Cannot running tfjob pod

[Chris-Paul-Li]

I cannot link gci ,so i find docker pull cschen/tf-mnist-with-summaries from dockerhub.
But my tfjob pod status is "CrashLoopBackOff" ,and describe is "Error syncing pod",and logs is "python: can't open file '/root/kubeflow/mnist-with-summaries.py': [Errno 2] No such file or directory"

The contents of other documents are the same as the examples.

my tf_job_mnist.yaml
apiVersion: "kubeflow.org/v1beta1"
kind: "TFJob"
metadata:
name: "mnist"
namespace: kubeflow
spec:
cleanPodPolicy: None
tfReplicaSpecs:
Worker:
replicas: 1
restartPolicy: OnFailure
template:
spec:
containers:
- name: tensorflow
image: cschen/tf-mnist-with-summaries
command:
- "python"
- "/root/kubeflow/mnist-with-summaries.py"
- "--log_dir=/train"
- "--learning_rate=0.01"
- "--batch_size=150"
volumeMounts:
- mountPath: "/train"
name: tfevent-volume
volumes:
- name: tfevent-volume
persistentVolumeClaim:
claimName: "tfevent-volume"

kubectl -n kubeflow get pods
**mnist-worker-0 0/1 CrashLoopBackOff 2 1m
**

kubectl -n kubeflow describe pod mnist-worker -0
**Events:
Type Reason Age From Message

---

Normal Scheduled 3m default-scheduler Successfully assigned mnist-worker-0 to k8s-node-vm8o4o-ev15h9pjqd
Normal SuccessfulMountVolume 3m kubelet, k8s-node-vm8o4o-ev15h9pjqd MountVolume.SetUp succeeded for volume "default-token-pt7pz"
Normal SuccessfulMountVolume 3m kubelet, k8s-node-vm8o4o-ev15h9pjqd MountVolume.SetUp succeeded for volume "tfevent-volume"
Normal Pulled 2m (x3 over 2m) kubelet, k8s-node-vm8o4o-ev15h9pjqd Successfully pulled image "cschen/tf-mnist-with-summaries"
Normal Created 2m (x3 over 2m) kubelet, k8s-node-vm8o4o-ev15h9pjqd Created container
Normal Started 2m (x3 over 2m) kubelet, k8s-node-vm8o4o-ev15h9pjqd Started container
Warning BackOff 2m (x5 over 2m) kubelet, k8s-node-vm8o4o-ev15h9pjqd Back-off restarting failed container
Warning FailedSync 2m (x5 over 2m) kubelet, k8s-node-vm8o4o-ev15h9pjqd Error syncing pod
Normal Pulling 2m (x4 over 3m) kubelet, k8s-node-vm8o4o-ev15h9pjqd pulling image "cschen/tf-mnist-with-summaries"
**

kubectl -n kubeflow logs pod/mnist-worker-0
python: can't open file '/root/kubeflow/mnist-with-summaries.py': [Errno 2] No such file or directory

kubectl -n kubeflow describe tfjob mnist
**Events:
Type Reason Age From Message

---

Normal SuccessfulCreatePod 7m tf-operator Created pod: mnist-worker-0
Normal SuccessfulCreateService 7m tf-operator Created service: mnist-worker-0
Normal ExitedWithCode 1m (x10 over 7m) tf-operator Pod: kubeflow.mnist-worker-0 exited with code 2**

kubectl -n kubeflow logs tfjob/mnist
error: no kind "TFJob" is registered for version "kubeflow.org/v1beta1"

[gaocegege]

Does cschen/tf-mnist-with-summaries contain the file /root/kubeflow/mnist-with-summaries.py?

[ChanYiLin]

I suggest to build your own docker image using our examples/v1beta1/dist-mnist