Katib official release v0.16.0-rc.0

examples/v1beta1/argo/argo-workflow.yaml

@@ -76,7 +76,7 @@ spec:
                 - name: num-examples
             container:
               name: model-training
-              image: docker.io/kubeflowkatib/mxnet-mnist:latest
+              image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
               command:
                 - "python3"
                 - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/early-stopping/median-stop-with-json-format.yaml

@@ -62,7 +62,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/pytorch-mnist/mnist.py"

examples/v1beta1/early-stopping/median-stop.yaml

@@ -54,7 +54,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/hp-tuning/bayesian-optimization.yaml

@@ -57,7 +57,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/hp-tuning/cma-es.yaml

@@ -57,7 +57,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/hp-tuning/grid.yaml

@@ -55,7 +55,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/hp-tuning/hyperband.yaml

@@ -69,7 +69,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/hp-tuning/multivariate-tpe.yaml

@@ -54,7 +54,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/hp-tuning/random.yaml

@@ -54,7 +54,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/hp-tuning/simple-pbt.yaml

@@ -43,7 +43,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/simple-pbt:latest
+                image: docker.io/kubeflowkatib/simple-pbt:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/pbt/pbt_test.py"

examples/v1beta1/hp-tuning/sobol.yaml

@@ -54,7 +54,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/hp-tuning/tpe.yaml

@@ -54,7 +54,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/kubeflow-training-operator/pytorchjob-mnist.yaml

@@ -46,7 +46,7 @@ spec:
               spec:
                 containers:
                   - name: pytorch
-                    image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                    image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.0
                     command:
                       - "python3"
                       - "/opt/pytorch-mnist/mnist.py"
@@ -61,7 +61,7 @@ spec:
               spec:
                 containers:
                   - name: pytorch
-                    image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                    image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.0
                     command:
                       - "python3"
                       - "/opt/pytorch-mnist/mnist.py"

examples/v1beta1/kubeflow-training-operator/tfjob-mnist-with-summaries.yaml

@@ -56,7 +56,7 @@ spec:
               spec:
                 containers:
                   - name: tensorflow
-                    image: docker.io/kubeflowkatib/tf-mnist-with-summaries:latest
+                    image: docker.io/kubeflowkatib/tf-mnist-with-summaries:v0.16.0-rc.0
                     command:
                       - "python"
                       - "/opt/tf-mnist-with-summaries/mnist.py"

examples/v1beta1/metrics-collector/custom-metrics-collector.yaml

@@ -67,7 +67,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/pytorch-mnist/mnist.py"

examples/v1beta1/metrics-collector/file-metrics-collector-with-json-format.yaml

@@ -52,7 +52,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/pytorch-mnist/mnist.py"

examples/v1beta1/metrics-collector/file-metrics-collector.yaml

@@ -54,7 +54,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/pytorch-mnist/mnist.py"

examples/v1beta1/metrics-collector/metrics-collection-strategy.yaml

@@ -59,7 +59,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/nas/darts-cpu.yaml

@@ -60,7 +60,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/darts-cnn-cifar10-cpu:latest
+                image: docker.io/kubeflowkatib/darts-cnn-cifar10-cpu:v0.16.0-rc.0
                 command:
                   - python3
                   - run_trial.py

examples/v1beta1/nas/darts-gpu.yaml

@@ -77,7 +77,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/darts-cnn-cifar10-gpu:latest
+                image: docker.io/kubeflowkatib/darts-cnn-cifar10-gpu:v0.16.0-rc.0
                 command:
                   - python3
                   - run_trial.py

examples/v1beta1/nas/enas-cpu.yaml

@@ -139,7 +139,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/enas-cnn-cifar10-cpu:latest
+                image: docker.io/kubeflowkatib/enas-cnn-cifar10-cpu:v0.16.0-rc.0
                 command:
                   - python3
                   - -u

examples/v1beta1/nas/enas-gpu.yaml

@@ -136,7 +136,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/enas-cnn-cifar10-gpu:latest
+                image: docker.io/kubeflowkatib/enas-cnn-cifar10-gpu:v0.16.0-rc.0
                 command:
                   - python3
                   - -u

examples/v1beta1/resume-experiment/from-volume-resume.yaml

@@ -55,7 +55,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/resume-experiment/long-running-resume.yaml

@@ -55,7 +55,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/tekton/pipeline-run.yaml

@@ -89,7 +89,7 @@ spec:
                     description: Number of training examples
                 steps:
                   - name: model-training
-                    image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                    image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                     command:
                       - "python3"
                       - "/opt/mxnet-mnist/mnist.py"

examples/v1beta1/trial-template/trial-metadata-substitution.yaml

@@ -60,7 +60,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

manifests/v1beta1/components/controller/trial-templates.yaml

@@ -15,7 +15,7 @@ data:
         spec:
           containers:
             - name: training-container
-              image: docker.io/kubeflowkatib/mxnet-mnist:latest
+              image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
               command:
                 - "python3"
                 - "/opt/mxnet-mnist/mnist.py"
@@ -33,7 +33,7 @@ data:
         spec:
           containers:
             - name: training-container
-              image: docker.io/kubeflowkatib/enas-cnn-cifar10-cpu:latest
+              image: docker.io/kubeflowkatib/enas-cnn-cifar10-cpu:v0.16.0-rc.0
               command:
                 - python3
                 - -u
@@ -54,7 +54,7 @@ data:
             spec:
               containers:
                 - name: pytorch
-                  image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                  image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.0
                   command:
                     - "python3"
                     - "/opt/pytorch-mnist/mnist.py"
@@ -68,7 +68,7 @@ data:
             spec:
               containers:
                 - name: pytorch
-                  image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                  image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.0
                   command:
                     - "python3"
                     - "/opt/pytorch-mnist/mnist.py"

manifests/v1beta1/installs/katib-cert-manager/katib-config.yaml

@@ -14,40 +14,40 @@ init:
 runtime:
   metricsCollectors:
     - kind: StdOut
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.0
     - kind: File
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.0
     - kind: TensorFlowEvent
-      image: docker.io/kubeflowkatib/tfevent-metrics-collector:latest
+      image: docker.io/kubeflowkatib/tfevent-metrics-collector:v0.16.0-rc.0
       resources:
         limits:
           memory: 1Gi
   suggestions:
     - algorithmName: random
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.0
     - algorithmName: tpe
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.0
     - algorithmName: grid
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.0
     - algorithmName: hyperband
-      image: docker.io/kubeflowkatib/suggestion-hyperband:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperband:v0.16.0-rc.0
     - algorithmName: bayesianoptimization
-      image: docker.io/kubeflowkatib/suggestion-skopt:latest
+      image: docker.io/kubeflowkatib/suggestion-skopt:v0.16.0-rc.0
     - algorithmName: cmaes
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.0
     - algorithmName: sobol
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.0
     - algorithmName: multivariate-tpe
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.0
     - algorithmName: enas
-      image: docker.io/kubeflowkatib/suggestion-enas:latest
+      image: docker.io/kubeflowkatib/suggestion-enas:v0.16.0-rc.0
       resources:
         limits:
           memory: 200Mi
     - algorithmName: darts
-      image: docker.io/kubeflowkatib/suggestion-darts:latest
+      image: docker.io/kubeflowkatib/suggestion-darts:v0.16.0-rc.0
     - algorithmName: pbt
-      image: docker.io/kubeflowkatib/suggestion-pbt:latest
+      image: docker.io/kubeflowkatib/suggestion-pbt:v0.16.0-rc.0
       persistentVolumeClaimSpec:
         accessModes:
           - ReadWriteMany
@@ -56,4 +56,4 @@ runtime:
             storage: 5Gi
   earlyStoppings:
     - algorithmName: medianstop
-      image: docker.io/kubeflowkatib/earlystopping-medianstop:latest
+      image: docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0-rc.0

manifests/v1beta1/installs/katib-cert-manager/kustomization.yaml

@@ -22,13 +22,13 @@ resources:
 images:
   - name: docker.io/kubeflowkatib/katib-controller
     newName: docker.io/kubeflowkatib/katib-controller
-    newTag: latest
+    newTag: v0.16.0-rc.0
   - name: docker.io/kubeflowkatib/katib-db-manager
     newName: docker.io/kubeflowkatib/katib-db-manager
-    newTag: latest
+    newTag: v0.16.0-rc.0
   - name: docker.io/kubeflowkatib/katib-ui
     newName: docker.io/kubeflowkatib/katib-ui
-    newTag: latest
+    newTag: v0.16.0-rc.0
 
 patchesStrategicMerge:
   - patches/katib-cert-injection.yaml

manifests/v1beta1/installs/katib-external-db/katib-config.yaml

@@ -16,40 +16,40 @@ init:
 runtime:
   metricsCollectors:
     - kind: StdOut
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.0
     - kind: File
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.0
     - kind: TensorFlowEvent
-      image: docker.io/kubeflowkatib/tfevent-metrics-collector:latest
+      image: docker.io/kubeflowkatib/tfevent-metrics-collector:v0.16.0-rc.0
       resources:
         limits:
           memory: 1Gi
   suggestions:
     - algorithmName: random
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.0
     - algorithmName: tpe
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.0
     - algorithmName: grid
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.0
     - algorithmName: hyperband
-      image: docker.io/kubeflowkatib/suggestion-hyperband:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperband:v0.16.0-rc.0
     - algorithmName: bayesianoptimization
-      image: docker.io/kubeflowkatib/suggestion-skopt:latest
+      image: docker.io/kubeflowkatib/suggestion-skopt:v0.16.0-rc.0
     - algorithmName: cmaes
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.0
     - algorithmName: sobol
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.0
     - algorithmName: multivariate-tpe
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.0
     - algorithmName: enas
-      image: docker.io/kubeflowkatib/suggestion-enas:latest
+      image: docker.io/kubeflowkatib/suggestion-enas:v0.16.0-rc.0
       resources:
         limits:
           memory: 200Mi
     - algorithmName: darts
-      image: docker.io/kubeflowkatib/suggestion-darts:latest
+      image: docker.io/kubeflowkatib/suggestion-darts:v0.16.0-rc.0
     - algorithmName: pbt
-      image: docker.io/kubeflowkatib/suggestion-pbt:latest
+      image: docker.io/kubeflowkatib/suggestion-pbt:v0.16.0-rc.0
       persistentVolumeClaimSpec:
         accessModes:
           - ReadWriteMany
@@ -58,4 +58,4 @@ runtime:
             storage: 5Gi
   earlyStoppings:
     - algorithmName: medianstop
-      image: docker.io/kubeflowkatib/earlystopping-medianstop:latest
+      image: docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0-rc.0

manifests/v1beta1/installs/katib-external-db/kustomization.yaml

@@ -18,13 +18,13 @@ resources:
 images:
   - name: docker.io/kubeflowkatib/katib-controller
     newName: docker.io/kubeflowkatib/katib-controller
-    newTag: latest
+    newTag: v0.16.0-rc.0
   - name: docker.io/kubeflowkatib/katib-db-manager
     newName: docker.io/kubeflowkatib/katib-db-manager
-    newTag: latest
+    newTag: v0.16.0-rc.0
   - name: docker.io/kubeflowkatib/katib-ui
     newName: docker.io/kubeflowkatib/katib-ui
-    newTag: latest
+    newTag: v0.16.0-rc.0
 patchesStrategicMerge:
   - patches/db-manager.yaml
 # Modify katib-mysql-secrets with parameters for the DB.

manifests/v1beta1/installs/katib-leader-election/katib-config.yaml

@@ -17,40 +17,40 @@ init:
 runtime:
   metricsCollectors:
     - kind: StdOut
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.0
     - kind: File
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.0
     - kind: TensorFlowEvent
-      image: docker.io/kubeflowkatib/tfevent-metrics-collector:latest
+      image: docker.io/kubeflowkatib/tfevent-metrics-collector:v0.16.0-rc.0
       resources:
         limits:
           memory: 1Gi
   suggestions:
     - algorithmName: random
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.0
     - algorithmName: tpe
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.0
     - algorithmName: grid
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.0
     - algorithmName: hyperband
-      image: docker.io/kubeflowkatib/suggestion-hyperband:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperband:v0.16.0-rc.0
     - algorithmName: bayesianoptimization
-      image: docker.io/kubeflowkatib/suggestion-skopt:latest
+      image: docker.io/kubeflowkatib/suggestion-skopt:v0.16.0-rc.0
     - algorithmName: cmaes
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.0
     - algorithmName: sobol
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.0
     - algorithmName: multivariate-tpe
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.0
     - algorithmName: enas
-      image: docker.io/kubeflowkatib/suggestion-enas:latest
+      image: docker.io/kubeflowkatib/suggestion-enas:v0.16.0-rc.0
       resources:
         limits:
           memory: 200Mi
     - algorithmName: darts
-      image: docker.io/kubeflowkatib/suggestion-darts:latest
+      image: docker.io/kubeflowkatib/suggestion-darts:v0.16.0-rc.0
     - algorithmName: pbt
-      image: docker.io/kubeflowkatib/suggestion-pbt:latest
+      image: docker.io/kubeflowkatib/suggestion-pbt:v0.16.0-rc.0
       persistentVolumeClaimSpec:
         accessModes:
           - ReadWriteMany
@@ -59,4 +59,4 @@ runtime:
             storage: 5Gi
   earlyStoppings:
     - algorithmName: medianstop
-      image: docker.io/kubeflowkatib/earlystopping-medianstop:latest
+      image: docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0-rc.0

manifests/v1beta1/installs/katib-openshift/katib-config.yaml

@@ -14,40 +14,40 @@ init:
 runtime:
   metricsCollectors:
     - kind: StdOut
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.0
     - kind: File
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.0
     - kind: TensorFlowEvent
-      image: docker.io/kubeflowkatib/tfevent-metrics-collector:latest
+      image: docker.io/kubeflowkatib/tfevent-metrics-collector:v0.16.0-rc.0
       resources:
         limits:
           memory: 1Gi
   suggestions:
     - algorithmName: random
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.0
     - algorithmName: tpe
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.0
     - algorithmName: grid
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.0
     - algorithmName: hyperband
-      image: docker.io/kubeflowkatib/suggestion-hyperband:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperband:v0.16.0-rc.0
     - algorithmName: bayesianoptimization
-      image: docker.io/kubeflowkatib/suggestion-skopt:latest
+      image: docker.io/kubeflowkatib/suggestion-skopt:v0.16.0-rc.0
     - algorithmName: cmaes
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.0
     - algorithmName: sobol
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.0
     - algorithmName: multivariate-tpe
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.0
     - algorithmName: enas
-      image: docker.io/kubeflowkatib/suggestion-enas:latest
+      image: docker.io/kubeflowkatib/suggestion-enas:v0.16.0-rc.0
       resources:
         limits:
           memory: 200Mi
     - algorithmName: darts
-      image: docker.io/kubeflowkatib/suggestion-darts:latest
+      image: docker.io/kubeflowkatib/suggestion-darts:v0.16.0-rc.0
     - algorithmName: pbt
-      image: docker.io/kubeflowkatib/suggestion-pbt:latest
+      image: docker.io/kubeflowkatib/suggestion-pbt:v0.16.0-rc.0
       persistentVolumeClaimSpec:
         accessModes:
           - ReadWriteMany
@@ -56,4 +56,4 @@ runtime:
             storage: 5Gi
   earlyStoppings:
     - algorithmName: medianstop
-      image: docker.io/kubeflowkatib/earlystopping-medianstop:latest
+      image: docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0-rc.0

manifests/v1beta1/installs/katib-openshift/kustomization.yaml

@@ -30,13 +30,13 @@ resources:
 images:
   - name: docker.io/kubeflowkatib/katib-controller
     newName: docker.io/kubeflowkatib/katib-controller
-    newTag: latest
+    newTag: v0.16.0-rc.0
   - name: docker.io/kubeflowkatib/katib-db-manager
     newName: docker.io/kubeflowkatib/katib-db-manager
-    newTag: latest
+    newTag: v0.16.0-rc.0
   - name: docker.io/kubeflowkatib/katib-ui
     newName: docker.io/kubeflowkatib/katib-ui
-    newTag: latest
+    newTag: v0.16.0-rc.0
 
 patchesJson6902:
   # Annotate Service to delegate TLS-secret generation to OpenShift service controller

manifests/v1beta1/installs/katib-standalone-postgres/katib-config.yaml

@@ -16,40 +16,40 @@ init:
 runtime:
   metricsCollectors:
     - kind: StdOut
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.0
     - kind: File
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.0
     - kind: TensorFlowEvent
-      image: docker.io/kubeflowkatib/tfevent-metrics-collector:latest
+      image: docker.io/kubeflowkatib/tfevent-metrics-collector:v0.16.0-rc.0
       resources:
         limits:
           memory: 1Gi
   suggestions:
     - algorithmName: random
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.0
     - algorithmName: tpe
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.0
     - algorithmName: grid
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.0
     - algorithmName: hyperband
-      image: docker.io/kubeflowkatib/suggestion-hyperband:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperband:v0.16.0-rc.0
     - algorithmName: bayesianoptimization
-      image: docker.io/kubeflowkatib/suggestion-skopt:latest
+      image: docker.io/kubeflowkatib/suggestion-skopt:v0.16.0-rc.0
     - algorithmName: cmaes
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.0
     - algorithmName: sobol
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.0
     - algorithmName: multivariate-tpe
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.0
     - algorithmName: enas
-      image: docker.io/kubeflowkatib/suggestion-enas:latest
+      image: docker.io/kubeflowkatib/suggestion-enas:v0.16.0-rc.0
       resources:
         limits:
           memory: 200Mi
     - algorithmName: darts
-      image: docker.io/kubeflowkatib/suggestion-darts:latest
+      image: docker.io/kubeflowkatib/suggestion-darts:v0.16.0-rc.0
     - algorithmName: pbt
-      image: docker.io/kubeflowkatib/suggestion-pbt:latest
+      image: docker.io/kubeflowkatib/suggestion-pbt:v0.16.0-rc.0
       persistentVolumeClaimSpec:
         accessModes:
           - ReadWriteMany
@@ -58,4 +58,4 @@ runtime:
             storage: 5Gi
   earlyStoppings:
     - algorithmName: medianstop
-      image: docker.io/kubeflowkatib/earlystopping-medianstop:latest
+      image: docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0-rc.0

manifests/v1beta1/installs/katib-standalone-postgres/kustomization.yaml

@@ -20,13 +20,13 @@ resources:
 images:
   - name: docker.io/kubeflowkatib/katib-controller
     newName: docker.io/kubeflowkatib/katib-controller
-    newTag: latest
+    newTag: v0.16.0-rc.0
   - name: docker.io/kubeflowkatib/katib-db-manager
     newName: docker.io/kubeflowkatib/katib-db-manager
-    newTag: latest
+    newTag: v0.16.0-rc.0
   - name: docker.io/kubeflowkatib/katib-ui
     newName: docker.io/kubeflowkatib/katib-ui
-    newTag: latest
+    newTag: v0.16.0-rc.0
 patchesJson6902:
   - target:
       group: apps

manifests/v1beta1/installs/katib-standalone/katib-config.yaml

@@ -16,40 +16,40 @@ init:
 runtime:
   metricsCollectors:
     - kind: StdOut
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.0
     - kind: File
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.0
     - kind: TensorFlowEvent
-      image: docker.io/kubeflowkatib/tfevent-metrics-collector:latest
+      image: docker.io/kubeflowkatib/tfevent-metrics-collector:v0.16.0-rc.0
       resources:
         limits:
           memory: 1Gi
   suggestions:
     - algorithmName: random
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.0
     - algorithmName: tpe
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.0
     - algorithmName: grid
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.0
     - algorithmName: hyperband
-      image: docker.io/kubeflowkatib/suggestion-hyperband:latest
+      image: docker.io/kubeflowkatib/suggestion-hyperband:v0.16.0-rc.0
     - algorithmName: bayesianoptimization
-      image: docker.io/kubeflowkatib/suggestion-skopt:latest
+      image: docker.io/kubeflowkatib/suggestion-skopt:v0.16.0-rc.0
     - algorithmName: cmaes
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.0
     - algorithmName: sobol
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.0
     - algorithmName: multivariate-tpe
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.0
     - algorithmName: enas
-      image: docker.io/kubeflowkatib/suggestion-enas:latest
+      image: docker.io/kubeflowkatib/suggestion-enas:v0.16.0-rc.0
       resources:
         limits:
           memory: 200Mi
     - algorithmName: darts
-      image: docker.io/kubeflowkatib/suggestion-darts:latest
+      image: docker.io/kubeflowkatib/suggestion-darts:v0.16.0-rc.0
     - algorithmName: pbt
-      image: docker.io/kubeflowkatib/suggestion-pbt:latest
+      image: docker.io/kubeflowkatib/suggestion-pbt:v0.16.0-rc.0
       persistentVolumeClaimSpec:
         accessModes:
           - ReadWriteMany
@@ -58,4 +58,4 @@ runtime:
             storage: 5Gi
   earlyStoppings:
     - algorithmName: medianstop
-      image: docker.io/kubeflowkatib/earlystopping-medianstop:latest
+      image: docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0-rc.0

manifests/v1beta1/installs/katib-standalone/kustomization.yaml

@@ -20,13 +20,13 @@ resources:
 images:
   - name: docker.io/kubeflowkatib/katib-controller
     newName: docker.io/kubeflowkatib/katib-controller
-    newTag: latest
+    newTag: v0.16.0-rc.0
   - name: docker.io/kubeflowkatib/katib-db-manager
     newName: docker.io/kubeflowkatib/katib-db-manager
-    newTag: latest
+    newTag: v0.16.0-rc.0
   - name: docker.io/kubeflowkatib/katib-ui
     newName: docker.io/kubeflowkatib/katib-ui
-    newTag: latest
+    newTag: v0.16.0-rc.0
 configMapGenerator:
   - name: katib-config
     behavior: create

manifests/v1beta1/installs/katib-with-kubeflow/kustomization.yaml

@@ -11,13 +11,13 @@ resources:
 images:
   - name: docker.io/kubeflowkatib/katib-controller
     newName: docker.io/kubeflowkatib/katib-controller
-    newTag: latest
+    newTag: v0.16.0-rc.0
   - name: docker.io/kubeflowkatib/katib-db-manager
     newName: docker.io/kubeflowkatib/katib-db-manager
-    newTag: latest
+    newTag: v0.16.0-rc.0
   - name: docker.io/kubeflowkatib/katib-ui
     newName: docker.io/kubeflowkatib/katib-ui
-    newTag: latest
+    newTag: v0.16.0-rc.0
 
 patchesStrategicMerge:
   - patches/remove-namespace.yaml

sdk/python/v1beta1/setup.py

@@ -37,7 +37,7 @@ if os.path.exists(katib_grpc_api_file):
 
 setuptools.setup(
     name="kubeflow-katib",
-    version="0.15.0",
+    version="0.16.0rc0",
     author="Kubeflow Authors",
     author_email="premnath.vel@gmail.com",
     license="Apache License Version 2.0",

test/e2e/v1beta1/testdata/invalid-experiment.yaml

@@ -52,7 +52,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"

test/e2e/v1beta1/testdata/valid-experiment.yaml

@@ -52,7 +52,7 @@ spec:
           spec:
             containers:
               - name: training-container
-                image: docker.io/kubeflowkatib/mxnet-mnist:latest
+                image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.0
                 command:
                   - "python3"
                   - "/opt/mxnet-mnist/mnist.py"