{"id":770848,"date":"2026-04-28T19:21:33","date_gmt":"2026-04-28T11:21:33","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=770848"},"modified":"2026-04-28T19:21:33","modified_gmt":"2026-04-28T11:21:33","slug":"8%e5%a4%a7%e5%9b%bd%e4%ba%a7ai%e8%8a%af%e7%89%87%e7%81%ab%e9%80%9f%e9%80%82%e9%85%8ddeepseek-v4%ef%bc%81%e5%8d%8e%e4%b8%ba%e7%99%be%e5%ba%a6%e9%98%bf%e9%87%8c%e5%85%a8%e5%90%bb%e4%b8%8a%e6%9d%a5","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=770848","title":{"rendered":"8\u5927\u56fd\u4ea7AI\u82af\u7247\u706b\u901f\u9002\u914dDeepSeek-V4\uff01\u534e\u4e3a\u767e\u5ea6\u963f\u91cc\u5168\u543b\u4e0a\u6765\u4e86"},"content":{"rendered":"<p><strong>\u4f5c\u8005 | <\/strong>\u7a0b\u831c<\/p>\n<p><strong>\u7f16\u8f91 | <\/strong>Panken<\/p>\n<p>\u82af\u4e1c\u897f4\u670824\u65e5\u62a5\u9053\uff0c\u521a\u521a\uff0c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%8d%8e%e4%b8%ba\" title=\"View all posts in \u534e\u4e3a\" target=\"_blank\" class=\"tag_link\">\u534e\u4e3a<\/a>\u6607\u817e\u76f4\u64ad\u89e3\u8bfbDeepSeek-V4\u6280\u672f\uff0c\u5e76\u62ab\u9732\u6607\u817e950\u6027\u80fd\u8868\u73b0\u3002\u622a\u81f3\u53d1\u7a3f\uff0c<strong>\u534e\u4e3a\u6607\u817e\u3001\u5bd2\u6b66\u7eaa\u3001\u6d77\u5149\u4fe1\u606f\u3001\u6469\u5c14\u7ebf\u7a0b\u3001\u6c90\u66e6\u80a1\u4efd\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%99%be%e5%ba%a6\" title=\"View all posts in \u767e\u5ea6\" target=\"_blank\" class=\"tag_link\">\u767e\u5ea6<\/a>\u6606\u4ed1\u82af\u3001\u963f\u91cc\u5e73\u5934\u54e5\u771f\u6b66\u3001\u5929\u6570\u667a\u82af<\/strong>8\u5bb6\u56fd\u4ea7AI<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%8a%af%e7%89%87\" title=\"View all posts in \u82af\u7247\" target=\"_blank\" class=\"tag_link\">\u82af\u7247<\/a>\u54c1\u724c\u548c<strong>\u82f1\u4f1f\u8fbe<\/strong>\u5747\u5df2\u9002\u914dDeepSeek-V4\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_18\/2EB001CC5CAE606AD8845C8B29D30B8621D356AC_size509_w1080_h1064.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"8\u5927\u56fd\u4ea7AI\u82af\u7247\u706b\u901f\u9002\u914dDeepSeek-V4\uff01\u534e\u4e3a\u767e\u5ea6\u963f\u91cc\u5168\u543b\u4e0a\u6765\u4e86\" \/><\/p>\n<p>\u25b2\u6607\u817e950\u6027\u80fd\u8868\u73b0\uff08\u56fe\u6e90\uff1a\u6607\u817eCANN\u76f4\u64ad\u622a\u56fe\uff09<\/p>\n<p>\u6b64\u5916\uff0c<strong>\u534e\u4e3a\u4e91\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%85%be%e8%ae%af\" title=\"View all posts in \u817e\u8baf\" target=\"_blank\" class=\"tag_link\">\u817e\u8baf<\/a>\u4e91\u3001PPIO\u3001\u7528\u53cb\u3001\u8054\u60f3\u667a\u80fd\u4e91\u3001\u5929\u7ffc\u4e91\u606f\u58e4\u3001\u4e91\u5de5\u573a\u79d1\u6280<\/strong>\u7b49<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%91%e6%9c%8d%e5%8a%a1\" title=\"View all posts in \u4e91\u670d\u52a1\" target=\"_blank\" class=\"tag_link\">\u4e91\u670d\u52a1<\/a>\u5546\uff0c<strong>\u5b81\u7545\u3001\u957f\u6c5f\u8ba1\u7b97\u3001\u767e\u4fe1\u3001\u6606\u4ed1\u6280\u672f<\/strong>\u7b49\u670d\u52a1\u5668\u4f01\u4e1a\uff0c<strong>\u90d1\u5dde<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd\" title=\"View all posts in \u4eba\u5de5\u667a\u80fd\" target=\"_blank\" class=\"tag_link\">\u4eba\u5de5\u667a\u80fd<\/a>\u8ba1\u7b97\u4e2d\u5fc3<\/strong>\u7b49\u7b97\u529b\u670d\u52a1\u63d0\u4f9b\u5546\u3001\u5feb\u624b\u4e07\u64ce\u7b49MaaS\u5e73\u53f0\uff0c\u90fd\u7b2c\u4e00\u65f6\u95f4\u5ba3\u5e03\u9002\u914d\u6216\u4e0a\u67b6DeepSeek-V4\u6a21\u578b\u670d\u52a1\u3002<strong>\u7f51\u6613\u667a\u4f01\u3001\u4e07\u683c\u667a\u5143\u3001\u6781\u5149\u3001\u7f51\u6613\u6709\u9053<\/strong>\u65d7\u4e0bAgent\u4ea7\u54c1\u5ba3\u5e03\u63a5\u5165DeepSeek-V4\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_18\/14C7D7B6280F61DD864340A2492B5AF430700BD3_size533_w1080_h1098.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"8\u5927\u56fd\u4ea7AI\u82af\u7247\u706b\u901f\u9002\u914dDeepSeek-V4\uff01\u534e\u4e3a\u767e\u5ea6\u963f\u91cc\u5168\u543b\u4e0a\u6765\u4e86\" \/><\/p>\n<p>\u25b2\u622a\u81f3\u53d1\u7a3f\uff0c\u5b98\u5ba3\u652f\u6301DeepSeek\u6a21\u578b\u7684AI\u82af\u7247\u4f01\u4e1a\uff08\u82af\u4e1c\u897f\u5236\u8868\uff09<\/p>\n<p>\u6839\u636eDeepSeek-V4\u6280\u672f\u62a5\u544a\uff0c\u5176\u5e76\u7ec6\u7c92\u5ea6\u4e13\u5bb6\u5e76\u884c\uff08EP\uff09\u65b9\u6848\u540c\u65f6\u5728\u82f1\u4f1f\u8fbeGPU\u548c\u534e\u4e3a\u6607\u817eNPU\u4e0a\u5b8c\u6210\u9a8c\u8bc1\uff0c\u76f8\u6bd4\u975e\u878d\u5408\u57fa\u7ebf\u5728\u901a\u7528\u63a8\u7406\u573a\u666f\u4e2d\u5b9e\u73b0<strong>1.50-1.73\u500d\u52a0\u901f<\/strong>\uff0c\u5728\u5bf9\u5ef6\u8fdf\u654f\u611f\u7684\u5f3a\u5316\u5b66\u4e60\u63a8\u6f14\u548c\u9ad8\u901fAgent\u670d\u52a1\u573a\u666f\u4e2d\u6700\u9ad8\u53ef\u8fbe<strong>1.96\u500d<\/strong>\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_18\/247399ED38430FC62A4614A27BCFA3E4A7D8EACD_size200_w1080_h215.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"8\u5927\u56fd\u4ea7AI\u82af\u7247\u706b\u901f\u9002\u914dDeepSeek-V4\uff01\u534e\u4e3a\u767e\u5ea6\u963f\u91cc\u5168\u543b\u4e0a\u6765\u4e86\" \/><\/p>\n<p>\u25b2DeepSeek-V4\u6280\u672f\u62a5\u544a<\/p>\n<p>\u636eDeepSeek\u516c\u4f17\u53f7\u62ab\u9732\uff0c\u53d7\u9650\u4e8e\u9ad8\u7aef\u7b97\u529b\uff0c\u76ee\u524dDeepSeek-V4-Pro\u7684\u670d\u52a1\u541e\u5410\u5341\u5206\u6709\u9650\uff0c\u9884\u8ba1<strong>\u4e0b\u534a\u5e74\u6607\u817e950\u8d85\u8282\u70b9\u6279\u91cf<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%b8%8a%e5%b8%82\" title=\"View all posts in \u4e0a\u5e02\" target=\"_blank\" class=\"tag_link\">\u4e0a\u5e02<\/a>\u540e\uff0c\u5176\u4ef7\u683c\u4f1a\u5927\u5e45\u4e0b\u8c03<\/strong>\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_18\/1A91EEB43E8CED05DF80166FE72F07E97258BA9E_size82_w1080_h291.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"8\u5927\u56fd\u4ea7AI\u82af\u7247\u706b\u901f\u9002\u914dDeepSeek-V4\uff01\u534e\u4e3a\u767e\u5ea6\u963f\u91cc\u5168\u543b\u4e0a\u6765\u4e86\" \/><\/p>\n<p>\u25b2DeepSeek\u5b98\u65b9\u6587\u7ae0<\/p>\n<p>DeepSeek-V4\u6a21\u578b\u91c7\u7528FP4+FP8\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\uff0c\u5728\u8131\u79bb\u82f1\u4f1f\u8fbe\u751f\u6001\u80cc\u666f\u4e0b\uff0c\u5176\u5927\u6982\u7387\u662f\u57fa\u4e8e\u6df1\u5ea6\u5b9a\u5236\u7684\u5185\u90e8\u683c\u5f0f\u3002\u7f51\u53cb\u731c\u6d4b\uff0c\u8be5\u6a21\u578b\u4f9d\u6258\u534e\u4e3a\u6607\u817e950\u8d85\u8282\u70b9\u96c6\u7fa4\u5b8c\u6210\u8bad\u7ec3\uff0c\u4ece\u4fa7\u9762\u5370\u8bc1\u534e\u4e3a\u5e95\u5c42\u7b97\u529b\u67b6\u6784\u4e0e\u4f4e\u7cbe\u5ea6\u6df7\u5408\u8bad\u7ec3\u6280\u672f\uff0c\u5df2\u5177\u5907\u652f\u6491\u4e07\u4ebf\u7ea7\u5927\u6a21\u578b\u7684\u80fd\u529b\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_18\/90E0F45A8B0E1478ED57981735BE9F66631BB664_size321_w1080_h807.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"8\u5927\u56fd\u4ea7AI\u82af\u7247\u706b\u901f\u9002\u914dDeepSeek-V4\uff01\u534e\u4e3a\u767e\u5ea6\u963f\u91cc\u5168\u543b\u4e0a\u6765\u4e86\" \/><\/p>\n<p>\u25b2DeepSeek\u5728Hugging Face\u4e0a\u7684\u6a21\u578b\u5361<\/p>\n<p>\u667a\u6e90\u7814\u7a76\u9662\u4f17\u667aFlagOS\u793e\u533a\u57288\u6b3eAI\u82af\u7247\u4e0a\u9002\u914dDeepSeek-V4\u65f6\uff0c\u5b9e\u73b0\u4e86\u4e09\u5927\u6280\u672f\u7a81\u7834\uff1a<strong>\u652f\u63018\u79cd\u4ee5\u4e0a\u82af\u7247\u7684\u5168\u7b97\u5b50\u66ff\u4ee3\u3001\u89e3\u9664\u5f20\u91cf\u5e76\u884c\u6700\u591a\u5355\u673a8\u5361\u9650\u5236\u3001\u652f\u6301\u4ece\u201cFP4+FP8\u6df7\u5408\u7cbe\u5ea6\u201d\u5230BF16\u7684\u7cbe\u5ea6\u8f6c\u6362<\/strong>\u3002<\/p>\n<p>\u622a\u81f3\u4eca\u65e5\u6536\u76d8\uff0cAI\u7b97\u529b\u677f\u5757\u80a1\u4ef7\u5927\u6da8\uff0c\u5728A\u80a1\uff0c\u6d77\u5149\u4fe1\u606f\u4ee5<strong>8.2%<\/strong>\u7684\u589e\u5e45\u9886\u6da8\u3001\u5bd2\u6b66\u7eaa\u589e\u5e45\u4e3a<strong>2.23%<\/strong>\uff0c\u5728\u6e2f\u80a1\uff0c\u5929\u6570\u667a\u82af\u7684\u6da8\u5e45\u8fbe\u52309.54%\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_18\/2AAD9716344780AEBC4EADA226F92606A82A4409_size150_w1080_h1576.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"8\u5927\u56fd\u4ea7AI\u82af\u7247\u706b\u901f\u9002\u914dDeepSeek-V4\uff01\u534e\u4e3a\u767e\u5ea6\u963f\u91cc\u5168\u543b\u4e0a\u6765\u4e86\" \/><\/p>\n<p>\u25b2AI\u7b97\u529b\u677f\u5757\u80a1\u4ef7\u53d8\u5316<\/p>\n<p><strong>01<\/strong><strong>.<\/strong><\/p>\n<p><strong>\u534e\u4e3a\u6607\u817e\u9996\u53d1\u9002\u914d<\/strong><\/p>\n<p><strong>\u652f\u6491DeepSeek-V4\u6beb\u79d2\u7ea7\u63a8\u7406\u3001\u8d85\u9ad8\u5e76\u53d1\u63a8\u7406<\/strong><\/p>\n<p>\u9996\u53d1\u9002\u914dDeepSeek-V4\u540e\uff0c\u534e\u4e3a\u6607\u817e\u4eca\u65e516\u70b9\u5f00\u542f\u4e86\u201c\u57fa\u4e8eCANN\u7684\u8bad\u63a8\u4f18\u5316\u5b9e\u8df5\u201d\u76f4\u64ad\u3002\u5728\u76f4\u64ad\u4e2d\uff0c\u534e\u4e3a\u76f8\u5173\u7814\u53d1\u4eba\u5458\u63d0\u5230\u5176\u57fa\u4e8eCANN\u8fdb\u884c\u4e86\u5168\u94fe\u8def\u4f18\u5316\uff1a<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_18\/23A71A6BD271E8ECDCA39BD46ADF48735F733BD2_size367_w1080_h611.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"8\u5927\u56fd\u4ea7AI\u82af\u7247\u706b\u901f\u9002\u914dDeepSeek-V4\uff01\u534e\u4e3a\u767e\u5ea6\u963f\u91cc\u5168\u543b\u4e0a\u6765\u4e86\" \/><\/p>\n<p><strong>1\u3001\u6607\u817e950\u8d85\u8282\u70b9\u652f\u6491DeepSeek V4\u6beb\u79d2\u7ea7\u63a8\u7406\uff0c\u80cc\u540e\u6709\u4e09\u5927\u9ed1\u79d1\u6280<\/strong><\/p>\n<p>\u6607\u817e950\u8d85\u8282\u70b9\u5b9e\u73b0DeepSeek V4-Pro 20ms\u548cDeepSeek V4-Flash 10ms\u4f4e\u65f6\u5ef6\u63a8\u7406\u3002\u8fd9\u5f97\u76ca\u4e8e\u6607\u817e950\u4ee3\u9645\u5e95\u5c42\u67b6\u6784\u7684\u4e09\u5927\u5347\u7ea7\uff1a<\/p>\n<p>\u9996\u5148\u662f\u539f\u751f\u7cbe\u5ea6\u52a0\u901f\uff0c\u5176<strong>\u5168\u9762\u652f\u6301FP8\u3001MXFP8\u3001MXFP4\u7b49\u6570\u636e\u683c\u5f0f<\/strong>\uff0c\u5728\u4fdd\u8bc1\u6a21\u578b\u7cbe\u5ea6\u7684\u540c\u65f6\uff0c\u53ef\u5b9e\u73b0\u5185\u5b58\u5360\u7528\u964d\u4f4e50%+\uff0c\u8ba1\u7b97\u80fd\u529b\u7ffb\u500d\u3002<\/p>\n<p>\u5176\u6b21\u662f\u7a00\u758f\u8bbf\u5b58\u4f18\u5316\uff0c\u9488\u5bf9MoE\u6a21\u578b\u7684\u79bb\u6563\u8bbf\u5b58\u7279\u5f81\uff0c\u4ed6\u4eec\u901a\u8fc7<strong>\u5927\u5e45\u63d0\u5347\u786c\u4ef6\u7ea7\u7a00\u758f\u8bbf\u5b58\u80fd\u529b<\/strong>\uff0c\u89e3\u51b3\u4e86\u4e13\u5bb6\u8def\u7531\u8fc7\u7a0b\u4e2d\u7684\u5e26\u5bbd\u74f6\u9888\u3002<\/p>\n<p>\u6700\u540e\u662f<strong>Vector\u4e0eCube\u5171\u4eabMemory<\/strong>\uff0c\u5176\u91c7\u7528<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e6%96%b0\" title=\"View all posts in \u521b\u65b0\" target=\"_blank\" class=\"tag_link\">\u521b\u65b0<\/a>\u5b58\u50a8\u67b6\u6784\u8bbe\u8ba1\uff0c\u5b9e\u73b0\u4e86\u5411\u91cf\u5355\u5143\uff08Vector\uff09\u4e0e\u77e9\u9635\u5355\u5143\uff08Cube\uff09\u7684Memory\u5171\u4eab\uff0c\u6d88\u9664\u5927\u91cf\u7247\u4e0a\u6570\u636e\u642c\u8fd0\u5f00\u9500\uff0c\u964d\u4f4e\u4e86\u7aef\u5230\u7aef\u63a8\u7406\u65f6\u5ef6\u3002<\/p>\n<p>\u6839\u636e\u534e\u4e3a\u5b98\u65b9\u4fe1\u606f\uff0c\u6607\u817e950\u8d85\u8282\u70b9\u8fd8\u4ece\u57fa\u7840\u5668\u4ef6\u3001\u534f\u8bae\u7b97\u6cd5\u5230\u5149\u7535\u4e92\u8054\uff0c\u5b9e\u73b0\u4e86\u7cfb\u7edf\u7ea7\u7a81\u7834\uff0c\u652f\u6301\u7528\u6237\u4ee564\u5361\u4e3a\u6b65\u957f\u6309\u9700\u6269\u5c55\uff0c\u53ef\u5b9e\u73b0<strong>8192\u5361\u65e0\u6536\u655b\u5168\u4e92\u8054<\/strong>\uff0c\u63d0\u4f9b\u4e1a\u754c\u6700\u5927Scale Up\u80fd\u529b\u3002<\/p>\n<p>\u534e\u4e3a\u4e0eDeepSeek\u8054\u5408\u5b9a\u4e49\u4e86\u6607\u817e\u8d85\u8282\u70b9\u67b6\u6784\uff0c\u4e13\u95e8\u89e3\u51b3\u5927\u6a21\u578b\u8d85\u957f\u4e0a\u4e0b\u6587\u63a8\u7406\u7684\u65f6\u5ef6\u9ad8\u3001\u541e\u5410\u4f4e\u3001\u6210\u672c\u8d35\u4e09\u5927\u75db\u70b9\uff0c\u540c\u65f6\u80fd\u505a\u5230\u4e07\u5361\u7ea7\u5927\u89c4\u6a21\u6269\u5c55\uff0c\u5e76\u9760NAND SSU\u505a\u4f4e\u6210\u672c\u5927\u5bb9\u91cfKV Cache\uff0c\u652f\u64914K\uff5e1M\u5168\u957f\u5ea6\u957f\u5e8f\u5217\u5e94\u7528\u3002<\/p>\n<p><strong>2\u3001\u6607\u817e\u540c\u6b65\u5f00\u6e90DeepSeek-V4\u590d\u6742\u7a00\u758f\u6ce8\u610f\u529b+mHC\u7eed\u8bad\u5b9e\u73b0<\/strong><\/p>\n<p>\u534e\u4e3a\u6607\u817e\u901a\u8fc7TorchTitan-NPU\u63d2\u4ef6\u4e0eAutofuse\u81ea\u52a8\u878d\u5408\u6280\u672f\u534f\u540c\uff0c\u5b9e\u6d4b\u6a21\u578b\u541e\u5410\u91cf\u6700\u9ad8\u8fbe\u52301100 tokens\/p\/s\uff0c\u5b9e\u73b0\u6a21\u578b\u8bad\u7ec3\u6027\u80fd\u5f00\u7bb1\u5373\u4f18\u3002<\/p>\n<p>\u8fd9\u5f97\u76ca\u4e8e\u4ee5\u4e0b\u4e09\u5927\u7ef4\u5ea6\u7684\u7cfb\u7edf\u7ea7\u4f18\u5316\uff1a<\/p>\n<p><strong>\u6781\u7b80\u5206\u5e03\u5f0f\u5e76\u884c\u67b6\u6784<\/strong>\uff1a \u7a81\u7834\u4f20\u7edf\u590d\u6742\u7684\u6df7\u5408\u5e76\u884c\u8bbe\u8ba1\uff0c\u91c7\u7528\u8d85\u8282\u70b9\u4eb2\u548c\u7684\u5927EP+\u7eafFSDP\u7684\u6781\u7b80\u5e76\u884c\u5207\u5206<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%ad%96%e7%95%a5\" title=\"View all posts in \u7b56\u7565\" target=\"_blank\" class=\"tag_link\">\u7b56\u7565<\/a>\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_18\/070D459DAE1E80E2BFBCD948A0A41D3C8BD4F6B1_size390_w1080_h623.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"8\u5927\u56fd\u4ea7AI\u82af\u7247\u706b\u901f\u9002\u914dDeepSeek-V4\uff01\u534e\u4e3a\u767e\u5ea6\u963f\u91cc\u5168\u543b\u4e0a\u6765\u4e86\" \/><\/p>\n<p>\u25b2\u5e76\u884c\u7b56\u7565<\/p>\n<p><strong>\u539f\u751f\u201c\u5165\u56fe\u201d\u4e0e\u81ea\u52a8\u878d\u5408<\/strong>\uff1aTorchTitan-NPU\u6df1\u5ea6\u9002\u914dtorch.compile\u673a\u5236\uff0c\u4f7f\u80fd\u8bad\u7ec3\u5165\u56fe\u6280\u672f\uff0c\u4f9d\u6258Inductor+AutoFuse\uff08\u57fa\u4e8eAscend C\u7684Codegen\u540e\u7aef\uff09\u5b9e\u73b0\u7aef\u5230\u7aef\u7684Vector\u7b97\u5b50\u81ea\u52a8\u878d\u5408\uff0c\u4e3a\u6574\u7f51\u5e26\u6765\u9ad8\u8fbe31.8%\u7684\u5f00\u7bb1\u5373\u7528\u6027\u80fd\u6536\u76ca\u3002<\/p>\n<p><strong>\u7a00\u758fAttention\u9ad8\u6548\u878d\u5408\u7b97\u5b50<\/strong>\uff1a \u9488\u5bf9\u7a00\u758f\u6ce8\u610f\u529b\u7b49\u590d\u6742\u7ed3\u6784\uff0c\u5f00\u53d1SparseAttnSharedkv\u3001LightningIndexer \u7b49\u591a\u4e2a\u9ad8\u6548\u7684NPU\u878d\u5408\u7b97\u5b50\uff0c\u91ca\u653e\u82af\u7247\u7a00\u758f\u7b97\u529b\u3002<\/p>\n<p><strong>3\u3001\u63a8\u6607\u817ePyPTO\u7f16\u7a0b\u8303\u5f0f\uff0c\u8ba9\u5927\u6a21\u578b\u7b97\u5b50\u5f00\u53d1\u8f7b\u91cf\u5316<\/strong><\/p>\n<p>\u6b64\u5916\uff0c\u6607\u817eCANN\u8fd8\u63a8\u51faPyPTO\u7f16\u7a0b\u8303\u5f0f\uff0c\u89e3\u51b3\u81ea\u5b9a\u4e49\u7b97\u5b50\u5f00\u53d1\u95e8\u69db\u9ad8\u3001\u5468\u671f\u957f\u7684\u75db\u70b9\u3002\u8be5\u8303\u5f0f\u63d0\u4f9b\u5b8c\u5584\u7684Python API\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u4ee5\u7b26\u5408Python\u4e60\u60ef\u7684\u8bed\u6cd5\u8fdb\u884c\u7b97\u5b50\u5f00\u53d1\u3002<\/p>\n<p>PyPTO\u7f16\u7a0b\u8303\u5f0f\u6709\u56db\u5927\u7279\u70b9\uff1a<\/p>\n<p>\u9996\u5148\u662f<strong>\u9ad8\u6548\u7684\u7b97\u5b50\u5f00\u53d1<\/strong>\uff0cPyPTO\u4f9d\u6258\u5185\u7f6e\u9ad8\u7ea7\u7f16\u8bd1\u4f18\u5316\uff0c\u53ef\u81ea\u52a8\u5b8c\u6210\u6d41\u6c34\u7f16\u6392\u4e0e\u5185\u5b58\u7ba1\u7406\uff0c\u4f7f\u5f00\u53d1\u8005\u65e0\u9700\u5173\u6ce8\u786c\u4ef6\u7ec6\u8282\u800c\u4e13\u6ce8\u4e8e\u8ba1\u7b97\u6d41\u8868\u8fbe\uff0c\u5b9e\u73b0<strong>DeepSeek-V4\u65b0\u4e00\u4ee3\u6a21\u578b\u7b97\u5b50\u5f00\u53d1\u5468\u671f\u53ef\u7f29\u77ed\u81f3\u5929\u7ea7<\/strong>\u3002<\/p>\n<p>\u5176\u6b21\u662f<strong>\u9ad8\u6027\u80fdKernel\u81ea\u52a8\u751f\u6210<\/strong>\uff0c\u9488\u5bf9Attention\u3001Compressor\u3001mHC\u7b49\u590d\u6742\u903b\u8f91\u7b97\u5b50\uff0cPyPTO\u53ef\u81ea\u52a8\u751f\u6210\u9ad8\u5ea6\u4f18\u5316\u7684Kernel\uff0c\u907f\u514d\u5f00\u53d1\u8005\u624b\u52a8\u5904\u7406\u7e41\u7410\u7684\u540c\u6b65\u4e0e\u6570\u636e\u642c\u8fd0\uff0c\u7f29\u77ed\u4ece\u7b97\u6cd5\u9a8c\u8bc1\u5230\u90e8\u7f72\u843d\u5730\u7684\u5f00\u53d1\u5468\u671f\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_18\/FAC33487208AFD881D65F8763AEBAD548052D811_size420_w1080_h611.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"8\u5927\u56fd\u4ea7AI\u82af\u7247\u706b\u901f\u9002\u914dDeepSeek-V4\uff01\u534e\u4e3a\u767e\u5ea6\u963f\u91cc\u5168\u543b\u4e0a\u6765\u4e86\" \/><\/p>\n<p>\u25b2\u878d\u5408Kernel<\/p>\n<p>\u7b2c\u4e09\u662f<strong>PTO ISA\u865a\u62df\u6307\u4ee4\u96c6\u8de8\u4ee3\u517c\u5bb9<\/strong>\uff0cPyPTO\u57fa\u4e8ePTO\u865a\u62df\u6307\u4ee4\u96c6\uff08PTO 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