fix trial expirements

deployments/base/kustomization.yaml

@@ -63,3 +63,6 @@ components:
 
 # patch to fix admission webhook service name 
 - ../../oci/apps/admission-webhook/cert-manager
+
+# patch to fix katib trial templates / remove istio sidecar injector
+- ../../oci/apps/katib/trial-experiment-fix

oci/apps/katib/trial-experiment-fix/kustomization.yaml

@@ -0,0 +1,7 @@
+# The katib-external-db manifest does not create the necessary katib ui virtual service and does not apply the configurations from katib-cert-manager, which the katib-with-kubeflow manifest does. 
+# This manifest extends off of the katib-with-kubeflow manifest and applies the necessary patch for katib to use an external db
+apiVersion: kustomize.config.k8s.io/v1alpha1
+kind: Component
+
+patchesStrategicMerge:
+- trial-templates.ConfigMap.yaml

oci/apps/katib/trial-experiment-fix/trial-templates.ConfigMap.yaml

@@ -0,0 +1,87 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: trial-templates
+  namespace: kubeflow
+  labels:
+    katib.kubeflow.org/component: trial-templates
+data:
+  defaultTrialTemplate.yaml: |-
+    apiVersion: batch/v1
+    kind: Job
+    spec:
+      template:
+        metadata:
+          annotations:
+            sidecar.istio.io/inject: "false"
+        spec:
+          containers:
+            - name: training-container
+              image: docker.io/kubeflowkatib/mxnet-mnist:v0.13.0
+              command:
+                - "python3"
+                - "/opt/mxnet-mnist/mnist.py"
+                - "--batch-size=64"
+                - "--lr=${trialParameters.learningRate}"
+                - "--num-layers=${trialParameters.numberLayers}"
+                - "--optimizer=${trialParameters.optimizer}"
+          restartPolicy: Never
+  # For ConfigMap templates double quotes must set in commands to correct parse JSON parameters in Trial Template (e.g nn_config, architecture)
+  enasCPUTemplate: |-
+    apiVersion: batch/v1
+    kind: Job
+    spec:
+      template:
+        metadata:
+          annotations:
+            sidecar.istio.io/inject: "false"
+        spec:
+          containers:
+            - name: training-container
+              image: docker.io/kubeflowkatib/enas-cnn-cifar10-cpu:v0.13.0
+              command:
+                - python3
+                - -u
+                - RunTrial.py
+                - --num_epochs=1
+                - "--architecture=\"${trialParameters.neuralNetworkArchitecture}\""
+                - "--nn_config=\"${trialParameters.neuralNetworkConfig}\""
+          restartPolicy: Never
+  pytorchJobTemplate: |-
+    apiVersion: kubeflow.org/v1
+    kind: PyTorchJob
+    spec:
+      pytorchReplicaSpecs:
+        Master:
+          replicas: 1
+          restartPolicy: OnFailure
+          template:
+            metadata:
+              annotations:
+                sidecar.istio.io/inject: "false"
+            spec:
+              containers:
+                - name: pytorch
+                  image: docker.io/kubeflowkatib/pytorch-mnist:v0.13.0
+                  imagePullPolicy: Always
+                  command:
+                    - "python3"
+                    - "/opt/pytorch-mnist/mnist.py"
+                    - "--epochs=1"
+                    - "--lr=${trialParameters.learningRate}"
+                    - "--momentum=${trialParameters.momentum}"
+        Worker:
+          replicas: 2
+          restartPolicy: OnFailure
+          template:
+            spec:
+              containers:
+                - name: pytorch
+                  image: docker.io/kubeflowkatib/pytorch-mnist:v0.13.0
+                  imagePullPolicy: Always
+                  command:
+                    - "python3"
+                    - "/opt/pytorch-mnist/mnist.py"
+                    - "--epochs=1"
+                    - "--lr=${trialParameters.learningRate}"
+                    - "--momentum=${trialParameters.momentum}"