TFJob TensorFlow

Reference documentation for TFJob

Packages:

kubeflow.org

Package v1beta2 is the v1beta2 version of the API.

Resource Types:

TFJob

TFJob represents the configuration of signal TFJob

Field Description
apiVersion
string
kubeflow.org/v1beta2
kind
string
TFJob
metadata
Kubernetes meta/v1.ObjectMeta

Standard object’s metadata.

Refer to the Kubernetes API documentation for the fields of the metadata field.
spec
TFJobSpec

Specification of the desired behavior of the TFJob.



activeDeadlineSeconds
int64
(Optional)

Specifies the duration in seconds relative to the startTime that the job may be active before the system tries to terminate it; value must be positive integer. This method applies only to pods with restartPolicy == OnFailure or Always.

backoffLimit
int32
(Optional)

Optional number of retries before marking this job failed.

cleanPodPolicy
common/v1beta2.CleanPodPolicy

CleanPodPolicy defines the policy to kill pods after TFJob is succeeded. Default to Running.

ttlSecondsAfterFinished
int32

TTLSecondsAfterFinished is the TTL to clean up tf-jobs (temporary before kubernetes adds the cleanup controller). It may take extra ReconcilePeriod seconds for the cleanup, since reconcile gets called periodically. Default to infinite.

tfReplicaSpecs
map[github.com/kubeflow/tf-operator/pkg/apis/tensorflow/v1beta2.TFReplicaType]*github.com/kubeflow/tf-operator/pkg/apis/common/v1beta2.ReplicaSpec

TFReplicaSpecs is map of TFReplicaType and ReplicaSpec specifies the TF replicas to run. For example, { “PS”: ReplicaSpec, “Worker”: ReplicaSpec, }

status
common/v1beta2.JobStatus

Most recently observed status of the TFJob. This data may not be up to date. Populated by the system. Read-only.

TFJobSpec

(Appears on: TFJob)

TFJobSpec is a desired state description of the TFJob.

Field Description
activeDeadlineSeconds
int64
(Optional)

Specifies the duration in seconds relative to the startTime that the job may be active before the system tries to terminate it; value must be positive integer. This method applies only to pods with restartPolicy == OnFailure or Always.

backoffLimit
int32
(Optional)

Optional number of retries before marking this job failed.

cleanPodPolicy
common/v1beta2.CleanPodPolicy

CleanPodPolicy defines the policy to kill pods after TFJob is succeeded. Default to Running.

ttlSecondsAfterFinished
int32

TTLSecondsAfterFinished is the TTL to clean up tf-jobs (temporary before kubernetes adds the cleanup controller). It may take extra ReconcilePeriod seconds for the cleanup, since reconcile gets called periodically. Default to infinite.

tfReplicaSpecs
map[github.com/kubeflow/tf-operator/pkg/apis/tensorflow/v1beta2.TFReplicaType]*github.com/kubeflow/tf-operator/pkg/apis/common/v1beta2.ReplicaSpec

TFReplicaSpecs is map of TFReplicaType and ReplicaSpec specifies the TF replicas to run. For example, { “PS”: ReplicaSpec, “Worker”: ReplicaSpec, }

TFReplicaType (string alias)

TFReplicaType is the type for TFReplica.


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