k8s发布推理任务pod显示Allocate failed due to rpc error: code = Unknown desc = not get valid pod,
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k8s发布推理任务pod显示Allocate failed due to rpc error: code = Unknown desc = not get valid pod,
t('forum.solved') 已解决
发表于2025-03-16 00:11:39
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问题

在Atlas 300I Duo 上用K8S集成docker发布MindIE模型推理任务,describe pod回显:

Warning  UnexpectedAdmissionError  17m   kubelet  Allocate failed due to rpc error: code = Unknown desc = not get valid pod, which is unexpected

各部分版本:

MindIE:1.0.0 | npu driver:24.0.1 | CANN 8.0.0 | Ascend Docker Runtime 6.0.0 | Ascend Device Plugin 6.0.0 | volcano 1.7.0 | Ascend Operator 6.0.0| kubelet kubectl kubeadm 1.23.2

deployment yaml

labels:
        app: qwen-7b-onecard
    spec:
      nodeName: master-118
      schedulerName: volcano
      containers:
      - name: qwen-7b-onecard
        image: mindie:1.0.0-300I-Duo-py311-openeuler24-onecard
        imagePullPolicy: IfNotPresent
        ports:
        - containerPort: 8080
        volumeMounts:
        - name: model
          mountPath: /mnt/models
        resources:
          requests:
            huawei.com/Ascend310P: 1
          limits:
            huawei.com/Ascend310P: 1
      volumes:
      - name: model
        hostPath:
          path: /opt/bcc/storage2/5/模型仓库/DeepSeek-R1-Distill-Qwen-7B
          type: DirectoryOrCreate


组件日志

Ascend Device Plugin

[INFO]     2025/03/15 16:00:55.487724 32998   server/plugin.go:800    request: []string{"Ascend310P-0"}
[WARN]     2025/03/15 16:00:55.488872 32998   server/plugin.go:711    no pod passed the filter, request device: [Ascend310P-0], retry: 0
[WARN]     2025/03/15 16:00:56.490498 32998   server/plugin.go:711    no pod passed the filter, request device: [Ascend310P-0], retry: 1
[WARN]     2025/03/15 16:00:57.500828 32998   server/plugin.go:711    no pod passed the filter, request device: [Ascend310P-0], retry: 2
[ERROR]    2025/03/15 16:00:58.501357 32998   server/plugin.go:808    not get valid pod
[INFO]     2025/03/15 16:00:58.522327 65      kubeclient/kube_cache.go:117    pod(default/qwen-7b-onecard-5679bb6895-nhwn6) is update to cache
[INFO]     2025/03/15 16:00:58.529361 65      kubeclient/kube_cache.go:117    pod(default/qwen-7b-onecard-5679bb6895-nhwn6) is update to cache
[INFO]     2025/03/15 16:00:58.529535 65      kubeclient/kube_cache.go:117    pod(default/qwen-7b-onecard-5679bb6895-htz8l) is add to cache
[INFO]     2025/03/15 16:00:58.536507 65      kubeclient/kube_cache.go:117    pod(default/qwen-7b-onecard-5679bb6895-htz8l) is update to cache
[WARN]     2025/03/15 16:00:58.568055 33000   device/ascendcommon.go:577    get device ip failed, err: get device IP address failed, cardID(32768), deviceID(0), error code: -8255
[WARN]     2025/03/15 16:00:58.569229 33000   device/ascendcommon.go:577    get device ip failed, err: get device IP address failed, cardID(32768), deviceID(1), error code: -8255
[INFO]     2025/03/15 16:00:58.569582 33000   server/plugin.go:800    request: []string{"Ascend310P-0"}
[WARN]     2025/03/15 16:00:58.571020 33000   server/plugin.go:711    no pod passed the filter, request device: [Ascend310P-0], retry: 0
[WARN]     2025/03/15 16:00:59.573265 33000   server/plugin.go:711    no pod passed the filter, request device: [Ascend310P-0], retry: 1
[INFO]     2025/03/15 16:01:00.487885 65      kubeclient/kube_cache.go:117    pod(default/qwen-7b-onecard-5679bb6895-nhwn6) is update to cache

Volcano scheduler

I0315 23:59:25.975966       1 reschedule.go:153] job default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2 requires npu 1 and selector len is 0 is illegal, skip
I0315 23:59:26.999875       1 reschedule.go:153] job default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2 requires npu 1 and selector len is 0 is illegal, skip
W0315 23:59:27.457367       1 node_info.go:480] failed to find task <default/qwen-7b-onecard-5679bb6895-vrs8x> on host <master-118>
I0315 23:59:28.032114       1 reschedule.go:153] job default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2 requires npu 1 and selector len is 0 is illegal, skip
I0315 23:59:29.062917       1 reschedule.go:153] job default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2 requires npu 1 and selector len is 0 is illegal, skip
W0315 23:59:29.441918       1 node_info.go:480] failed to find task <default/qwen-7b-onecard-5679bb6895-vrs8x> on host <master-118>
I0315 23:59:30.090653       1 reschedule.go:153] job default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2 requires npu 1 and selector len is 0 is illegal, skip
W0315 23:59:30.618937       1 node_info.go:480] failed to find task <default/qwen-7b-onecard-5679bb6895-77zjv> on host <master-118>
I0315 23:59:31.113046       1 reschedule.go:153] job default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2 requires npu 1 and selector len is 0 is illegal, skip
I0315 23:59:32.144810       1 reschedule.go:153] job default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2 requires npu 1 and selector len is 0 is illegal, skip
W0315 23:59:32.478186       1 node_info.go:480] failed to find task <default/qwen-7b-onecard-5679bb6895-77zjv> on host <master-118>
I0315 23:59:33.171198       1 reschedule.go:153] job default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2 requires npu 1 and selector len is 0 is illegal, skip

Volcano-controller

I0315 23:40:54.028904       1 queue_controller.go:230] Queue  has been deleted.
I0315 23:40:54.028912       1 queue_controller.go:224] Finished syncing queue  (21.6µs).
I0315 23:54:12.992863       1 job_controller.go:320] Try to handle request <Queue: , Job: default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2, Task:, Event:, ExitCode:0, Action:, JobVersion: 0>
E0315 23:54:12.992901       1 job_controller.go:325] Failed to get job by <Queue: , Job: default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2, Task:, Event:, ExitCode:0, Action:, JobVersion: 0> from cache: failed to find job <default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2>
I0315 23:54:12.993038       1 queue_controller.go:230] Queue  has been deleted.
I0315 23:54:12.993055       1 queue_controller.go:224] Finished syncing queue  (55.71µs).
I0315 23:54:14.019966       1 job_controller.go:320] Try to handle request <Queue: , Job: default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2, Task:, Event:, ExitCode:0, Action:, JobVersion: 0>
E0315 23:54:14.019988       1 job_controller.go:325] Failed to get job by <Queue: , Job: default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2, Task:, Event:, ExitCode:0, Action:, JobVersion: 0> from cache: failed to find job <default/podgroup-2df1a117-9ebb-4fbe-89a7-013f82f393c2>
I0315 23:54:14.020251       1 queue_controller.go:230] Queue  has been deleted.
I0315 23:54:14.020266       1 queue_controller.go:224] Finished syncing queue  (45.131µs).

Ascend-Operator

[INFO]     2025/03/15 19:00:57.433522 766     v1/pod.go:176    generating rank table for job qwen-7b-onecard
[WARN]     2025/03/15 19:00:57.433630 766     v1/pod.go:179    rank table generator not found for job qwen-7b-onecard
[INFO]     2025/03/15 19:00:57.439554 766     v1/pod.go:176    generating rank table for job qwen-7b-onecard
[WARN]     2025/03/15 19:00:57.439619 766     v1/pod.go:179    rank table generator not found for job qwen-7b-onecard
[INFO]     2025/03/15 19:01:00.474351 766     v1/pod.go:176    generating rank table for job qwen-7b-onecard
[WARN]     2025/03/15 19:01:00.474431 766     v1/pod.go:179    rank table generator not found for job qwen-7b-onecard
[INFO]     2025/03/15 19:01:00.479404 766     v1/pod.go:176    generating rank table for job qwen-7b-onecard
[WARN]     2025/03/15 19:01:00.479459 766     v1/pod.go:179    rank table generator not found for job qwen-7b-onecard
[INFO]     2025/03/15 19:01:05.524293 766     v1/pod.go:176    generating rank table for job qwen-7b-onecard
[WARN]     2025/03/15 19:01:05.524365 766     v1/pod.go:179    rank table generator not found for job qwen-7b-onecard

集群pod一览

cert-manager     cert-manager-656485dff7-vpp8n                1/1     Running   2 (8d ago)         10d
cert-manager     cert-manager-cainjector-5dcf8bb996-vcjjr     1/1     Running   28 (5h12m ago)     10d
cert-manager     cert-manager-webhook-5f5956c8c8-c6hh2        1/1     Running   0                  10d
gpu-system       gpu-agent-d6lhw                              1/1     Running   0                  10d
gpu-system       gpu-agent-js2ks                              1/1     Running   6 (5h15m ago)      5d14h
gpu-system       gpu-controller-56c7c855b9-p9zrd              1/1     Running   0                  8d
gpu-system       mongodb-6d4f8df9f8-ctd2f                     1/1     Running   0                  8d
ingress-nginx    nginx-ingress-controller-7688b8f6cb-tcg48    0/1     Pending   0                  8d
kserve           kserve-controller-manager-6b6b9f47d9-htf74   2/2     Running   37 (5h13m ago)     10d
kube-system      ascend-device-plugin3-daemonset-310p-kxbtp   1/1     Running   1 (5h15m ago)      2d13h
kube-system      coredns-686b494db5-2pkb9                     1/1     Running   0                  8d
kube-system      coredns-686b494db5-h4xjw                     1/1     Running   0                  8d
kube-system      csi-nfs-controller-756cf96b57-hvlvq          3/3     Running   11 (5h14m ago)     8d
kube-system      csi-nfs-node-74q4h                           3/3     Running   25 (5h15m ago)     8d
kube-system      csi-nfs-node-cj6tk                           3/3     Running   5 (10d ago)        18d
kube-system      etcd-master-118                              1/1     Running   28 (5h15m ago)     8d
kube-system      fabric-node-8czgk                            2/2     Running   26 (5h12m ago)     8d
kube-system      fabric-node-lmnnb                            2/2     Running   4 (10d ago)        18d
kube-system      fabric-ovs-qbjmg                             1/1     Running   8 (5h15m ago)      8d
kube-system      fabric-ovs-s6knn                             1/1     Running   2 (10d ago)        18d
kube-system      kube-apiserver-master-118                    1/1     Running   31 (5h15m ago)     8d
kube-system      kube-controller-manager-master-118           1/1     Running   31 (5h15m ago)     8d
kube-system      kube-scheduler-master-118                    1/1     Running   28 (5h15m ago)     8d
kube-system      minio-8598d4ccd4-jm5mz                       1/1     Running   0                  8d
kube-system      plumber-c65b46bd6-9sgzc                      1/1     Running   0                  8d
kube-system      postgres-86c6f5ccbb-9tcbd                    1/1     Running   0                  8d
kubeflow         katib-controller-d676d5b9d-9dcfl             1/1     Running   0                  10d
kubeflow         katib-db-manager-68775c8d9c-84zzv            1/1     Running   2943 (3m44s ago)   10d
kubeflow         katib-mysql-6bcf5c9967-25npf                 1/1     Running   0                  8d
kubeflow         katib-ui-6648d5db5f-58zm4                    1/1     Running   0                  10d
kubeflow         workflow-controller-9cbb9f8f6-gzxbm          1/1     Running   38 (5h12m ago)     10d
mindx-dl         ascend-operator-manager-7c579bb84-gf42m      1/1     Running   0                  5h6m
monitoring       alertmanager-main-0                          2/2     Running   0                  10d
monitoring       blackbox-exporter-b684f7576-q2xgq            3/3     Running   0                  8d
monitoring       generic-exporter-5b59f8d9f-7ql2b             1/1     Running   0                  8d
monitoring       grafana-68d4cf5b7c-pn87z                     1/1     Running   0                  8d
monitoring       kube-state-metrics-666b8ff589-nqbpl          3/3     Running   0                  8d
monitoring       node-exporter-2kw2m                          2/2     Running   16 (5h15m ago)     8d
monitoring       node-exporter-76sn7                          2/2     Running   3 (10d ago)        18d
monitoring       prometheus-adapter-76787cdc9f-2vvl9          1/1     Running   0                  8d
monitoring       prometheus-adapter-76787cdc9f-6kk58          1/1     Running   0                  8d
monitoring       prometheus-k8s-0                             2/2     Running   0                  10d
monitoring       prometheus-operator-84867fc854-k95zn         2/2     Running   0                  8d
volcano-system   volcano-controllers-775d844f8d-jgjnh         1/1     Running   1 (5h15m ago)      11h
volcano-system   volcano-scheduler-6d6d6d65fb-c22z4           1/1     Running   1 (5h15m ago)      11h

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