascend%20C%E7%AE%97%E5%AD%90%E7%BC%96%E7%A8%8B%E8%AF%AD%E8%A8%80-toc\" style=\"margin-left:160px\">4. Ascend C\u7b97\u5b50\u7f16\u7a0b\u8bed\u8a00<\/p>\n<p id=\"5.%20%E5%A4%A7%E6%A8%A1%E5%9E%8B%E4%BD%BF%E8%83%BD%E5%A5%97%E4%BB%B6-toc\" style=\"margin-left:160px\">5. \u5927\u6a21\u578b\u4f7f\u80fd\u5957\u4ef6<\/p>\n<p id=\"6.%20%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%BE%AE%E8%B0%83%E7%A7%8D%E7%B1%BB-toc\" style=\"margin-left:160px\">6. \u5927\u6a21\u578b\u5fae\u8c03\u79cd\u7c7b<\/p>\n<p id=\"7.%20%E5%A4%A7%E6%A8%A1%E5%9E%8B%E8%AE%AD%E7%BB%83%E8%AE%A1%E7%AE%97%E8%B5%84%E6%BA%90%E9%9C%80%E6%B1%82-toc\" style=\"margin-left:160px\">7. \u5927\u6a21\u578b\u8bad\u7ec3\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42<\/p>\n<p id=\"%E5%9B%9B%E3%80%81%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%BE%AE%E8%B0%83%E6%96%B9%E6%A1%88-toc\" style=\"margin-left:120px\">\u56db\u3001\u5927\u6a21\u578b\u5fae\u8c03\u65b9\u6848<\/p>\n<p id=\"1.%20%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%BE%AE%E8%B0%83%E6%96%B9%E6%A1%88%E6%A6%82%E8%BF%B0-toc\" style=\"margin-left:160px\">1. \u5927\u6a21\u578b\u5fae\u8c03\u65b9\u6848\u6982\u8ff0<\/p>\n<p id=\"2.%20%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%BE%AE%E8%B0%83%E7%A7%8D%E7%B1%BB-toc\" style=\"margin-left:160px\">2. \u5927\u6a21\u578b\u5fae\u8c03\u79cd\u7c7b<\/p>\n<p id=\"1%EF%BC%89%E5%A2%9E%E9%87%8F%E9%A2%84%E8%AE%AD%E7%BB%83-toc\" style=\"margin-left:200px\">1\uff09\u589e\u91cf\u9884\u8bad\u7ec3<\/p>\n<p id=\"2%EF%BC%89%E6%9C%89%E7%9B%91%E7%9D%A3%E5%BE%AE%E8%B0%83-toc\" style=\"margin-left:200px\">2\uff09\u6709\u76d1\u7763\u5fae\u8c03<\/p>\n<p id=\"3%EF%BC%89RLHF%E5%BC%BA%E5%8C%96%E5%AD%A6%E4%B9%A0%E8%AE%AD%E7%BB%83-toc\" style=\"margin-left:200px\">3\uff09RLHF\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3<\/p>\n<p id=\"3.%20%E6%8C%87%E4%BB%A4%E5%BE%AE%E8%B0%83SFT-toc\" style=\"margin-left:160px\">3. \u6307\u4ee4\u5fae\u8c03SFT<\/p>\n<p id=\"4.%20%E5%AF%B9%E9%BD%90%E5%BE%AE%E8%B0%83RLHF-toc\" style=\"margin-left:160px\">4. \u5bf9\u9f50\u5fae\u8c03RLHF<\/p>\n<p id=\"5.%20%E9%AB%98%E6%95%88%E5%BE%AE%E8%B0%83%E6%8A%80%E6%9C%AF-toc\" style=\"margin-left:160px\">5. \u9ad8\u6548\u5fae\u8c03\u6280\u672f<\/p>\n<p id=\"6.%20%E5%B8%B8%E8%A7%81%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%BE%AE%E8%B0%83%E6%96%B9%E6%B3%95-toc\" style=\"margin-left:160px\">6. \u5e38\u89c1\u5927\u6a21\u578b\u5fae\u8c03\u65b9\u6cd5<\/p>\n<p id=\"1%EF%BC%89%E6%A0%B8%E5%BF%83%E6%80%9D%E6%83%B3%E4%B8%8E%E5%88%86%E7%B1%BB-toc\" style=\"margin-left:200px\">1\uff09\u6838\u5fc3\u601d\u60f3\u4e0e\u5206\u7c7b<\/p>\n<p id=\"2%EF%BC%89Prompt%20Tuning-toc\" style=\"margin-left:200px\">2\uff09Prompt Tuning<\/p>\n<p id=\"3%EF%BC%89P-Tuning-toc\" style=\"margin-left:200px\">3\uff09P-Tuning<\/p>\n<p id=\"4%EF%BC%89Prefix%20Tuning-toc\" style=\"margin-left:200px\">4\uff09Prefix Tuning<\/p>\n<p id=\"5%EF%BC%89LoRA-toc\" style=\"margin-left:200px\">5\uff09LoRA<\/p>\n<p id=\"7.%20%E4%B8%BB%E6%B5%81%E5%BE%AE%E8%B0%83%E6%8A%80%E6%9C%AF%E5%AF%B9%E6%AF%94-toc\" style=\"margin-left:160px\">7. \u4e3b\u6d41\u5fae\u8c03\u6280\u672f\u5bf9\u6bd4<\/p>\n<p id=\"%E4%BA%94%E3%80%81%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%BE%AE%E8%B0%83%E5%BC%80%E6%BA%90%E5%B7%A5%E5%85%B7-toc\" style=\"margin-left:120px\">\u4e94\u3001\u5927\u6a21\u578b\u5fae\u8c03\u5f00\u6e90\u5de5\u5177<\/p>\n<p id=\"1.%20Huggingface%20Transformers-toc\" style=\"margin-left:160px\">1. Huggingface Transformers<\/p>\n<p id=\"2.%20Huggingface%20PEFT-toc\" style=\"margin-left:160px\">2. Huggingface PEFT<\/p>\n<p id=\"3.%20Huggingface%20TRL-toc\" style=\"margin-left:160px\">3. Huggingface TRL<\/p>\n<p id=\"4.%20DeepSpeed-Chat-toc\" style=\"margin-left:160px\">4. DeepSpeed-Chat<\/p>\n<p id=\"5.%20MindPet-toc\" style=\"margin-left:160px\">5. MindPet<\/p>\n<p id=\"%E5%85%AD%E3%80%81%E7%9F%A5%E8%AF%86%E5%B0%8F%E7%BB%93-toc\" style=\"margin-left:120px\">\u516d\u3001\u77e5\u8bc6\u5c0f\u7ed3<\/p>\n<hr id=\"hr-toc\">\n<h5 id=\"%E4%B8%80%E3%80%81%E5%A4%A7%E6%A8%A1%E5%9E%8B%E8%AE%AD%E7%BB%83%E5%9F%BA%E7%A1%80%E7%89%B9%E6%80%A7\">\u4e00\u3001\u5927\u6a21\u578b\u8bad\u7ec3\u57fa\u7840\u7279\u6027<\/h5>\n<p>\ufeff<\/p>\n<p>00:00<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153312-6a7f353817fad.jpg\" width=\"1024\"><\/p>\n<p>\ufeff<\/p>\n<h6 id=\"1.%20%E8%AE%A1%E7%AE%97%E6%95%88%E7%8E%87%E7%93%B6%E9%A2%88\">1. \u8ba1\u7b97\u6548\u7387\u74f6\u9888<\/h6>\n<p>\ufeff<\/p>\n<p>00:11<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li>\u6838\u5fc3\u95ee\u9898: \u8bad\u7ec3\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u901a\u5e38\u9700\u8981\u6570\u5343\u5757\u7b97\u529b\u82af\u7247\u7ec4\u6210\u96c6\u7fa4\uff0c\u8fd9\u4f1a\u5f15\u53d1\u4e00\u7cfb\u5217\u8ba1\u7b97\u6548\u7387\u74f6\u9888\u3002<\/li>\n<li>\u4e3b\u8981\u6311\u6218:\n<ul>\n<li>\u53c2\u6570\u540c\u6b65: \u591a\u82af\u7247\u95f4\u9700\u8981\u9891\u7e41\u540c\u6b65\u6a21\u578b\u53c2\u6570\uff0c\u901a\u4fe1\u5f00\u9500\u5de8\u5927\u3002<\/li>\n<li>\u5e26\u5bbd\u9650\u5236: \u82af\u7247\u95f4\u7684\u6570\u636e\u4f20\u8f93\u5e26\u5bbd\u6709\u9650\uff0c\u6210\u4e3a\u6027\u80fd\u63d0\u5347\u7684\u74f6\u9888\u3002<\/li>\n<li>\u786c\u4ef6\u5f02\u6784\u6027: \u4e0d\u540c\u786c\u4ef6\u5177\u6709\u4e0d\u540c\u7684\u67b6\u6784\u548c\u6027\u80fd\u7279\u6027\uff0c\u96be\u4ee5\u534f\u540c\u4f18\u5316\u3002<\/li>\n<li>\u7b97\u5b50\u4eb2\u548c\u5ea6\u4f4e: \u786c\u4ef6\u9002\u914d\u6027\u5dee\uff0c\u73b0\u6709\u7b97\u5b50\u65e0\u6cd5\u5145\u5206\u5229\u7528\u786c\u4ef6\u80fd\u529b\u3002<\/li>\n<li>\u7b97\u5b50\u7f3a\u5931: \u90e8\u5206\u5173\u952e\u8ba1\u7b97\u64cd\u4f5c\u7f3a\u4e4f\u5bf9\u5e94\u7684\u786c\u4ef6\u52a0\u901f\u7b97\u5b50\uff0c\u5bfc\u81f4\u6027\u80fd\u4e0b\u964d\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h5 id=\"%E4%BA%8C%E3%80%81%E6%98%87%E8%85%BE%E5%A4%A7%E6%A8%A1%E5%9E%8B%E8%AE%AD%E7%BB%83%E8%A7%A3%E5%86%B3%E6%96%B9%E6%A1%88\">\u4e8c\u3001\u6607\u817e\u5927\u6a21\u578b\u8bad\u7ec3\u89e3\u51b3\u65b9\u6848<\/h5>\n<p>\ufeff<\/p>\n<p>00:51<\/p>\n<p>\ufeff<\/p>\n<h6 id=\"1.%20CANN%E4%BB%8B%E7%BB%8D\">1. CANN\u4ecb\u7ecd<\/h6>\n<h6 id=\"1%EF%BC%89CANN%E5%AE%9A%E4%B9%89\">1\uff09CANN\u5b9a\u4e49<\/h6>\n<ul>\n<li><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153312-6a7f353845d49.jpg\" width=\"1024\"><\/li>\n<li>CANN\u5168\u79f0: Compute Architecture for Neural Networks\uff0c\u662f\u6607\u817e\u9488\u5bf9AI\u573a\u666f\u63a8\u51fa\u7684\u5f02\u6784\u8ba1\u7b97\u67b6\u6784\u3002<\/li>\n<li>\u6838\u5fc3\u5b9a\u4f4d: \u5728AI\u6846\u67b6\u4e0e\u786c\u4ef6\u4e4b\u95f4\u53d1\u6325\u627f\u4e0a\u542f\u4e0b\u7684\u5173\u952e\u4f5c\u7528\u3002\n<ul>\n<li>\u5bf9\u4e0a: \u652f\u6301\u591a\u79cdAI\u6846\u67b6\uff08\u5982MindSpore\u3001PyTorch\u3001TensorFlow\u7b49\uff09\u3002<\/li>\n<li>\u5bf9\u4e0b: \u670d\u52a1AI\u5904\u7406\u5668\u4e0e\u7f16\u7a0b\uff0c\u662f\u63d0\u5347\u6607\u817eAI\u5904\u7406\u5668\u8ba1\u7b97\u6548\u7387\u7684\u5173\u952e\u5e73\u53f0\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u7f16\u7a0b\u63a5\u53e3: \u9488\u5bf9\u591a\u6837\u5316\u5e94\u7528\u573a\u666f\uff0c\u63d0\u4f9b\u9ad8\u6548\u6613\u7528\u7684\u7f16\u7a0b\u63a5\u53e3\uff0c\u652f\u6301\u7528\u6237\u5feb\u901f\u6784\u5efa\u57fa\u4e8e\u6607\u817e\u5e73\u53f0\u7684AI\u5e94\u7528\u3002<\/li>\n<\/ul>\n<h6 id=\"2%EF%BC%89AI%E5%BC%80%E5%8F%91%E9%98%BB%E7%A2%8D\">2\uff09AI\u5f00\u53d1\u963b\u788d<\/h6>\n<p>\ufeff<\/p>\n<p>01:41<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li>\u5f53\u524dAI\u9762\u4e34\u7684\u4e3b\u8981\u963b\u788d:\n<ul>\n<li>\u6602\u8d35\u7684AI\u7b97\u529b\u8bbe\u65bd: \u786c\u4ef6\u6210\u672c\u9ad8\u3002<\/li>\n<li>\u7a00\u7f3a\u7684AI\u4e13\u4e1a\u4eba\u624d: \u4eba\u624d\u95e8\u69db\u9ad8\u3002<\/li>\n<li>\u4e0e\u65e5\u4ff1\u589e\u7684AI\u5f00\u53d1\u96be\u5ea6: \u6280\u672f\u590d\u6742\u5ea6\u4e0a\u5347\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6 id=\"3%EF%BC%89AI%E5%8F%91%E5%B1%95%E8%B6%8B%E5%8A%BF\">3\uff09AI\u53d1\u5c55\u8d8b\u52bf<\/h6>\n<p>\ufeff<\/p>\n<p>01:55<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li>\u672a\u6765AI\u53d1\u5c55\u8d8b\u52bf:\n<ul>\n<li>\u8d85\u5927\u6a21\u578b: \u4e0d\u65ad\u6d8c\u73b0\u5343\u4ebf\u53c2\u6570\u91cf\u7684\u8d85\u5927\u6a21\u578b\u3002<\/li>\n<li>\u901a\u7528\u7b97\u6cd5: \u4e0d\u65ad\u63a2\u7d22\u8de8\u9886\u57df\u3001\u591a\u6a21\u6001\u7684\u901a\u7528\u7b97\u6cd5\u3002<\/li>\n<li>\u5f02\u6784\u8ba1\u7b97: \u8d8a\u53d1\u591a\u6837\u7684CPU\u3001GPU\u3001NPU\u5f02\u6784\u8ba1\u7b97\u7b97\u529b\u9700\u6c42\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6 id=\"4%EF%BC%89%E6%98%87%E8%85%BEAI%E5%9F%BA%E7%A1%80%E8%BD%AF%E7%A1%AC%E4%BB%B6%E5%B9%B3%E5%8F%B0\">4\uff09\u6607\u817eAI\u57fa\u7840\u8f6f\u786c\u4ef6\u5e73\u53f0<\/h6>\n<p>\ufeff<\/p>\n<p>02:23<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153312-6a7f353871c90.jpg\" width=\"1024\"><\/li>\n<li>\u751f\u6001AI\u57fa\u7840: \u4ee5\u57fa\u7840\u8f6f\u786c\u4ef6\u5e73\u53f0\u4e3a\u57fa\u7840\u6784\u5efa\u7684\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u4ea7\u4e1a\u3002<\/li>\n<li>\u5e73\u53f0\u7ec4\u6210:\n<ul>\n<li>\u786c\u4ef6: \u963f\u7279\u62c9\u65af\u7cfb\u5217\u786c\u4ef6\u53ca\u4f19\u4f34\u786c\u4ef6\u3002<\/li>\n<li>\u67b6\u6784: \u5f02\u6784\u8ba1\u7b97\u67b6\u6784CANN\u3002<\/li>\n<li>\u6846\u67b6: \u5168\u573a\u666fAI\u6846\u67b6\u6607\u601dMindSpore\u3002<\/li>\n<li>\u5de5\u5177: \u6607\u817e\u5e94\u7528\u4f7f\u80fdMindX\u4e00\u7ad9\u5f0f\u5f00\u53d1\u5e73\u53f0\u3001\u6a21\u578b\u4e8c\u6b21\u5f00\u53d1\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5e94\u7528\u9886\u57df: \u4e3a\u80fd\u6e90\u3001\u91d1\u878d\u3001\u4ea4\u901a\u3001\u7535\u4fe1\u3001\u667a\u6167\u57ce\u5e02\u3001\u5236\u9020\u3001\u533b\u7597\u7b49\u9886\u57df\u63d0\u4f9b\u884c\u4e1a\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n<\/ul>\n<h6 id=\"5%EF%BC%89CANN%E7%9B%AE%E6%A0%87\">5\uff09CANN\u76ee\u6807<\/h6>\n<p>\ufeff<\/p>\n<p>02:54<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li>CANN\u6838\u5fc3\u76ee\u6807: \u4f5c\u4e3a\u6607\u817eAI\u786c\u4ef6\u7684\u4f7f\u80fd\u5f02\u6784\u8ba1\u7b97\u67b6\u6784\uff0c\u4ee5\u63d0\u5347\u7528\u6237\u5f00\u53d1\u6548\u7387\u548c\u6253\u9020\u6607\u817eAI\u6781\u81f4\u6027\u80fd\u4f53\u9a8c\u4e3a\u76ee\u6807\u3002\n<ul>\n<li>\u5bf9\u4e0a: \u652f\u6301MindSpore\u3001TensorFlow\u3001PyTorch\u7b49\u591a\u79cdAI\u6846\u67b6\u3002<\/li>\n<li>\u5bf9\u4e0b: \u670d\u52a1\u6607\u817eAI\u786c\u4ef6\uff0c\u53d1\u6325\u627f\u4e0a\u542f\u4e0b\u7684\u5173\u952e\u4f5c\u7528\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6 id=\"6%EF%BC%89CANN%E9%BB%91%E7%A7%91%E6%8A%80\">6\uff09CANN\u9ed1\u79d1\u6280<\/h6>\n<p>\ufeff<\/p>\n<p>03:12<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li>CANN\u5173\u952e\u6280\u672f: \u901a\u8fc7\u591a\u79cd\u201c\u9ed1\u79d1\u6280\u201d\u5145\u5206\u91ca\u653e\u6607\u817eAI\u5904\u7406\u5668\u6f8e\u6e43\u7b97\u529b\u3002\n<ul>\n<li>\u81ea\u52a8\u6d41\u6c34: \u81ea\u52a8\u6d41\u6c34\u7b97\u5b50\u6df1\u5ea6\u878d\u5408\u3002<\/li>\n<li>\u81ea\u9002\u5e94\u68af\u5ea6\u5207\u5206: \u81ea\u9002\u5e94\u68af\u5ea6\u5207\u5206\u8c03\u4f18\u3002<\/li>\n<li>\u667a\u80fd\u8ba1\u7b97\u8c03\u4f18: \u667a\u80fd\u8ba1\u7b97\u8c03\u4f18\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6 id=\"7%EF%BC%89CANN%E7%BC%96%E7%A8%8B%E6%8E%A5%E5%8F%A3\">7\uff09CANN\u7f16\u7a0b\u63a5\u53e3<\/h6>\n<p>\ufeff<\/p>\n<p>03:27<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li>\u591a\u5c42\u6b21\u7f16\u7a0b\u63a5\u53e3ACL: CANN\u9488\u5bf9\u591a\u6837\u5316\u5e94\u7528\u573a\u666f\u63d0\u4f9bAscendCL\uff08\u6607\u817e\u8ba1\u7b97\u8bed\u8a00\u63a5\u53e3\uff09\u3002\n<ul>\n<li>\u4f18\u52bf: \u5168\u573a\u666f\u3001\u4f4e\u95e8\u69db\u3001\u9ad8\u6027\u80fd\u3002<\/li>\n<li>\u76ee\u6807: \u652f\u6301\u7528\u6237\u5feb\u901f\u6784\u5efaAI\u5e94\u7528\u548c\u4e1a\u52a1\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6 id=\"8%EF%BC%89CANN%E4%BA%94%E5%B1%82%E6%9E%B6%E6%9E%84\">8\uff09CANN\u4e94\u5c42\u67b6\u6784<\/h6>\n<p>\ufeff<\/p>\n<p>03:39<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153312-6a7f35389e356.jpg\" width=\"1024\"><\/li>\n<li>CANN\u81ea\u9876\u5411\u4e0b\u5206\u4e3a\u4e94\u90e8\u5206:<\/li>\n<li>\u6607\u817e\u8ba1\u7b97\u8bed\u8a00\u63a5\u53e3\ufeff\n<p>03:42<\/p>\n<p> \ufeff <\/p>\n<ul>\n<li>AscendCL: \u6607\u817e\u8ba1\u7b97\u5f00\u653e\u7f16\u7a0b\u6846\u67b6\uff0c\u65b9\u4fbf\u7528\u6237\u7ba1\u7406\u548c\u4f7f\u7528\u6607\u817e\u8f6f\u786c\u4ef6\u8d44\u6e90\uff0c\u5f00\u53d1\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u6607\u817e\u8ba1\u7b97\u670d\u52a1\u5c42\ufeff\n<p>03:53<\/p>\n<p> \ufeff <\/p>\n<ul>\n<li>\u529f\u80fd: \u63d0\u4f9b\u6607\u817e\u7b97\u5b50\u5e93\uff08\u5982\u795e\u7ecf\u7f51\u7edc\u5e93\u3001\u7ebf\u6027\u4ee3\u6570\u8ba1\u7b97\u5e93\u7b49\uff09\u548c\u6607\u817e\u8c03\u4f18\u5f15\u64ce\uff0c\u63d0\u5347\u6a21\u578b\u7aef\u5230\u7aef\u8fd0\u884c\u6548\u7387\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u6607\u817e\u8ba1\u7b97\u7f16\u8bd1\u5c42\ufeff\n<p>04:05<\/p>\n<p> \ufeff <\/p>\n<ul>\n<li>\u529f\u80fd: \u901a\u8fc7\u56fe\u7f16\u8bd1\u5668\u5c06\u7528\u6237\u8f93\u5165\u7684\u4e2d\u95f4\u8868\u8fbe\u8ba1\u7b97\u56fe\u7f16\u8bd1\u6210\u6607\u817e\u786c\u4ef6\u53ef\u6267\u884c\u6a21\u578b\u3002<\/li>\n<li>\u8f85\u52a9\u673a\u5236: \u501f\u52a9\u5f20\u91cf\u52a0\u901f\u5f15\u64ceTBE\u7b49\u81ea\u52a8\u8c03\u5ea6\u673a\u5236\uff0c\u9ad8\u6548\u7f16\u8bd1\u7b97\u5b50\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u6607\u817e\u8ba1\u7b97\u6267\u884c\u5c42\ufeff\n<p>04:19<\/p>\n<p> \ufeff <\/p>\n<ul>\n<li>\u529f\u80fd: \u8d1f\u8d23\u6a21\u578b\u548c\u7b97\u5b50\u7684\u6267\u884c\uff0c\u63d0\u4f9b\u8fd0\u884c\u4efb\u52a1\u8c03\u5ea6\u3001\u8ba1\u7b97\u5355\u5143\u8fd0\u884c\u7ba1\u7406\u7b49\u529f\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u6607\u817e\u8ba1\u7b97\u57fa\u7840\u5c42\ufeff\n<p>04:30<\/p>\n<p> \ufeff <\/p>\n<ul>\n<li>\u529f\u80fd: \u4e3a\u5176\u4e0a\u5404\u5c42\u63d0\u4f9b\u57fa\u7840\u670d\u52a1\uff0c\u5982\u5171\u4eab\u865a\u62df\u5185\u5b58\u3001\u8bbe\u5907\u865a\u62df\u5316\u3001\u4e3b\u673a\u8bbe\u5907\u901a\u4fe1\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6 id=\"9%EF%BC%89%E6%98%87%E8%85%BE%E7%A4%BE%E5%8C%BA\">9\uff09\u6607\u817e\u793e\u533a<\/h6>\n<p>\ufeff<\/p>\n<p>04:40<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li>\u5b66\u4e60\u8d44\u6e90: \u767b\u5f55\u6607\u817e\u793e\u533a\u53ef\u83b7\u53d6\u4e30\u5bcc\u7684AI\u5b66\u4e60\u8d44\u6e90\u3001\u524d\u6cbf\u6280\u672f\u5206\u4eab\u3002<\/li>\n<li>\u6d3b\u52a8\u6bd4\u8d5b: \u63d0\u4f9b\u591a\u5143\u5316\u6d3b\u52a8\u548c\u6bd4\u8d5b\uff0c\u4e3a\u5b66\u4e60\u8005\u63d0\u4f9b\u65bd\u5c55\u821e\u53f0\u3002<\/li>\n<\/ul>\n<h6 id=\"10%EF%BC%89CANN%E6%80%BB%E4%BD%93%E6%9E%B6%E6%9E%84\">10\uff09CANN\u603b\u4f53\u67b6\u6784<\/h6>\n<p>\ufeff<\/p>\n<p>05:20<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li>\u67b6\u6784\u603b\u7ed3: CANN\u5411\u4e0a\u652f\u6301MindSpore\u3001PyTorch\u3001TensorFlow\u7b49AI\u6846\u67b6\uff0c\u5411\u4e0b\u670d\u52a1Atlas\u7cfb\u5217AI\u5904\u7406\u5668\u53ca\u7f16\u7a0b\u3002<\/li>\n<li>\u6838\u5fc3\u4f5c\u7528: \u53d1\u6325\u627f\u4e0a\u542f\u4e0b\u7684\u5173\u952e\u4f5c\u7528\uff0c\u662f\u63d0\u5347\u6607\u817eAI\u5904\u7406\u5668\u8ba1\u7b97\u6548\u7387\u7684\u5173\u952e\u5e73\u53f0\u3002<\/li>\n<\/ul>\n<h6 id=\"2.%20HCCL%E9%9B%86%E5%90%88%E9%80%9A%E4%BF%A1%E5%BA%93\">2. HCCL\u96c6\u5408\u901a\u4fe1\u5e93<\/h6>\n<p>\ufeff<\/p>\n<p>05:54<\/p>\n<p>\ufeff<\/p>\n<h6 id=\"1%EF%BC%89HCCL%E5%AE%9A%E4%B9%89\">1\uff09HCCL\u5b9a\u4e49<\/h6>\n<p>\ufeff<\/p>\n<p>05:58<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153312-6a7f3538c9f04.jpg\" width=\"1024\"><\/li>\n<li>HCCL\u5168\u79f0: Huawei Collective Communication Library\uff0c\u662f\u57fa\u4e8e\u6607\u817eAI\u5904\u7406\u5668\u7684\u9ad8\u6027\u80fd\u96c6\u5408\u901a\u4fe1\u5e93\u3002<\/li>\n<li>\u6838\u5fc3\u529f\u80fd: \u63d0\u4f9b\u5355\u673a\u591a\u5361\u4ee5\u53ca\u591a\u673a\u591a\u5361\u95f4\u7684\u6570\u636e\u5e76\u884c\u3001\u6a21\u578b\u5e76\u884c\u96c6\u5408\u901a\u4fe1\u65b9\u6848\u3002<\/li>\n<\/ul>\n<h6 id=\"2%EF%BC%89HCCL%E4%BD%9C%E7%94%A8\">2\uff09HCCL\u4f5c\u7528<\/h6>\n<p>\ufeff<\/p>\n<p>06:29<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li>HCCL\u4e09\u5927\u4f5c\u7528:\n<ul>\n<li>\u63d0\u5347\u901a\u4fe1\u6548\u7387: \u63d0\u5347\u5927\u89c4\u6a21\u5e76\u884c\u8ba1\u7b97\u7684\u901a\u4fe1\u6548\u7387\u3002<\/li>\n<li>\u964d\u4f4e\u8c03\u5ea6\u5f00\u9500: \u964d\u4f4e\u8c03\u5ea6\u5f00\u9500\uff0c\u4f18\u5316\u786c\u4ef6\u8d44\u6e90\u5229\u7528\u7387\u3002<\/li>\n<li>\u5e76\u53d1\u6d41\u6c34\u6267\u884c: \u5b9e\u73b0\u8ba1\u7b97\u4e0e\u901a\u4fe1\u7684\u5e76\u53d1\u6d41\u6c34\u6267\u884c\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6027\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6 id=\"3.%20Ascend%20C%E7%AE%97%E5%AD%90%E7%BC%96%E7%A8%8B%E8%AF%AD%E8%A8%80\">3. Ascend C\u7b97\u5b50\u7f16\u7a0b\u8bed\u8a00<\/h6>\n<p>\ufeff<\/p>\n<p>06:59<\/p>\n<p>\ufeff<\/p>\n<h6 id=\"1%EF%BC%89Ascend%20C%E5%AE%9A%E4%B9%89\">1\uff09Ascend C\u5b9a\u4e49<\/h6>\n<p>\ufeff<\/p>\n<p>08:28<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li>Ascend C\u662f\u4ec0\u4e48: \u6607\u817eCANN\u9488\u5bf9\u7b97\u5b50\u5f00\u53d1\u573a\u666f\u63a8\u51fa\u7684\u7f16\u7a0b\u8bed\u8a00\u3002<\/li>\n<li>\u8bed\u8a00\u57fa\u7840: \u539f\u751f\u652f\u6301C\/C++\u6807\u51c6\u89c4\u8303\uff0c\u517c\u5177\u5f00\u53d1\u6548\u7387\u548c\u8fd0\u884c\u6027\u80fd\u3002<\/li>\n<li>\u8fd0\u884c\u673a\u5236: \u57fa\u4e8eAscend C\u7f16\u5199\u7684\u7b97\u5b50\u7a0b\u5e8f\uff0c\u901a\u8fc7\u7f16\u8bd1\u5668\u7f16\u8bd1\u548c\u8fd0\u884c\u65f6\u8c03\u5ea6\uff0c\u5728\u6607\u817eAI\u5904\u7406\u5668\u4e0a\u8fd0\u884c\u3002<\/li>\n<li>\u6838\u5fc3\u4ef7\u503c: \u5f00\u53d1\u8005\u53ef\u4ee5\u57fa\u4e8e\u6607\u817eAI\u786c\u4ef6\uff0c\u9ad8\u6548\u5730\u5b9e\u73b0\u81ea\u5b9a\u4e49\u7684\u521b\u65b0\u7b97\u6cd5\u3002<\/li>\n<\/ul>\n<h6 id=\"2%EF%BC%89Ascend%20C%E4%BC%98%E5%8A%BF\">2\uff09Ascend C\u4f18\u52bf<\/h6>\n<p>\ufeff<\/p>\n<p>09:03<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153313-6a7f35390215e.jpg\" width=\"1024\"><\/li>\n<li>\u9075\u5faaC\/C++\u6807\u51c6\ufeff\n<p>09:06<\/p>\n<p> \ufeff <\/p>\n<ul>\n<li><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153313-6a7f35392dedb.jpg\" width=\"1024\"><\/li>\n<li>\u5f00\u53d1\u4e60\u60ef\u5339\u914d: \u9075\u5faaC\/C++\u7f16\u7a0b\u89c4\u8303\uff0c\u5339\u914d\u7528\u6237\u5f00\u53d1\u4e60\u60ef\u3002<\/li>\n<li>\u7f16\u7a0b\u65b9\u5f0f: \u5f00\u53d1\u8005\u91c7\u7528\u6807\u51c6C++\u8bed\u6cd5\u548c\u7c7b\u5e93API\u8fdb\u884c\u7f16\u7a0b\u3002<\/li>\n<li>API\u5206\u7c7b:\n<ul>\n<li>\u57fa\u7840API: \u5bf9\u786c\u4ef6\u80fd\u529b\u8fdb\u884c\u62bd\u8c61\uff0c\u5f00\u653e\u82af\u7247\u80fd\u529b\uff0c\u4fdd\u8bc1\u5b8c\u5907\u6027\u548c\u517c\u5bb9\u6027\u3002\n<ul>\n<li>\u6570\u636e\u64cd\u4f5c\u65b9\u5f0f:\n<ul>\n<li>\u6574\u4e2aTensor\u53c2\u4e0e\u8ba1\u7b97\u3002<\/li>\n<li>Tensor\u524dn\u4e2a\u6570\u636e\u8ba1\u7b97\u3002<\/li>\n<li>Tensor\u9ad8\u7ef4\u5207\u5206\u8ba1\u7b97\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u9ad8\u9636API: \u8c03\u7528\u591a\u79cd\u57fa\u7840API\u5b9e\u73b0\u5e38\u7528\u8ba1\u7b97\u7b97\u6cd5\uff0c\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u81ea\u52a8\u5316\u6d41\u6c34\u5e76\u884c\u8c03\u5ea6\ufeff\n<p>09:59<\/p>\n<p> \ufeff <\/p>\n<ul>\n<li>\u6838\u5fc3\u76ee\u6807: \u83b7\u5f97\u6700\u4f18\u6267\u884c\u6027\u80fd\u3002<\/li>\n<li>\u5e76\u884c\u8c03\u5ea6\u65b9\u5f0f:\n<ul>\n<li>\u6838\u95f4\u5e76\u884c(SPMD): \u652f\u6301Single Program Multiple Data\u6570\u636e\u5e76\u884c\uff0c\u5c06\u6570\u636e\u62c6\u5206\u5230\u5904\u7406\u5668\u7684\u591a\u4e2a\u8ba1\u7b97\u6838\u5fc3\u4e0a\u5e76\u884c\u5904\u7406\u3002<\/li>\n<li>\u6838\u5185\u6d41\u6c34\u5e76\u884c: \u5c06\u7b97\u5b50\u6838\u5185\u7684\u5904\u7406\u7a0b\u5e8f\u5206\u4e3a\u591a\u4e2a\u6d41\u6c34\u4efb\u52a1\uff08\u642c\u5165\u3001\u8ba1\u7b97\u3001\u642c\u51fa\uff09\uff0c\u5728\u6838\u5185\u5f62\u6210\u6d41\u6c34\u7ebf\u3002\n<ul>\n<li>\u6d41\u6c34\u7ebf\u673a\u5236: \u5f53\u524d\u4efb\u52a1\u5bf9\u6570\u636e\u5904\u7406\u5b8c\u6210\u540e\uff0c\u7acb\u5373\u4ea4\u7531\u4e0b\u4e00\u4e2a\u4efb\u52a1\uff0c\u5e76\u5f00\u59cb\u5bf9\u4e0b\u4e00\u6279\u6570\u636e\u7684\u5904\u7406\u3002<\/li>\n<li>\u9636\u68af\u5f0f\u8c03\u5ea6\u4f18\u52bf: \u642c\u51fa\u548c\u642c\u5165\u4efb\u52a1\u4e0d\u9700\u8981\u592a\u591a\u7b97\u529b\uff0c\u901a\u8fc7\u9636\u68af\u5f0f\u6d41\u6c34\uff0c\u7b97\u529b\u53ef\u4ee5\u66f4\u96c6\u4e2d\u4e8e\u8ba1\u7b97\u4efb\u52a1\uff0c\u907f\u514d\u4e09\u90e8\u5206\u540c\u65f6\u8ba1\u7b97\u5bfc\u81f4\u7b97\u529b\u5206\u6563\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u7ed3\u6784\u5316\u6838\u51fd\u6570\u7f16\u7a0b\ufeff\n<p>10:46<\/p>\n<p> \ufeff <\/p>\n<ul>\n<li><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153313-6a7f353959ac1.jpg\" width=\"1024\"><\/li>\n<li>\u6838\u5fc3\u76ee\u7684: \u7b80\u5316\u7b97\u5b50\u5f00\u53d1\u903b\u8f91\u3002<\/li>\n<li>\u7f16\u7a0b\u8303\u5f0f: \u63d0\u4f9b\u7ed3\u6784\u5316\u7684\u7f16\u7a0b\u8303\u5f0f\uff0c\u5c06\u7b97\u5b50\u6838\u51fd\u6570\u7684\u5b9e\u73b0\u7a0b\u5e8f\u5206\u89e3\u4e3a\u66f4\u5c0f\u3001\u6613\u4e8e\u7406\u89e3\u548c\u7ba1\u7406\u7684\u90e8\u5206\u3002<\/li>\n<li>\u77e2\u91cf\u7f16\u7a0b\u8303\u5f0f\uff08\u4e09\u6bb5\u5f0f\u7ed3\u6784\uff09:\n<ul>\n<li>Stage1: CopyIn: \u5c06\u8f93\u5165\u6570\u636e\u4eceGlobal\u5185\u5b58\u642c\u8fd0\u5230Local\u5185\u5b58\u3002<\/li>\n<li>Stage2: Compute: \u4f7f\u7528Local\u5185\u5b58\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8ba1\u7b97\u3002<\/li>\n<li>Stage3: CopyOut: \u5c06\u8ba1\u7b97\u7ed3\u679c\u4eceLocal\u5185\u5b58\u642c\u8fd0\u56deGlobal\u5185\u5b58\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5f00\u53d1\u6548\u7387: \u8be5\u7f16\u7a0b\u65b9\u5f0f\u5e2e\u52a9\u5f00\u53d1\u8005\u642d\u5efa\u7f16\u7a0b\u6846\u67b6\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u805a\u7126\u7b97\u5b50\u7684\u5b9e\u73b0\u903b\u8f91\uff0c\u6781\u5927\u63d0\u9ad8\u7f16\u7a0b\u6548\u7387\u3002<\/li>\n<\/ul>\n<\/li>\n<li>CPU\/NPU\u5b6a\u751f\u8c03\u8bd5\ufeff\n<p>11:15<\/p>\n<p> \ufeff <\/p>\n<ul>\n<li><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153313-6a7f3539853e3.jpg\" width=\"1024\"><\/li>\n<li>\u6838\u5fc3\u76ee\u7684: \u63d0\u5347\u7b97\u5b50\u8c03\u8bd5\u6548\u7387\u3002<\/li>\n<li>\u5b6a\u751f\u8c03\u8bd5\u673a\u5236: CPU\u57df\u6a21\u62dfNPU\u57df\u7684\u884c\u4e3a\uff0c\u76f8\u540c\u7684\u7b97\u5b50\u4ee3\u7801\u53ef\u4ee5\u5728\u4e0d\u540c\u57df\u8fdb\u884c\u8c03\u8bd5\u3002<\/li>\n<li>CPU\u57df\u8c03\u8bd5:\n<ul>\n<li>\u7f16\u8bd1: \u901a\u8fc7GCC\u7f16\u8bd1\u5668\u7f16\u8bd1\uff0c\u751f\u6210CPU\u57df\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u3002<\/li>\n<li>\u8c03\u8bd5\u5de5\u5177: \u53ef\u4ee5\u901a\u8fc7GDB\u7b49\u5de5\u5177\u8fdb\u884c\u529f\u80fd\u8c03\u8bd5\u3002<\/li>\n<li>\u8c03\u8bd5\u91cd\u70b9: \u4e3b\u8981\u8c03\u8bd5\u7cbe\u5ea6\u95ee\u9898\u3002<\/li>\n<li><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153313-6a7f3539b0b22.jpg\" width=\"1024\"><\/li>\n<\/ul>\n<\/li>\n<li>NPU\u57df\u8c03\u8bd5:\n<ul>\n<li>\u7f16\u8bd1: \u901a\u8fc7\u6bd5\u6607\u7f16\u8bd1\u5668\u7f16\u8bd1\uff0c\u751f\u6210NPU\u57df\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u3002<\/li>\n<li>\u8c03\u8bd5\u5de5\u5177: \u901a\u8fc7\u4eff\u771f\u6d41\u6c34\u56fe\u6216\u4e0a\u677f\u6570\u636e\u91c7\u96c6\u7b49\u65b9\u5f0f\u8fdb\u884c\u6027\u80fd\u8c03\u4f18\u3002<\/li>\n<li>\u8c03\u8bd5\u91cd\u70b9: \u4e3b\u8981\u8c03\u8bd5\u6027\u80fd\u95ee\u9898\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5de5\u4f5c\u6d41\u7a0b: \u5728CPU\u4e0a\u8c03\u6574\u7cbe\u5ea6\u540e\uff0c\u518d\u5230NPU\u4e0a\u8fdb\u884c\u5168\u529b\u8bad\u7ec3\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6 id=\"4.%20AOL%E7%AE%97%E5%AD%90%E5%8A%A0%E9%80%9F%E5%BA%93\">4. AOL\u7b97\u5b50\u52a0\u901f\u5e93<\/h6>\n<p>\ufeff<\/p>\n<p>14:32<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153313-6a7f3539dccf3.jpg\" width=\"1024\"><\/li>\n<li>AOL\u5b9a\u4e49: AOL\uff08Ascend Operator Library\uff09\u662f\u6607\u817e\u7684\u7b97\u5b50\u52a0\u901f\u5e93\uff0c\u4e3a\u795e\u7ecf\u7f51\u7edc\u5728\u6607\u817e\u786c\u4ef6\u4e0a\u7684\u52a0\u901f\u8ba1\u7b97\u63d0\u4f9b\u57fa\u7840\u3002<\/li>\n<li>\u6838\u5fc3\u529f\u80fd: \u63d0\u4f9b\u4e00\u7cfb\u5217\u6df1\u5ea6\u4f18\u5316\u3001\u786c\u4ef6\u4eb2\u548c\u7684\u9ad8\u6027\u80fd\u7b97\u5b50\uff0c\u5305\u62ecNeural Network\u3001Digital Vision Pre-Processing\u7b49\u3002<\/li>\n<li>\u8c03\u7528\u65b9\u5f0f: \u901a\u8fc7\u5355\u7b97\u5b50API\uff08\u57fa\u4e8eC\u8bed\u8a00\uff09\u6267\u884c\uff0c\u65e0\u9700\u63d0\u4f9bIR\uff08\u4e2d\u95f4\u8868\u793a\uff09\u5b9a\u4e49\uff0c\u7b80\u5316\u8c03\u7528\u6d41\u7a0b\u3002<\/li>\n<li>\u5f00\u53d1\u8005\u4ef7\u503c: \u5f00\u53d1\u8005\u65e0\u9700\u7ea0\u7ed3\u5e95\u5c42\u4ee3\u7801\uff0c\u76f4\u63a5\u901a\u8fc7API\u6587\u6863\u8c03\u7528\u5373\u53ef\uff0c\u9ad8\u6548\u8d4b\u80fd\u6a21\u578b\u521b\u65b0\u4e0e\u5e94\u7528\u3002<\/li>\n<\/ul>\n<h6 id=\"5.%20CANN%E4%BD%BF%E8%83%BD%E8%83%BD%E5%8A%9B\">5. CANN\u4f7f\u80fd\u80fd\u529b<\/h6>\n<p>\ufeff<\/p>\n<p>15:37<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153314-6a7f353a1482c.jpg\" width=\"1024\"><\/li>\n<li>CANN\u5b9a\u4f4d: \u5411\u4e0b\u4f7f\u80fd\u5904\u7406\u5668\u5e76\u884c\u52a0\u901f\uff0c\u5411\u4e0a\u4f7f\u80fd\u9ad8\u6548\u5f00\u53d1\u3002<\/li>\n<li>\u5e76\u884c\u52a0\u901f\u80fd\u529b:\n<ul>\n<li>\u81ea\u52a8\u6d41\u6c34\u5e76\u884c\u8c03\u5ea6: \u5b9e\u73b0\u5904\u7406\u5668\u5e76\u884c\u52a0\u901f\u3002<\/li>\n<li>\u7b97\u5b50\u6df1\u5ea6\u878d\u5408: \u63d0\u5347\u8ba1\u7b97\u6548\u7387\u3002<\/li>\n<li>\u6574\u56fe\u4e0b\u6c89: \u51cf\u5c11\u6570\u636e\u642c\u8fd0\u5f00\u9500\u3002<\/li>\n<li>\u81ea\u9002\u5e94\u68af\u5ea6\u5207\u5206: \u4f18\u5316\u5927\u6a21\u578b\u8bad\u7ec3\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u9ad8\u6548\u5f00\u53d1\u80fd\u529b:\n<ul>\n<li>\u517c\u5bb9\u4e1a\u754c\u4e3b\u6d41AI\u6846\u67b6: \u5168\u9762\u652f\u6301PyTorch\u7b49\u6846\u67b6\uff0c\u540c\u6b65\u793e\u533a\u7248\u672c\u53d1\u5e03\u3002<\/li>\n<li>\u878d\u5408\u7b97\u5b50\u5e93: \u652f\u6301FlashAttention\u7b49Transformer\u7f51\u7edc\u52a0\u901f\u7b97\u5b50\uff0c\u591a\u6a21\u578b\/\u591a\u5c3a\u5bf8\/\u591ashape\u5168\u9762\u652f\u6301\uff0c\u7cbe\u5ea6\u4e0e\u6027\u80fd\u6301\u5e73\u4e1a\u754c\u3002<\/li>\n<li>GPU\u751f\u6001\u8fc1\u79fb: \u4fdd\u6301AI\u6846\u67b6\u4e0d\u53d8\uff0c\u6a21\u578b\u53ef\u5feb\u901f\u7531GPU\u8fc1\u79fb\u81f3NPU\u8fd0\u884c\uff0c\u652f\u6301\u5468\u7ea7\u8fc1\u79fb\u3002<\/li>\n<li>Ascend C\u7b97\u5b50\u5f00\u53d1: \u9075\u5faaC\/C++\u6807\u51c6\u89c4\u8303\uff0c\u7b80\u5316\u7b97\u5b50\u7f16\u7a0b\u903b\u8f91\uff0c\u81ea\u52a8\u83b7\u53d6\u6700\u4f18\u8c03\u5ea6\uff0c\u652f\u6301Transformer\u67b6\u6784\u878d\u5408\u7b97\u5b50\u9ad8\u6548\u5f00\u53d1\u3002<\/li>\n<li>\u5168\u6d41\u7a0b\u5de5\u5177\u94fe: \u63d0\u4f9b\u4ece\u5f00\u53d1\u5230\u90e8\u7f72\u7684\u5b8c\u6574\u5de5\u5177\u652f\u6301\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6 id=\"6.%20%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%88%86%E5%B8%83%E5%BC%8F%E8%AE%AD%E7%BB%83%E4%B8%89%E5%A4%A7%E8%83%BD%E5%8A%9B\">6. \u5927\u6a21\u578b\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e09\u5927\u80fd\u529b<\/h6>\n<p>\ufeff<\/p>\n<p>15:58<\/p>\n<p>\ufeff<\/p>\n<h6 id=\"1%EF%BC%89%E5%8F%AF%E9%83%A8%E7%BD%B2\">1\uff09\u53ef\u90e8\u7f72<\/h6>\n<p>\ufeff<\/p>\n<p>16:09<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"640\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260814153314-6a7f353a40627.jpg\" width=\"1024\"><\/li>\n<li>\u6838\u5fc3\u76ee\u6807: \u5728\u5185\u5b58\u53d7\u9650\u7684\u663e\u5361\u4e0a\u6210\u529f\u90e8\u7f72\u5927\u6a21\u578b\u3002<\/li>\n<li>\u5b9e\u73b0\u65b9\u6cd5: \u901a\u8fc7\u5408\u7406\u7684\u5206\u5e03\u5f0f\u5207\u5206\u7b56\u7565\u548c\u5185\u5b58\u4f18\u5316\u6280\u672f\uff0c\u8ba9\u6a21\u578b\u80fd\u591f\u9002\u914d\u663e\u5b58\u8f83\u5c0f\u7684\u663e\u5361\u3002<\/li>\n<\/ul>\n<h6 id=\"2%EF%BC%89%E9%80%9A%E4%BF%A1%E5%BF%AB\">2\uff09\u901a\u4fe1\u5feb<\/h6>\n<p>\ufeff<\/p>\n<p>16:22<\/p>\n<p>\ufeff<\/p>\n<ul>\n<li>\u6838\u5fc3\u76ee\u6807: \u4f18\u5316\u96c6\u7fa4\u4e2d\u663e\u5361\u4e4b\u95f4\u7684\u6570\u636e\u901a\u4fe1\u6027\u80fd\u3002<\/li>\n<li>\u5173\u952e\u6311\u6218: \u96c6\u7fa4\u89c4\u6a21\u8d8a\u5927\uff0c\u901a\u4fe1\u57df\u8d8a\u5927\uff0c\u901a\u4fe1\u8017\u65f6\u6210\u4e3a\u4e3b\u8981\u77db\u76fe\u3002<\/li>\n<li>\u4f18\u5316\u65b9\u5411: \u964d\u4f4e\u901a\u4fe1\u5ef6\u8fdf\u3001\u89e3\u51b3\u6570\u636e\u901a\u4fe1\u62d6\u5c3e\u95ee\u9898\u3001\u51cf\u5c11\u6d41\u6c34\u7ebf\u6c14\u6ce1\uff08bubble\uff09\u5360\u6bd4\u3002<\/li>\n<\/ul>\n<h6 id=\"3%EF%BC%89%E7%AE%97%E5%BE%97%E5%BF%AB\">3\uff09\u7b97\u5f97\u5feb<\/h6>\n<p>\ufeff<\/p>\n<p>16:32<\/p>\n<p>\ufeff<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u5f55<br \/>\n\u4e00\u3001\u5927\u6a21\u578b\u8bad\u7ec3\u57fa\u7840\u7279\u6027<br \/>\n1. \u8ba1\u7b97\u6548\u7387\u74f6\u9888<br \/>\n\u4e8c\u3001\u6607\u817e\u5927\u6a21\u578b\u8bad\u7ec3\u89e3\u51b3\u65b9\u6848<br \/>\n1. CANN\u4ecb\u7ecd<br \/>\n1\uff09CANN\u5b9a\u4e49<br \/>\n2\uff09AI\u5f00\u53d1\u963b\u788d<br \/>\n3\uff09AI\u53d1\u5c55\u8d8b\u52bf<br \/>\n4\uff09\u6607\u817eAI\u57fa\u7840\u8f6f\u786c\u4ef6\u5e73\u53f0<br \/>\n5\uff09CANN\u76ee\u6807<br \/>\n6\uff09CANN\u9ed1\u79d1\u6280<br \/>\n7\uff09CANN\u7f16\u7a0b\u63a5\u53e3<br \/>\n8\uff09CANN\u4e94\u5c42\u67b6\u6784<br \/>\n9\uff09\u6607\u817e\u793e\u533a<br \/>\n10\uff09CANN\u603b\u4f53\u67b6\u6784<br \/>\n2. HCCL\u96c6\u5408\u901a\u4fe1\u5e93<br \/>\n1\uff09HCCL\u5b9a\u4e49<br \/>\n2\uff09HCCL\u4f5c\u7528<br \/>\n3. Ascend C\u7b97\u5b50\u7f16\u7a0b\u8bed\u8a00<br \/>\n1\uff09Ascend C\u5b9a\u4e49<br \/>\n2\uff09Ascend<\/p>\n","protected":false},"author":2,"featured_media":94652,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[6748,6750,1243,50,1186],"topic":[],"class_list":["post-94665","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-hcia","tag-hcip","tag-hcie","tag-50","tag-1186"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>HCIA - Al Solution \u534e\u4e3a\u8ba4\u8bc1\u2014\u2014 7\u3001\u5927\u6a21\u578b\u8bad\u7ec3\u89e3\u51b3\u65b9\u6848 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/94665.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"HCIA - Al Solution \u534e\u4e3a\u8ba4\u8bc1\u2014\u2014 7\u3001\u5927\u6a21\u578b\u8bad\u7ec3\u89e3\u51b3\u65b9\u6848 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u76ee\u5f55 \u4e00\u3001\u5927\u6a21\u578b\u8bad\u7ec3\u57fa\u7840\u7279\u6027 1. \u8ba1\u7b97\u6548\u7387\u74f6\u9888 \u4e8c\u3001\u6607\u817e\u5927\u6a21\u578b\u8bad\u7ec3\u89e3\u51b3\u65b9\u6848 1. 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