{"id":123302,"date":"2026-11-07T01:40:43","date_gmt":"2026-11-06T17:40:43","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/123302.html"},"modified":"2026-11-07T01:40:43","modified_gmt":"2026-11-06T17:40:43","slug":"deepseek-v4-flash-%e6%98%87%e8%85%be-910b-pd-%e5%88%86%e7%a6%bb%e9%83%a8%e7%bd%b2%ef%bc%8811-%e6%9c%88-6-%e6%97%a5%e4%b8%ad%e5%8d%88%e8%b0%83%e8%af%95%e7%af%87%ef%bc%89%ef%bc%9a14-4-%e8%af%b7%e6%b1%82","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/123302.html","title":{"rendered":"DeepSeek-V4-Flash \u6607\u817e 910B PD \u5206\u79bb\u90e8\u7f72\uff0811 \u6708 6 \u65e5\u4e2d\u5348\u8c03\u8bd5\u7bc7\uff09\uff1a14.4% \u8bf7\u6c42\u5931\u8d25\u7387\u662f\u600e\u4e48\u5b9a\u4f4d\u51fa\u6765\u7684"},"content":{"rendered":"

\/* MD \/ \u5bcc\u6587\u672c\u4e2d\u7684 .toc\uff08\u542b\u535a\u5ba2\u56ed\u642c\u5bb6\u7b49\u5d4c\u5957\u7ed3\u6784\uff09\uff1b.toc-box \u5728\u4fa7\u680f\uff0c\u4e0d\u53d7\u5f71\u54cd *\/
\n #content_views .toc,
\n \/* \u7f16\u8f91\u5668\u5e38\u5728\u76ee\u5f55\u524d\u540e\u63d2\u5165\u7a7a p\uff08:empty \u4ecd\u5360 20px\uff09\uff0c\u4e00\u5e76\u53bb\u6389\u907f\u514d\u9876\u7a7a\u9699 *\/
\n #content_views.markdown_views > p:empty:has(+ .toc),
\n #content_views.markdown_views > .toc + p:empty,
\n \/* \u5bcc\u6587\u672c\u65e7\u7248\u76ee\u5f55\u6807\u8bb0 *\/
\n #content_views.htmledit_views #main-toc,
\n #content_views.htmledit_views #hr-toc,
\n #content_views.htmledit_views p[id*=\\”-toc\\”] {
\n display: none !important;
\n }
\n \/* \u76ee\u5f55\u53bb\u6389\u540e\uff0c\u7d27\u8ddf\u7684\u9996\u4e2a\u6807\u9898\u4e0d\u518d\u591a\u51fa\u4e00\u5757\u4e0a\u8fb9\u8ddd *\/
\n #content_views.markdown_views > .toc + h1,
\n #content_views.markdown_views > .toc + h2,
\n #content_views.markdown_views > .toc + h3,
\n #content_views.markdown_views > .toc + h4,
\n #content_views.markdown_views > .toc + p:empty + h1,
\n #content_views.markdown_views > .toc + p:empty + h2,
\n #content_views.markdown_views > .toc + p:empty + h3,
\n #content_views.markdown_views > .toc + p:empty + h4 {
\n margin-top: 0 !important;
\n }<\/p>\n

DeepSeek-V4-Flash \u6607\u817e 910B PD \u5206\u79bb\u90e8\u7f72（11 \u6708 6 \u65e5\u4e2d\u5348\u8c03\u8bd5\u7bc7）：14.4% \u8bf7\u6c42\u5931\u8d25\u7387\u662f\u600e\u4e48\u5b9a\u4f4d\u51fa\u6765\u7684<\/h2>\n

\u73af\u5883：Atlas 800I A2（910B-64GB \u00d7 8）\u00d7 2 \u8282\u70b9，1P1D
\nP \u8282\u70b9 10.10.10.1（\u4e1a\u52a1\u7f51）\/ 192.168.100.10 ~ 192.168.100.17（RoCE \u7f51）
\nD \u8282\u70b9 10.10.10.2（\u4e1a\u52a1\u7f51）\/ 192.168.100.2 ~ 192.168.100.9 （RoCE \u7f51）
\n\u955c\u50cf quay.io\/ascend\/vllm-ascend:v0.23.0，\u6a21\u578b DeepSeek-V4-Flash-0731-w8a8
\n\u90e8\u7f72\u5f62\u6001：DP4 \u00d7 TP2 + EP，\u6bcf\u8282\u70b9 4 \u4e2a vLLM \u5b9e\u4f8b（HTTP 7000\u20137003），\u4ee3\u7406\u76d1\u542c 10.10.10.1:1999<\/p>\n

\u6ce8：\u6587\u4e2d\u6240\u6709 IP \u5747\u5df2\u8131\u654f\u3002<\/p>\n

\u8fd9\u7bc7\u53ea\u8bb2\u4e2d\u5348\u90a3\u4e00\u8f6e\u505a\u7684\u4e8b：\u628a\u4e00\u4e2a\u4ece 0.1% \u4e00\u8def\u6076\u5316\u5230 14.4% \u7684\u8bf7\u6c42\u5931\u8d25\u7387，\u4ece"\u6000\u7591\u5149\u6a21\u5757"\u4e00\u8def\u6536\u7a84\u5230"\u8f6f\u4ef6\u5c42\u901a\u4fe1\u57df\u95ee\u9898"\u3002<\/p>\n

\n

\u4e00\u3001\u5148\u4fee\u8868：\u65f6\u95f4\u57fa\u51c6\u5dee\u4e86 8 \u5c0f\u65f6，\u4e4b\u524d\u4e24\u5929\u7684\u7ed3\u8bba\u5168\u8981\u91cd\u7b97<\/h3>\n

1.1 \u73b0\u8c61<\/h4>\n

\u5bb9\u5668\u5185 date \u663e\u793a UTC，\u5bbf\u4e3b\u673a\u662f CST（+8）\u3002\u62ff\u5bb9\u5668\u65e5\u5fd7\u7684\u65f6\u95f4\u53bb\u548c\u5bbf\u4e3b\u673a dmesg\u3001hccn_tool \u7684\u8f93\u51fa\u5bf9\u9f50，\u6bcf\u4e00\u6761\u90fd\u5dee 8 \u5c0f\u65f6\u3002<\/p>\n

1.2 \u540e\u679c（\u8fd9\u6761\u6700\u8981\u547d）<\/h4>\n

\u5728\u6b64\u4e4b\u524d，\u6211\u4eec\u8ba4\u5b9a"\u670d\u52a1\u8fd0\u884c\u671f\u53d1\u751f\u8fc7\u4e24\u6b21\u5168 8 \u5361\u540c\u6b65\u94fe\u8def\u6389\u7ebf"，\u5e76\u628a\u5b83\u5f53\u6210\u4e3b\u8981\u5acc\u7591\u3002<\/p>\n

\u5bf9\u9f50\u65f6\u95f4\u540e\u771f\u76f8\u662f：<\/p>\n\n\u4e8b\u4ef6\u5bb9\u5668\u65e5\u5fd7\u65f6\u95f4\u771f\u5b9e\u5bbf\u4e3b\u673a\u65f6\u95f4\u670d\u52a1\u662f\u5426\u5728\u8dd1<\/tr>\n\n\n\n
8 \u5361\u540c\u6b65 down\/up<\/td>\n13:42 \u2192 13:47<\/td>\n21:42 \u2192 21:47<\/td>\n\u274c \u670d\u52a1\u542f\u52a8\u524d 3 \u5c0f\u65f6<\/td>\n<\/tr>\n
8 \u5361\u540c\u6b65 down\/up<\/td>\n08:15 \u2192 08:19<\/td>\n16:15 \u2192 16:19<\/td>\n\u274c \u670d\u52a1\u542f\u52a8\u524d 3 \u5c0f\u65f6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u4e24\u6b21\u6389\u7ebf\u90fd\u53d1\u751f\u5728\u670d\u52a1\u542f\u52a8\u4e4b\u524d，\u8ddf\u672c\u8f6e\u6545\u969c\u6ca1\u6709\u4efb\u4f55\u5173\u7cfb\u3002<\/p>\n

1.3 \u4fee\u590d\u65b9\u5f0f<\/h4>\n

\u6539 docker run，\u4e09\u884c\u641e\u5b9a：<\/p>\n

docker<\/span> run –privileged<\/span> \\\\<\/span>
\n –name<\/span> DeepSeek-V4-Flash-0731-w8a8 \\\\<\/span>
\n –net<\/span>=<\/span>host \\\\<\/span>
\n -e<\/span> TZ<\/span>=<\/span>Asia\/Shanghai \\\\<\/span>
\n -v<\/span> \/etc\/localtime:\/etc\/localtime:ro \\\\<\/span>
\n -v<\/span> \/usr\/share\/zoneinfo:\/usr\/share\/zoneinfo:ro \\\\<\/span>
\n ..<\/span>.<\/p>\n

\u5751\u4e2d\u5751：\u4e0d\u8981\u6302 \/etc\/timezone\u3002\u6b27\u62c9\u7cfb（openEuler）\u5bbf\u4e3b\u673a\u4e0a\u8fd9\u4e2a\u6587\u4ef6\u4e0d\u5b58\u5728，-v \u4f1a\u628a\u5bb9\u5668\u91cc\u7684\u6587\u4ef6\u53d8\u6210\u76ee\u5f55，\u5bb9\u5668\u8d77\u6765\u540e\u4e00\u5806\u7a0b\u5e8f\u8bfb\u65f6\u533a\u5931\u8d25\u3002<\/p>\n

\n

\u4e8c\u3001\u7269\u7406\u5c42\u6392\u67e5：\u628a"\u5149\u8def\u6709\u95ee\u9898"\u8fd9\u6761\u7ebf\u5f7b\u5e95\u6392\u6389<\/h3>\n

\u6000\u7591\u94fe\u8def\u7684\u65f6\u5019\u4e0d\u80fd\u9760\u611f\u89c9，\u8981\u80fd\u62ff\u51fa"\u5168 8 \u5361 + \u5168\u8ba1\u6570\u5668"\u7684\u6a2a\u5411\u5bf9\u6bd4\u3002<\/p>\n

2.1 \u62d3\u6251\u5148\u786e\u8ba4：8 \u6761\u70b9\u5bf9\u70b9\u76f4\u8fde，\u6ca1\u6709\u4ea4\u6362\u673a<\/h4>\n

P.dev0 (192.168.100.10) \u2500\u2500\u76f4\u8fde\u2500\u2500 D.dev0 (192.168.100.2)
\nP.dev1 (192.168.100.11) \u2500\u2500\u76f4\u8fde\u2500\u2500 D.dev1 (192.168.100.3)
\n…
\nP.dev7 (192.168.100.17) \u2500\u2500\u76f4\u8fde\u2500\u2500 D.dev7 (192.168.100.9)<\/p>\n

lldp.log + \/etc\/hccn.conf \u53cc\u5411\u786e\u8ba4，\u6ca1\u6709\u4ea4\u6362\u673a\u53c2\u4e0e，\u6240\u4ee5\u4e0d\u5b58\u5728"\u67d0\u53f0\u4ea4\u6362\u673a\u62e5\u585e"\u8fd9\u79cd\u53ef\u80fd\u3002<\/p>\n

2.2 \u5168 8 \u5361\u8ba1\u6570\u5668\u6a2a\u5411\u5bf9\u6bd4<\/h4>\n\n\u6307\u6807dev0\u2013dev5\u3001dev7dev6<\/tr>\n\n\n\n\n\n\n
mac_rx_fcs_err_pkt_num<\/td>\n0<\/td>\n19<\/td>\n<\/tr>\n
PCS err<\/td>\n2696\u20133051<\/td>\n15584<\/td>\n<\/tr>\n
roce_new_pkt_rty_num<\/td>\n0<\/td>\n1861<\/td>\n<\/tr>\n
roce_out_of_order_num<\/td>\n0<\/td>\n79<\/td>\n<\/tr>\n
roce_tx_err_pkt_num<\/td>\n0<\/td>\n3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

dev6 \u786e\u5b9e\u662f\u5168\u673a\u552f\u4e00\u6709\u771f\u5b9e\u8bef\u7801\u7684\u94fe\u8def，\u800c\u4e14\u4e24\u7aef\u63d2\u7684\u90fd\u662f\u5168\u673a\u552f\u4e00\u4e00\u5bf9\u5f02\u578b\u53f7\u5149\u6a21\u5757 WTD RTXM500-301（\u5176\u4f59\u90fd\u662f\u540c\u578b\u53f7）\u3002<\/p>\n

dev6 \u7684 link up\/down \u8ba1\u6570\u66f4\u662f\u5938\u5f20：up = 40643 \/ down = 40642，\u5373\u4e9a\u79d2\u7ea7\u9707\u8361\u4e86 4 \u4e07\u6b21（\u5176\u4f59 dev \u53ea\u6709 15\u201319 \u6b21）\u3002<\/p>\n

2.3 \u6362\u4e86 MPO \u8df3\u7ebf，\u8fd8\u662f\u62a5\u9519<\/h4>\n

\u6362\u4e86 MPO \u8df3\u7ebf\u540e\u590d\u6d4b，HcclCommPrepare ret 0x9 \u4f9d\u7136\u51fa\u73b0\u3002\u7ed3\u5408\u540e\u6765（8 \u6708）\u90a3\u6b21\u751f\u4ea7\u5d29\u6e83\u65e5\u5fd7\u91cc EI0013 Execution_Error_ROCE_CQE \u660e\u786e\u70b9\u540d device ID 6，\u6211\u4eec\u5224\u65ad：<\/p>\n

dev6 \u662f\u4e00\u6761\u6709\u5386\u53f2\u52a3\u8ff9\u3001\u9700\u8981\u5355\u72ec\u8ddf\u8e2a\u7684\u94fe\u8def，\u4f46\u4e0d\u662f\u672c\u8f6e\u8fd0\u884c\u671f\u6545\u969c\u7684\u6839\u56e0\u3002<\/p>\n

\u7406\u7531：\u5982\u679c\u6839\u56e0\u662f\u94fe\u8def\u8bef\u7801，\u6545\u969c\u5e94\u8be5\u4e0e dev6 \u5f3a\u76f8\u5173\u3001\u4e14\u8868\u73b0\u4e3a CQE\/SDMA \u7c7b\u9519\u8bef；\u800c\u672c\u8f6e\u662f\u7eaf\u8f6f\u4ef6\u5c42\u7684 HcclCommPrepare \u5931\u8d25，\u4e0e\u94fe\u8def\u65e0\u5173\u3002<\/p>\n

2.4 PFC \/ \u62e5\u585e：\u5b8c\u5168\u6e05\u767d<\/h4>\n

mac_tx_pfc_pkt_num = 0 （\u5168 8 \u5361）
\nmac_tx_mac_pause_num = 0 （\u5168 8 \u5361）
\nrx_full_drop_cnt = 0 （\u5168 8 \u5361）<\/p>\n

\u4e1a\u52a1\u8d70 TC2，\u6ca1\u6709\u89e6\u53d1\u4efb\u4f55\u6d41\u63a7\u3002\u53ef\u4ee5\u6392\u9664"\u7f51\u7edc\u62e5\u585e\u5bfc\u81f4\u4e22\u5305"\u8fd9\u6761\u7ebf\u3002<\/p>\n

2.5 \u7ba1\u7406\u7f51：\u53cc\u5411 flood ping 20 \u4e07\u5305，0 \u4e22\u5305<\/h4>\n

ping<\/span> -f<\/span> -c<\/span> 200000<\/span> 10.10<\/span>.10.2
\n# 0% packet loss, RTT avg 0.021 ms<\/span><\/p>\n

\u53cd\u5411\u540c\u6837 0 \u4e22\u5305，avg 0.027 ms\u300210.10.10.x（bond1.4000）\u8fd9\u6761\u4e1a\u52a1\/\u7ba1\u7406\u7f51\u4e5f\u6ca1\u95ee\u9898\u3002<\/p>\n

\n

\u4e09\u3001\u6839\u56e0\u6536\u7a84：\u9519\u8bef\u94fe\u4e00\u8def\u8bfb\u5230\u5e95<\/h3>\n

3.1 \u5b8c\u6574\u8c03\u7528\u94fe<\/h4>\n

HcclCommPrepare fail, ret: 0x9 \u2190 \u4e00\u5207\u7684\u8d77\u70b9
\n \u2514\u2500 comm_channel.cc:60
\n \u2514\u2500 channel_manager.cc:459
\n \u2514\u2500 channel_msg_handler.cc:310 \/ 379
\n \u2514\u2500 DoConnect error_code[103901] timeout 10000ms
\n \u2514\u2500 adxl_inner_engine.cc:359
\n \u2514\u2500 adxl_engine_impl.cc:136 \/ 255<\/p>\n

\u8981\u70b9：<\/p>\n

    \n
  • 103901 \u662f vLLM \u4fa7\u7684\u5c01\u88c5\u9519\u8bef\u7801，\u672c\u4f53\u662f DoConnect … timeout 10000ms，\u5373 10 \u79d2\u5efa\u94fe\u8d85\u65f6<\/li>\n
  • 0x9 \u662f HCCL \u4fa7\u7684\u8fd4\u56de\u7801，\u51fa\u73b0\u5728 HcclCommPrepare（\u901a\u4fe1\u57df\u51c6\u5907\u9636\u6bb5），\u4e0d\u662f HcclCommInit（\u521b\u5efa\u9636\u6bb5），\u4e5f\u4e0d\u662f\u6570\u636e\u4f20\u8f93\u9636\u6bb5<\/li>\n
  • \u4ece D \u4fa7（kv_consumer）\u53d1\u8d77，\u76ee\u6807\u662f P \u4fa7（kv_producer）\u7684 KV \u4f20\u8f93\u7aef\u53e3<\/li>\n<\/ul>\n

    3.2 \u91cf\u7ea7<\/h4>\n

    D \u4fa7\u5728\u67d0\u6bb5 13.6 \u5c0f\u65f6\u8fd0\u884c\u671f\u91cc\u7d2f\u8ba1 2518 \u6b21 10 \u79d2 KV \u5efa\u94fe\u8d85\u65f6\u3002<\/p>\n

    \u8bf7\u6c42\u5931\u8d25\u7387\u968f\u65f6\u95f4\u6076\u5316：<\/p>\n

    \u65e9\u671f \u2192 0.1%
    \n\u4e2d\u671f \u2192 \u6570\u4e2a\u767e\u5206\u70b9
    \n\u672c\u8f6e \u2192 14.4%（\u6700\u4e25\u91cd\u7684\u4e00\u6b21：489 \u4e2a\u8bf7\u6c42\u91cc 489 \u4e2a 500）<\/p>\n

    3.3 \u4e00\u4e2a\u65b0\u7279\u5f81：\u77ac\u65f6\u5e76\u53d1\u5efa\u94fe\u98ce\u66b4<\/h4>\n

    \u540e\u7eed\u6293\u5230\u7684\u4e00\u7ec4\u65e5\u5fd7\u663e\u793a\u51fa\u5f88\u4e0d\u4e00\u6837\u7684\u5f62\u6001：20 \u6beb\u79d2\u5185，\u591a\u4e2a\u8fdc\u7aef engine \u7aef\u53e3（20191\u300120224\u300120341）\u548c\u591a\u4e2a\u672c\u5730\u8fdb\u7a0b\u540c\u65f6\u7206\u53d1 HcclCommPrepare ret 0x9\u3002<\/p>\n

    \u8fd9\u4e0d\u662f\u5355\u70b9\u6545\u969c，\u800c\u662f\u5927\u91cf\u8bf7\u6c42\u540c\u65f6\u53d1\u8d77\u5efa\u94fe，\u628a HCCL \u901a\u4fe1\u57df\u8d44\u6e90\u77ac\u95f4\u62a2\u7a7a\u3002<\/p>\n

    \u4e8e\u662f\u6709\u4e24\u4e2a\u5019\u9009\u5047\u8bbe：<\/p>\n\n\u5047\u8bbe\u7279\u5f81\u9a8c\u8bc1\u65b9\u5f0f<\/tr>\n\n\n\n
    A. \u901a\u4fe1\u57df\u8d44\u6e90\u6cc4\u6f0f<\/td>\n\u9519\u8bef\u968f\u65f6\u95f4\u5355\u8c03\u589e\u957f，\u91cd\u542f\u540e\u91cd\u7f6e<\/td>\n\u7edf\u8ba1 HcclCommInit \/ HcclCommDestroy \u6b21\u6570\u662f\u5426\u914d\u5e73<\/td>\n<\/tr>\n
    B. \u77ac\u65f6\u5e76\u53d1\u5efa\u94fe\u98ce\u66b4<\/td>\n\u9519\u8bef\u6210\u7c07\u51fa\u73b0，\u4e0e\u8bf7\u6c42\u5cf0\u503c\u540c\u6b65<\/td>\n\u964d\u5e76\u53d1（–max-num-seqs \u964d\u4f4e）\u540e\u662f\u5426\u7f13\u89e3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u26a0\ufe0f \u53d6\u8bc1\u88ab\u81ea\u5df1\u4eba\u6e05\u6389\u4e86：run_dp_template.sh \u7b2c 4 \u884c\u6709\u4e00\u53e5 rm -rf ~\/ascend\/log，\u6bcf\u6b21\u542f\u52a8\u90fd\u4f1a\u6e05\u7a7a Ascend \u65e5\u5fd7\u3002ret 0x9 \u7684\u786e\u5207\u542b\u4e49\u9700\u8981\u4ece plog \u91cc\u6316，\u800c\u8fd9\u53e5\u547d\u4ee4\u8ba9\u6bcf\u6b21\u6545\u969c\u90fd\u6ca1\u6709\u73b0\u573a\u3002\u8fd9\u4e00\u6761\u5fc5\u987b\u4f18\u5148\u6ce8\u91ca\u6389\u3002<\/p>\n

    \n

    \u56db\u3001\u73af\u5883\u53d8\u91cf\u5ba1\u8ba1：\u4e09\u4e2a\u504f\u79bb\u5b98\u65b9\u9ed8\u8ba4\u503c\u7684\u9ad8\u5371\u9879<\/h3>\n

    run_dp_template.sh \u91cc\u8fd9\u4e09\u6761，\u662f\u5f53\u65f6\u5217\u51fa\u7684\u5934\u53f7\u5acc\u7591：<\/p>\n

    export<\/span> HCCL_BUFFSIZE<\/span>=<\/span>1024<\/span> # \u5b98\u65b9\u9ed8\u8ba4 200 \u2190 \u6700\u53ef\u7591<\/span>
    \nexport<\/span> HCCL_EXEC_TIMEOUT<\/span>=<\/span>204<\/span> # \u5b98\u65b9\u9ed8\u8ba4 1800<\/span>
    \nexport<\/span> HCCL_CONNECT_TIMEOUT<\/span>=<\/span>1200<\/span> # \u5b98\u65b9\u9ed8\u8ba4 120<\/span><\/p>\n

    HCCL_BUFFSIZE \u4e3a\u4ec0\u4e48\u4f1a\u70b8：<\/p>\n

      \n
    • \u5b83\u51b3\u5b9a\u6bcf\u4e2a\u901a\u4fe1\u57df\u5360\u7528\u7684 SDMA \u7f13\u51b2\u5927\u5c0f<\/li>\n
    • \u4ece 200 \u62c9\u5230 1024 = \u5355\u901a\u4fe1\u57df\u7f13\u51b2\u653e\u5927\u7ea6 5 \u500d<\/li>\n
    • PD \u5206\u79bb\u573a\u666f\u4e0b，\u901a\u4fe1\u57df\u662f\u6309\u9700\u5efa\u3001\u9ad8\u9891\u5efa\u7684（\u6bcf\u6b21 KV \u4f20\u8f93\u7684 rank \u914d\u5bf9\u7ec4\u5408\u90fd\u53ef\u80fd\u65b0\u5efa）<\/li>\n
    • \u9ad8\u5e76\u53d1\u4e0b\u77ac\u95f4\u5efa\u5927\u91cf\u901a\u4fe1\u57df \u2192 NPU \u5185\u5b58\u88ab\u5403\u7a7f \u2192 HcclCommPrepare \u76f4\u63a5\u5931\u8d25<\/li>\n
    • \u5931\u8d25\u4e0d\u5f71\u54cd\u5df2\u6709\u901a\u4fe1\u57df，\u6240\u4ee5\u8868\u73b0\u4e3a"\u5076\u53d1\u3001\u4f4e\u9891\u3001\u6301\u7eed"\u2014\u2014\u5b8c\u7f8e\u5339\u914d\u89c2\u6d4b\u73b0\u8c61<\/li>\n<\/ul>\n

      \u53e6\u5916\u4e24\u6761\u5df2\u7ecf\u4f5c\u5e9f\u3001\u53ea\u4f1a\u5237 Unknown vLLM environment variable detected \u544a\u8b66：<\/p>\n

      export<\/span> VLLM_RPC_TIMEOUT<\/span>=<\/span>3600000<\/span> # vLLM 0.23.0 \u5df2\u4e0d\u518d\u8bc6\u522b<\/span>
      \nexport<\/span> VLLM_ASCEND_APPLY_DSV4_PATCH<\/span>=<\/span>1<\/span> # vLLM 0.23.0 \u5df2\u4e0d\u518d\u8bc6\u522b<\/span><\/p>\n

      \n

      \u4e94\u3001\u987a\u5e26\u67e5\u51fa\u6765\u7684\u4e00\u4e2a\u771f bug：DP \u8d1f\u8f7d\u503e\u659c<\/h3>\n

      5.1 \u73b0\u8c61<\/h4>\n

      4 \u4e2a engine \u7684\u6d3b\u8dc3\u5ea6\u5206\u5e03\u5927\u7ea6 8 : 4 : 2 : 1\u3002<\/p>\n

      5.2 \u4e00\u4e2a\u5fc5\u987b\u7ea0\u6b63\u7684\u53e3\u5f84<\/h4>\n

      \u6211\u4e00\u5f00\u59cb\u8bf4\u8fd9\u662f"\u8d1f\u8f7d\u5360\u6bd4 8:4:2:1"，\u8fd9\u662f\u9519\u7684\u3002<\/p>\n

      \u6b63\u786e\u53e3\u5f84：\u8fd9\u662f"engine \u5728\u591a\u5c11\u4e2a 10 \u79d2\u7a97\u53e3\u5185\u6709\u6d3b\u8dc3\u8bf7\u6c42"\u7684\u8986\u76d6\u7387，\u4e0d\u662f\u541e\u5410\u5360\u6bd4\u3002\u771f\u5b9e\u5206\u5e03\u8981\u770b\u540e\u7aef \/metrics \u7684\u5dee\u503c\u3002<\/p>\n

      5.3 \u4ee3\u7801\u5c42\u9762\u7684\u6839\u56e0<\/h4>\n

      \u4ee3\u7406\u7684\u9009\u8def\u6253\u5206\u662f：<\/p>\n

      # prefill<\/span>
      \nscore =<\/span> active_tokens +<\/span> active_kv_cache *<\/span> 0.3<\/span>
      \n# decode<\/span>
      \nscore =<\/span> active_tokens<\/p>\n

      \u800c _release_load \u5728\u5f52\u8fd8\u8d1f\u8f7d\u65f6\u6ca1\u6709\u4e0b\u9650\u4fdd\u62a4，active_tokens \u53ef\u80fd\u88ab\u51cf\u6210\u8d1f\u6570\u3002\u4e00\u65e6\u67d0\u4e2a engine \u7684\u5206\u6570\u53d8\u6210\u8d1f\u7684，\u5b83\u5c31\u4f1a\u6c38\u8fdc\u6392\u5728\u5806\u9876，\u6240\u6709\u8bf7\u6c42\u90fd\u88ab\u5438\u8d70 \u2192 \u503e\u659c\u3002<\/p>\n

      \u4fee\u590d（\u4e00\u884c）：<\/p>\n

      # _release_load \u91cc<\/span>
      \npool.<\/span>servers[<\/span>key]<\/span>.<\/span>active_tokens =<\/span> max<\/span>(<\/span>0.0<\/span>,<\/span> pool.<\/span>servers[<\/span>key]<\/span>.<\/span>active_tokens –<\/span> load)<\/span><\/p>\n

      decode \u4fa7\u6ca1\u6709\u4e0b\u9650，\u8fd9\u662f\u660e\u786e\u7684 bug，\u4e0d\u662f\u8c03\u53c2\u95ee\u9898\u3002<\/p>\n

      \n

      \u516d\u3001\u6b62\u8840 + \u53d6\u8bc1\u52a8\u4f5c\u6e05\u5355（\u4e2d\u5348\u8fd9\u4e00\u8f6e\u7684\u8f93\u51fa）<\/h3>\n

      6.1 \u6b62\u8840（\u5148\u8ba9\u670d\u52a1\u53ef\u7528）<\/h4>\n
    • \u964d\u4f4e D \u4fa7\u5e76\u53d1：–max-num-seqs 32 \u2192 8<\/li>\n
    • \u786e\u8ba4\u4ee3\u7406\u5c42\u5bf9 500 \u6709\u91cd\u8bd5（\u5df2\u6709 Attempt 1\/2，\u786e\u8ba4\u7b2c 2 \u6b21\u662f\u5426\u771f\u751f\u6548）<\/li>\n
    • \u5fc5\u8981\u65f6\u5728\u4ee3\u7406\u524d\u52a0\u5e76\u53d1\u95f8，\u907f\u514d\u77ac\u65f6\u5efa\u94fe\u98ce\u66b4<\/li>\n

      6.2 \u53d6\u8bc1（\u4fdd\u4f4f\u73b0\u573a）<\/h4>\n
    • \u6ce8\u91ca\u6389 run_dp_template.sh \u7b2c 4 \u884c rm -rf ~\/ascend\/log<\/li>\n
    • \u5907\u4efd\u5386\u53f2 ~\/ascend\/log<\/li>\n
    • \u7edf\u8ba1 HcclCommInit \/ HcclCommDestroy \u6b21\u6570，\u5224\u65ad\u662f\u5426\u6709\u901a\u4fe1\u57df\u6cc4\u6f0f<\/li>\n
    • \u6838\u5bf9 CANN \u4e0e HDK \u7248\u672c\u914d\u5957<\/li>\n

      6.3 A\/B \u5b9e\u9a8c\u77e9\u9635（\u5355\u53d8\u91cf，\u6bcf\u8f6e\u8dd1 30 \u5206\u949f）<\/h4>\n\n\u8f6e\u6b21\u53d8\u66f4\u89c2\u6d4b\u6307\u6807<\/tr>\n\n\n\n\n\n
      \u57fa\u7ebf<\/td>\n\u4e0d\u52a8<\/td>\n\u4ee3\u7406 500 \u7387\u3001Mooncake transfer failed \u8ba1\u6570\u3001Connect timeout \u8ba1\u6570<\/td>\n<\/tr>\n
      1<\/td>\n\u4ec5 HCCL_BUFFSIZE \u6062\u590d\u9ed8\u8ba4 200<\/td>\n\u540c\u4e0a<\/td>\n<\/tr>\n
      2<\/td>\n\u4ec5 HCCL_EXEC_TIMEOUT \/ HCCL_CONNECT_TIMEOUT \u6062\u590d\u9ed8\u8ba4<\/td>\n\u540c\u4e0a<\/td>\n<\/tr>\n
      3<\/td>\n\u4ec5 –max-num-seqs 32 \u2192 8<\/td>\n\u540c\u4e0a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u5355\u53d8\u91cf\u662f\u5173\u952e\u2014\u2014\u4e00\u8d77\u6539\u5c31\u518d\u4e5f\u8bf4\u4e0d\u6e05\u662f\u8c01\u7684\u529f\u52b3\u3002<\/p>\n

      6.4 \u987a\u624b\u9a8c\u8bc1 dev6<\/h4>\n

      hccn_tool -i<\/span> 6<\/span> -stat<\/span> -g<\/span> # \u770b\u6362 MPO \u540e FCS \/ PCS err \/ \u91cd\u4f20 \/ \u4e71\u5e8f \u662f\u5426\u4e0b\u964d<\/span><\/p>\n

      \n

      \u4e03\u3001\u4e2d\u5348\u8fd9\u4e00\u8f6e\u7684\u7ed3\u8bba<\/h3>\n
    • \u65f6\u95f4\u57fa\u51c6\u4fee\u6b63：\u4e4b\u524d\u8ba4\u5b9a\u7684\u4e24\u6b21 8 \u5361\u540c\u6b65\u6389\u7ebf，\u53d1\u751f\u5728\u670d\u52a1\u542f\u52a8\u524d 3 \u5c0f\u65f6，\u4e0e\u672c\u8f6e\u65e0\u5173\u3002<\/li>\n
    • \u7269\u7406\u5c42\u6392\u9664：\u62d3\u6251\u662f\u70b9\u5bf9\u70b9\u76f4\u8fde；\u5168 8 \u5361 PFC\/discard \u5168 0；\u7ba1\u7406\u7f51 20 \u4e07\u5305 flood ping 0 \u4e22\u5305\u3002<\/li>\n
    • dev6 \u5355\u72ec\u8ddf\u8e2a：\u786e\u5b9e\u6709\u771f\u5b9e\u8bef\u7801\u548c\u4e0d\u914d\u5957\u5149\u6a21\u5757，8 \u6708\u4e5f\u5b9e\u9524\u5bfc\u81f4\u8fc7\u751f\u4ea7\u5d29\u6e83，\u4f46\u4e0d\u662f\u672c\u8f6e\u6839\u56e0（\u6362 MPO \u540e\u4ecd\u62a5\u9519）\u3002<\/li>\n
    • \u6839\u56e0\u5b9a\u6027：HcclCommPrepare ret 0x9 + DoConnect 103901 timeout 10000ms \u5c5e\u4e8e\u7eaf\u8f6f\u4ef6\/\u8d44\u6e90\u5c42，\u5019\u9009\u4e3a\u300c\u901a\u4fe1\u57df\u6cc4\u6f0f\u300d\u6216\u300c\u77ac\u65f6\u5efa\u94fe\u98ce\u66b4\u300d\u3002<\/li>\n
    • \u5934\u53f7\u5acc\u7591：HCCL_BUFFSIZE=1024（\u9ed8\u8ba4 200）\u628a\u5355\u901a\u4fe1\u57df SDMA \u7f13\u51b2\u653e\u5927 5 \u500d，\u5728\u6309\u9700\u9ad8\u9891\u5efa\u57df\u573a\u666f\u4e0b\u6781\u6613\u8017\u5c3d NPU \u5185\u5b58\u3002<\/li>\n
    • \u9644\u5e26\u53d1\u73b0：\u4ee3\u7406 _release_load \u7f3a max(0.0, …) \u4e0b\u9650，\u662f DP \u503e\u659c\u7684\u4ee3\u7801\u7ea7\u6839\u56e0\u3002<\/li>\n
    • \u53d6\u8bc1\u88ab\u7834\u574f：rm -rf ~\/ascend\/log \u5fc5\u987b\u4f18\u5148\u6ce8\u91ca，\u5426\u5219 ret 0x9 \u6c38\u8fdc\u6ca1\u6709 plog \u73b0\u573a\u3002<\/li>\n

      \u4e2d\u5348\u8fd9\u4e00\u8f6e\u628a\u6218\u573a\u4ece"\u786c\u4ef6\/\u7f51\u7edc"\u6536\u7f29\u5230\u4e86"\u8f6f\u4ef6\/\u8d44\u6e90"\u3002\u771f\u6b63\u628a\u95ee\u9898\u89e3\u51b3\u6389\u7684\u662f\u4e0b\u5348\u548c\u665a\u4e0a\u7684\u4e24\u5904\u4fee\u6539 \u2014\u2014 \u89c1\u300a\u6700\u7ec8\u7248\u5904\u7406\u5b8c\u6210\u7bc7\u300b\u3002<\/p>\n

      \n

      \u9644\u5f55：\u672c\u8f6e\u7528\u5230\u7684\u547d\u4ee4\u901f\u67e5<\/h3>\n

      # —- \u65f6\u533a\u5bf9\u9f50 —-<\/span>
      \n# \u5bb9\u5668\u5185\u786e\u8ba4<\/span>
      \ndate<\/span>;<\/span> cat<\/span> \/etc\/localtime
      \n# \u5bbf\u4e3b\u673a\u786e\u8ba4<\/span>
      \ntimedatectl<\/p>\n

      # —- RoCE \u94fe\u8def\u72b6\u6001\u4e0e\u8ba1\u6570\u5668 —-<\/span>
      \nhccn_tool -i<\/span> 0<\/span> -stat<\/span> -g<\/span>
      \nhccn_tool -i<\/span> 6<\/span> -stat<\/span> -g<\/span>
      \nhccn_tool -i<\/span> 6<\/span> -link<\/span> -g<\/span><\/p>\n

      # \u5173\u6ce8\u8fd9\u51e0\u4e2a\u5b57\u6bb5\u662f\u5426\u975e 0：<\/span>
      \n# mac_rx_fcs_err_pkt_num<\/span>
      \n# roce_rx_err_pkt_num \/ roce_tx_err_pkt_num<\/span>
      \n# roce_qp_status_err_num<\/span>
      \n# roce_new_pkt_rty_num \/ roce_out_of_order_num<\/span><\/p>\n

      # —- PFC \/ \u62e5\u585e —-<\/span>
      \nhccn_tool -i<\/span> 0<\/span> -pfc<\/span> -g<\/span>
      \n# mac_tx_pfc_pkt_num \/ mac_tx_mac_pause_num \/ rx_full_drop_cnt \u5e94\u5168\u4e3a 0<\/span><\/p>\n

      # —- \u4e1a\u52a1\u7f51\u8fde\u901a\u6027\u538b\u529b\u6d4b\u8bd5 —-<\/span>
      \nping<\/span> -f<\/span> -c<\/span> 200000<\/span> 10.10<\/span>.10.2<\/p>\n

      # —- \u901a\u4fe1\u57df\u6cc4\u6f0f\u6392\u67e5 —-<\/span>
      \ngrep<\/span> -c<\/span> "HcclCommInit"<\/span> ~\/ascend\/log\/plog\/*.log
      \ngrep<\/span> -c<\/span> "HcclCommDestroy"<\/span> ~\/ascend\/log\/plog\/*.log<\/p>\n

      # —- \u9519\u8bef\u94fe\u5173\u952e\u5b57 —-<\/span>
      \ngrep<\/span> -n<\/span> "HcclCommPrepare"<\/span> ~\/ascend\/log\/plog\/*.log
      \ngrep<\/span> -n<\/span> "103901\\\\|DoConnect"<\/span> \/path\/to\/serve.log
      \ngrep<\/span> -n<\/span> "Mooncake transfer failed"<\/span> \/path\/to\/serve.log<\/p>\n

      # —- \u4ee3\u7406\u65e5\u5fd7\u91cc\u7684\u5931\u8d25\u7edf\u8ba1 —-<\/span>
      \ngrep<\/span> -c<\/span> "Error occurred in disagg prefill proxy server"<\/span> proxy.log
      \ngrep<\/span> -c<\/span> "All connection attempts failed"<\/span> proxy.log
      \ngrep<\/span> -oE<\/span> '" [0-9]{3} '<\/span> proxy.log |<\/span> sort<\/span> |<\/span> uniq<\/span> -c<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

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