重新跑了遍，task id变了，把aclgraph的kernel dump下来了，对应task_id=485应该是卡在MoeDistributeDispatchV2
pangu 505B decode 在 ACLGraph replay 尚未结束 时，图外另一条流上 eager 的 EventRecord/Wait（采样多流）与图内执行并发，导致图内 EVENT_WAIT 超时；即使关闭图 capture 内的多流旁路，仅保留图模式 + 采样多流仍可复现，ASCEND_LAUNCH_BLOCKING=1 可规避。
【任务】从本次 hang 的 INFO/debug plog 提取「超时瞬间哪条流停在哪个 AIV kernel」，再用本机 ACLGraph debug_dump JSON 查出算子名。
禁止：用其它 hang/profiling 的 task_id；把 507011 / memcpy / Python dummy 当卡住点；结论沿用其它机器编号。
==================================================
一、方法（思考过程）
-
只搜特征关键字，不搜写死 task_id：
PrintStreamTimeoutSnapshotInfo
ProcessStarsWaitTimeoutErrorInfo
Real fault task
AclmdlRIExecuteAsync -
超时快照才是卡住的计算：
PrintStreamTimeoutSnapshotInfo: stream_id=?, task_id=?, taskType=66 (KERNEL_AIVEC)
→ wait 超时瞬间 device 交过来的「该流当前 SQ 头」
→ KERNEL_AIVEC 那一行 = 本流停住、还没执行完的 AIV kernel
同段 snapshot 里默认流 NOTIFY_WAIT = 图结束屏障，配套行，不是这个 AIV kernel
Real fault 的 EVENT_WAIT = 150s 计时打在 wait 上，用来确认同一次 hang，不是卡住的计算 -
用本 hang 填出的 Stream Id + Task Id 去搜 JSON（chrome-trace）：
args["Stream Id"] / args["Task Id"] / args["Task Type"] / name / args["ExtendInfo"]
多张 json：优先 pid 对齐、1-token decode、与 timeout 近的文件；对不上就每张都搜
对不上就写「对不上」，不用另一份 profile 猜算子名 -
本 hang 16 个 rank 的 KERNEL_AIVEC 编号一致，选一条「快照 + 150s timeout + Real fault + model_id」最完整的原文：
rank4 / pid 13326 / plog-13326_20260819104342069.log
（其它 rank 同 stream_id=120, task_id=146；rank0 最早超时但该文件无 Real fault 行）
==================================================
二、plog 抽出的卡住 kernel（全部本机原文编号）
KERNEL_AIVEC（卡住的计算）：
stream_id=120, task_id=146, taskType=66 (KERNEL_AIVEC)
同段 snapshot 其它行（rank4 这段只有这两条任务）：
stream_id=3, task_id=43036, taskType=14 (NOTIFY_WAIT), NotifyId=362
→ 默认流图结束屏障，不是 AIV kernel
event wait timeout（确认同一次 hang，150s 打在 wait 上）：
stream_id:121, sq_id:121, task_id:88, event_id=130, timeout=150s
Real fault：
device_id=4, stream_id=121, task_id=88, type=3[EVENT_WAIT]
同段：model execute task failed ... model_id=0, first_task_id=0
对应 ExecuteAsync（timeout 前最后一次，且紧挨 model_id=0）：
时间戳 2026-08-19-10:43:43.810.331
modelRI=0x923d8e90, stream=0x5c4ab8b0
下一行：capture model execute, model_id=0!
hang 时刻：2026-08-19-10:46:33.086（约 150s wait）
snapshot 无其它 KERNEL_*，主查 KERNEL_AIVEC。
16 rank 全部：stream_id=120, task_id=146, taskType=66 (KERNEL_AIVEC)
【plog 原文】
[ERROR] RUNTIME(13326,ker_DP4_EP4):2026-08-19-10:46:33.086.306 [device_error_proc.cc:1497]13484 PrintStreamTimeoutSnapshotInfo:stream_id=3, task_id=43036, taskType=14 (NOTIFY_WAIT), NotifyId=362.
[ERROR] RUNTIME(13326,ker_DP4_EP4):2026-08-19-10:46:33.086.312 [device_error_proc.cc:1497]13484 PrintStreamTimeoutSnapshotInfo:stream_id=120, task_id=146, taskType=66 (KERNEL_AIVEC).
[ERROR] RUNTIME(13326,ker_DP4_EP4):2026-08-19-10:46:33.086.997 [device_error_proc.cc:1591]13484 ProcessStarsWaitTimeoutErrorInfo:The error from device(chipId:2, dieId:0), serial number is 104, event wait timeout occurred during task execution, stream_id:121, sq_id:121, task_id:88, event_id=130, timeout=150s.
[ERROR] RUNTIME(13326,ker_DP4_EP4):2026-08-19-10:46:33.092.466 [model_execute_task_info.cc:570]13484 ReportErrorInfoForModelExecuteTask:Real fault task, device_id=4, stream_id=121, task_id=88, type=3[EVENT_WAIT].
[INFO] APP(13326,ker_DP4_EP4):2026-08-19-10:43:43.810.331 503 AclInterface.cpp:AclmdlRIExecuteAsync:1086: "[PTA]:[ACL CALL] aclmdlRIExecuteAsync(modelRI=0x923d8e90, stream=0x5c4ab8b0)"
==================================================
三、debug_dump 给这个 kernel 起名
检索键：本 hang 的 Stream Id=120 + Task Id=146（不用其它 hang 的编号）
结果：
- aclgraph_2 / 3 / 4：没有 Stream Id=120，也没有 Task Id=146 → 对不上（这些图 stream 在 123–128，节点很少）
- aclgraph_1（tokens16 decode，Model Id=0，16 张 rank 全中）：Stream Id=120 AND Task Id=146 命中
- error 行 model_id=0 与 aclgraph_1 的 Model Id=0 对齐，所以用 aclgraph_1，不用更靠后的 aclgraph_4 猜
命中文件：
debug_dump/aclgraph_1_FULL_tokens16_reqs4_wid281453563864912_gid281453503176464_rank4_pid13326.json
（同 Stream/Task 在 16 张 aclgraph_1 上 name/Task Type 相同，含 rank0 pid13317）
【JSON 命中原文】
name = MoeDistributeDispatchV2_e3e2549baf4795bf56c350e970d2218a_1092
pid = "13326 aclGraph"
tid = "stream120"
args:
Model Id = 0
Stream Id = 120
Task Id = 146
Task Type = KERNEL_MIX_AIV
Numblocks = 48
Task Ration = 0
Schem Mode = 1
Kernel Args Size = 1424
ExtendInfo = 无此字段
类型对照（如实记录，未改编号去凑 KERNEL_AIVEC）：
plog snapshot : taskType=66 (KERNEL_AIVEC)
JSON dump : Task Type=KERNEL_MIX_AIV（Task Ration=0，AIV 侧 mix kernel）
Stream Id / Task Id 对得上；字面 Task Type 不完全相同。
该流（stream120）task 146 前后各 8 个节点：
138 KERNEL_AIVEC DynamicQuant_bf16_c1_high_performance_10
139 KERNEL_MIX_AIC QuantBatchMatmulV3_ND_NZ_int8_int8_bf16_high_performance_24
140 EVENT_WAIT EVENT_WAIT_125
141 KERNEL_AIVEC AiInfraMhcSandwichNormPostPreonly_696bf28215989e3ffddec2bd648be44d_0
142 EVENT_RECORD EVENT_RECORD_127
143 EVENT_RECORD EVENT_RECORD_126
144 KERNEL_AICORE MatMulV2_ND_ND_FP32_FP32_false_true_all_66115
145 KERNEL_AIVEC MoeGatingTopK_81369a2fa0455f39b5d19d432d261f57_1
146 KERNEL_MIX_AIV MoeDistributeDispatchV2_e3e2549baf4795bf56c350e970d2218a_1092 ← HIT
147 KERNEL_MIX_AIC GroupedMatmul_5967203db3251f8c07edb4f78a237797_335741442
148 KERNEL_AIVEC OnesLike_5c5e58e043224cccf51a06108010ae13_high_performance_210000000
149 KERNEL_AIVEC DequantSwigluQuant_int32_high_performance_100000000
150 KERNEL_MIX_AIC GroupedMatmul_b9ca047e4205cc387cd7ee5c1b2ba7a0_34697052674
151 KERNEL_MIX_AIV MoeDistributeCombineV2_37d3570b1cb4463a4348af4b433cf23c_32
152 EVENT_WAIT EVENT_WAIT_129
153 KERNEL_AIVEC Add_ce3d1ff8ba23a0bcb292da3577c1625d_high_performance_210000000
154 EVENT_WAIT EVENT_WAIT_128
未采用（避免误判）：
- stream121 / Task Id=146 的 AiInfraMhcPreSplitPostRes（KERNEL_AIVEC）→ 流号不是本 hang 的 120
- Real fault 的 stream 121 task 88 EVENT_WAIT → 是 wait，不是卡住的 AIV kernel
- aclgraph_4 等后捕获图 → Stream/Task 对不上
- 507011 / memcpy / dummy 栈
==================================================
四、结论（只交这些）
-
stream 120 停在 task 146 = MoeDistributeDispatchV2_e3e2549baf4795bf56c350e970d2218a_1092，Task Type=KERNEL_MIX_AIV（plog 快照为 KERNEL_AIVEC / type=66）。
-
卡住点是 snapshot 的 KERNEL_AIVEC（stream 120 / task 146），不是 NOTIFY_WAIT，也不是 Real fault 的 EVENT_WAIT。
-
图对齐：model_id=0 ↔ aclgraph_1；aclgraph_2/3/4 对不上本机 Stream 120 / Task 146。
DUMP=debug_dump/aclgraph_1_FULL_tokens16_reqs4_wid281453563864912_gid281453503176464_rank4_pid13326.json
DUMP=debug_dump/aclgraph_1_FULL_tokens16_reqs4_wid281453563864912_gid281453503176464_rank4_pid13326.json
jq -r '
.[]
| select(
((.name // "") | test("^EVENT_(RECORD|WAIT|RESET)_130(DUMP"
jq -r '.[] | select((.name // "") | test("(^EVENT_(RECORD|WAIT|RESET)130($|))|MoeDistributeDispatchV2")) | [.args["Stream Id"], .args["Task Id"], .ts, .args["Task Type"], .name] | @tsv' debug_dump/aclgraph_1_FULL_tokens16_reqs4_wid281453563864912_gid281453503176464_rank4_pid13326.json
grep -nE 'EVENT_(RECORD|WAIT|RESET)_130([^0-9]|$)|MoeDistributeDispatchV2'
debug_dump/aclgraph_1_FULL_tokens16_reqs4_wid281453563864912_gid281453503176464_rank4_pid13326.json
grep -nHE 'EVENT_(RECORD|WAIT|RESET)130([^0-9]|$)|MoeDistributeDispatchV2'
debug_dump/aclgraph_1*.json
grep -nE 'EVENT_(RECORD|WAIT|RESET)_130([^0-9]|$)|MoeDistributeDispatchV2' \
aclgraph_1_FULL_tokens16_reqs4_wid281453563864912_gid281453503176464_rank4_pid13326.json
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