revert changes for ipynb

Author: saileshd1402

examples/v1beta1/kubeflow-pipelines/early-stopping.ipynb

@@ -230,7 +230,7 @@
     "                \"containers\": [\n",
     "                    {\n",
     "                        \"name\": \"training-container\",\n",
-    "                        \"image\": \"ghcr.io/kubeflow/katib/pytorch-mnist-cpu:v0.14.0\",\n",
+    "                        \"image\": \"docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.14.0\",\n",
     "                        \"command\": [\n",
     "                            \"python3\",\n",
     "                            \"/opt/pytorch-mnist/mnist.py\",\n",

examples/v1beta1/sdk/cmaes-and-resume-policies.ipynb

@@ -133,7 +133,7 @@
     "                \"containers\": [\n",
     "                    {\n",
     "                        \"name\": \"training-container\",\n",
-    "                        \"image\": \"ghcr.io/kubeflow/katib/pytorch-mnist-cpu:v0.14.0\",\n",
+    "                        \"image\": \"docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.14.0\",\n",
     "                        \"command\": [\n",
     "                            \"python3\",\n",
     "                            \"/opt/pytorch-mnist/mnist.py\",\n",
@@ -524,7 +524,7 @@
       "                                                                                                       '--lr=${trialParameters.learningRate}',\n",
       "                                                                                                       '--num-layers=${trialParameters.numberLayers}',\n",
       "                                                                                                       '--optimizer=${trialParameters.optimizer}'],\n",
-      "                                                                                           'image': 'ghcr.io/kubeflow/katib/mxnet-mnist:v0.14.0',\n",
+      "                                                                                           'image': 'docker.io/kubeflowkatib/mxnet-mnist:v0.14.0',\n",
       "                                                                                           'name': 'training-container'}],\n",
       "                                                                           'restartPolicy': 'Never'}}}}}},\n",
       " 'status': {'completion_time': None,\n",

examples/v1beta1/sdk/nas-with-darts.ipynb

@@ -232,7 +232,7 @@
     "                \"containers\": [\n",
     "                    {\n",
     "                        \"name\": \"training-container\",\n",
-    "                        \"image\": \"ghcr.io/kubeflow/katib/darts-cnn-cifar10:v0.13.0\",\n",
+    "                        \"image\": \"docker.io/kubeflowkatib/darts-cnn-cifar10:v0.13.0\",\n",
     "                        \"command\": [\n",
     "                            'python3',\n",
     "                            'run_trial.py',\n",
@@ -314,7 +314,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "{'name': 'training-container', 'image': 'ghcr.io/kubeflow/katib/darts-cnn-cifar10:v0.13.0', 'command': ['python3', 'run_trial.py', '--algorithm-settings=\"${trialParameters.algorithmSettings}\"', '--search-space=\"${trialParameters.searchSpace}\"', '--num-layers=\"${trialParameters.numberLayers}\"'], 'resources': {'limits': {'nvidia.com/gpu': 1}}}\n"
+      "{'name': 'training-container', 'image': 'docker.io/kubeflowkatib/darts-cnn-cifar10:v0.13.0', 'command': ['python3', 'run_trial.py', '--algorithm-settings=\"${trialParameters.algorithmSettings}\"', '--search-space=\"${trialParameters.searchSpace}\"', '--num-layers=\"${trialParameters.numberLayers}\"'], 'resources': {'limits': {'nvidia.com/gpu': 1}}}\n"
      ]
     }
    ],
@@ -447,7 +447,7 @@
        "          '--algorithm-settings=\"${trialParameters.algorithmSettings}\"',\n",
        "          '--search-space=\"${trialParameters.searchSpace}\"',\n",
        "          '--num-layers=\"${trialParameters.numberLayers}\"'],\n",
-       "         'image': 'ghcr.io/kubeflow/katib/darts-cnn-cifar10:v0.13.0',\n",
+       "         'image': 'docker.io/kubeflowkatib/darts-cnn-cifar10:v0.13.0',\n",
        "         'name': 'training-container',\n",
        "         'resources': {'limits': {'nvidia.com/gpu': 1}}}],\n",
        "       'restartPolicy': 'Never'}}}}}}}"
@@ -484,7 +484,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "{'apiVersion': 'kubeflow.org/v1beta1', 'kind': 'Experiment', 'metadata': {'creationTimestamp': '2021-10-05T23:49:49Z', 'finalizers': ['update-prometheus-metrics'], 'generation': 1, 'managedFields': [{'apiVersion': 'kubeflow.org/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:spec': {'.': {}, 'f:algorithm': {'.': {}, 'f:algorithmName': {}, 'f:algorithmSettings': {}}, 'f:maxFailedTrialCount': {}, 'f:maxTrialCount': {}, 'f:metricsCollectorSpec': {'.': {}, 'f:collector': {'.': {}, 'f:kind': {}}, 'f:source': {'.': {}, 'f:filter': {'.': {}, 'f:metricsFormat': {}}}}, 'f:nasConfig': {'.': {}, 'f:graphConfig': {'.': {}, 'f:numLayers': {}}, 'f:operations': {}}, 'f:objective': {'.': {}, 'f:objectiveMetricName': {}, 'f:type': {}}, 'f:parallelTrialCount': {}, 'f:trialTemplate': {'.': {}, 'f:primaryContainerName': {}, 'f:retain': {}, 'f:trialParameters': {}, 'f:trialSpec': {'.': {}, 'f:apiVersion': {}, 'f:kind': {}, 'f:spec': {'.': {}, 'f:template': {'.': {}, 'f:metadata': {'.': {}, 'f:annotations': {'.': {}, 'f:sidecar.istio.io/inject': {}}}, 'f:spec': {'.': {}, 'f:containers': {}, 'f:restartPolicy': {}}}}}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2021-10-05T23:49:49Z'}, {'apiVersion': 'kubeflow.org/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:\"update-prometheus-metrics\"': {}}}, 'f:status': {'.': {}, 'f:conditions': {}, 'f:currentOptimalTrial': {'.': {}, 'f:bestTrialName': {}, 'f:observation': {'.': {}, 'f:metrics': {}}, 'f:parameterAssignments': {}}, 'f:runningTrialList': {}, 'f:startTime': {}, 'f:trials': {}, 'f:trialsRunning': {}}}, 'manager': 'katib-controller', 'operation': 'Update', 'time': '2021-10-05T23:50:31Z'}], 'name': 'darts-example', 'namespace': 'kubeflow-user-example-com', 'resourceVersion': '393948698', 'uid': '3fbda962-64c0-4474-b1de-03b390f96369'}, 'spec': {'algorithm': {'algorithmName': 'darts', 'algorithmSettings': [{'name': 'num_epochs', 'value': '2'}, {'name': 'stem_multiplier', 'value': '1'}, {'name': 'init_channels', 'value': '4'}, {'name': 'num_nodes', 'value': '3'}]}, 'maxFailedTrialCount': 1, 'maxTrialCount': 1, 'metricsCollectorSpec': {'collector': {'kind': 'StdOut'}, 'source': {'filter': {'metricsFormat': ['([\\\\w-]+)=(Genotype.*)']}}}, 'nasConfig': {'graphConfig': {'numLayers': 2}, 'operations': [{'operationType': 'separable_convolution', 'parameters': [{'feasibleSpace': {'list': ['3']}, 'name': 'filter_size', 'parameterType': 'categorical'}]}, {'operationType': 'dilated_convolution', 'parameters': [{'feasibleSpace': {'list': ['3', '5']}, 'name': 'filter_size', 'parameterType': 'categorical'}]}, {'operationType': 'avg_pooling', 'parameters': [{'feasibleSpace': {'list': ['3']}, 'name': 'filter_size', 'parameterType': 'categorical'}]}, {'operationType': 'max_pooling', 'parameters': [{'feasibleSpace': {'list': ['3']}, 'name': 'filter_size', 'parameterType': 'categorical'}]}, {'operationType': 'skip_connection'}]}, 'objective': {'metricStrategies': [{'name': 'Best-Genotype', 'value': 'max'}], 'objectiveMetricName': 'Best-Genotype', 'type': 'maximize'}, 'parallelTrialCount': 1, 'resumePolicy': 'Never', 'trialTemplate': {'failureCondition': 'status.conditions.#(type==\"Failed\")#|#(status==\"True\")#', 'primaryContainerName': 'training-container', 'retain': True, 'successCondition': 'status.conditions.#(type==\"Complete\")#|#(status==\"True\")#', 'trialParameters': [{'description': ' Algorithm settings of DARTS Experiment', 'name': 'algorithmSettings', 'reference': 'algorithm-settings'}, {'description': 'Search Space of DARTS Experiment', 'name': 'searchSpace', 'reference': 'search-space'}, {'description': 'Number of Neural Network layers', 'name': 'numberLayers', 'reference': 'num-layers'}], 'trialSpec': {'apiVersion': 'batch/v1', 'kind': 'Job', 'spec': {'template': {'metadata': {'annotations': {'sidecar.istio.io/inject': 'false'}}, 'spec': {'containers': [{'command': ['python3', 'run_trial.py', '--algorithm-settings=\"${trialParameters.algorithmSettings}\"', '--search-space=\"${trialParameters.searchSpace}\"', '--num-layers=\"${trialParameters.numberLayers}\"'], 'image': 'ghcr.io/kubeflow/katib/darts-cnn-cifar10:v0.13.0', 'name': 'training-container', 'resources': {'limits': {'nvidia.com/gpu': 1}}}], 'restartPolicy': 'Never'}}}}}}, 'status': {'conditions': [{'lastTransitionTime': '2021-10-05T23:49:49Z', 'lastUpdateTime': '2021-10-05T23:49:49Z', 'message': 'Experiment is created', 'reason': 'ExperimentCreated', 'status': 'True', 'type': 'Created'}, {'lastTransitionTime': '2021-10-05T23:50:30Z', 'lastUpdateTime': '2021-10-05T23:50:30Z', 'message': 'Experiment is running', 'reason': 'ExperimentRunning', 'status': 'True', 'type': 'Running'}], 'currentOptimalTrial': {'bestTrialName': '', 'observation': {'metrics': None}, 'parameterAssignments': None}, 'runningTrialList': ['darts-example-n4fpnxlm'], 'startTime': '2021-10-05T23:49:49Z', 'trials': 1, 'trialsRunning': 1}}\n",
+      "{'apiVersion': 'kubeflow.org/v1beta1', 'kind': 'Experiment', 'metadata': {'creationTimestamp': '2021-10-05T23:49:49Z', 'finalizers': ['update-prometheus-metrics'], 'generation': 1, 'managedFields': [{'apiVersion': 'kubeflow.org/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:spec': {'.': {}, 'f:algorithm': {'.': {}, 'f:algorithmName': {}, 'f:algorithmSettings': {}}, 'f:maxFailedTrialCount': {}, 'f:maxTrialCount': {}, 'f:metricsCollectorSpec': {'.': {}, 'f:collector': {'.': {}, 'f:kind': {}}, 'f:source': {'.': {}, 'f:filter': {'.': {}, 'f:metricsFormat': {}}}}, 'f:nasConfig': {'.': {}, 'f:graphConfig': {'.': {}, 'f:numLayers': {}}, 'f:operations': {}}, 'f:objective': {'.': {}, 'f:objectiveMetricName': {}, 'f:type': {}}, 'f:parallelTrialCount': {}, 'f:trialTemplate': {'.': {}, 'f:primaryContainerName': {}, 'f:retain': {}, 'f:trialParameters': {}, 'f:trialSpec': {'.': {}, 'f:apiVersion': {}, 'f:kind': {}, 'f:spec': {'.': {}, 'f:template': {'.': {}, 'f:metadata': {'.': {}, 'f:annotations': {'.': {}, 'f:sidecar.istio.io/inject': {}}}, 'f:spec': {'.': {}, 'f:containers': {}, 'f:restartPolicy': {}}}}}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2021-10-05T23:49:49Z'}, {'apiVersion': 'kubeflow.org/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:\"update-prometheus-metrics\"': {}}}, 'f:status': {'.': {}, 'f:conditions': {}, 'f:currentOptimalTrial': {'.': {}, 'f:bestTrialName': {}, 'f:observation': {'.': {}, 'f:metrics': {}}, 'f:parameterAssignments': {}}, 'f:runningTrialList': {}, 'f:startTime': {}, 'f:trials': {}, 'f:trialsRunning': {}}}, 'manager': 'katib-controller', 'operation': 'Update', 'time': '2021-10-05T23:50:31Z'}], 'name': 'darts-example', 'namespace': 'kubeflow-user-example-com', 'resourceVersion': '393948698', 'uid': '3fbda962-64c0-4474-b1de-03b390f96369'}, 'spec': {'algorithm': {'algorithmName': 'darts', 'algorithmSettings': [{'name': 'num_epochs', 'value': '2'}, {'name': 'stem_multiplier', 'value': '1'}, {'name': 'init_channels', 'value': '4'}, {'name': 'num_nodes', 'value': '3'}]}, 'maxFailedTrialCount': 1, 'maxTrialCount': 1, 'metricsCollectorSpec': {'collector': {'kind': 'StdOut'}, 'source': {'filter': {'metricsFormat': ['([\\\\w-]+)=(Genotype.*)']}}}, 'nasConfig': {'graphConfig': {'numLayers': 2}, 'operations': [{'operationType': 'separable_convolution', 'parameters': [{'feasibleSpace': {'list': ['3']}, 'name': 'filter_size', 'parameterType': 'categorical'}]}, {'operationType': 'dilated_convolution', 'parameters': [{'feasibleSpace': {'list': ['3', '5']}, 'name': 'filter_size', 'parameterType': 'categorical'}]}, {'operationType': 'avg_pooling', 'parameters': [{'feasibleSpace': {'list': ['3']}, 'name': 'filter_size', 'parameterType': 'categorical'}]}, {'operationType': 'max_pooling', 'parameters': [{'feasibleSpace': {'list': ['3']}, 'name': 'filter_size', 'parameterType': 'categorical'}]}, {'operationType': 'skip_connection'}]}, 'objective': {'metricStrategies': [{'name': 'Best-Genotype', 'value': 'max'}], 'objectiveMetricName': 'Best-Genotype', 'type': 'maximize'}, 'parallelTrialCount': 1, 'resumePolicy': 'Never', 'trialTemplate': {'failureCondition': 'status.conditions.#(type==\"Failed\")#|#(status==\"True\")#', 'primaryContainerName': 'training-container', 'retain': True, 'successCondition': 'status.conditions.#(type==\"Complete\")#|#(status==\"True\")#', 'trialParameters': [{'description': ' Algorithm settings of DARTS Experiment', 'name': 'algorithmSettings', 'reference': 'algorithm-settings'}, {'description': 'Search Space of DARTS Experiment', 'name': 'searchSpace', 'reference': 'search-space'}, {'description': 'Number of Neural Network layers', 'name': 'numberLayers', 'reference': 'num-layers'}], 'trialSpec': {'apiVersion': 'batch/v1', 'kind': 'Job', 'spec': {'template': {'metadata': {'annotations': {'sidecar.istio.io/inject': 'false'}}, 'spec': {'containers': [{'command': ['python3', 'run_trial.py', '--algorithm-settings=\"${trialParameters.algorithmSettings}\"', '--search-space=\"${trialParameters.searchSpace}\"', '--num-layers=\"${trialParameters.numberLayers}\"'], 'image': 'docker.io/kubeflowkatib/darts-cnn-cifar10:v0.13.0', 'name': 'training-container', 'resources': {'limits': {'nvidia.com/gpu': 1}}}], 'restartPolicy': 'Never'}}}}}}, 'status': {'conditions': [{'lastTransitionTime': '2021-10-05T23:49:49Z', 'lastUpdateTime': '2021-10-05T23:49:49Z', 'message': 'Experiment is created', 'reason': 'ExperimentCreated', 'status': 'True', 'type': 'Created'}, {'lastTransitionTime': '2021-10-05T23:50:30Z', 'lastUpdateTime': '2021-10-05T23:50:30Z', 'message': 'Experiment is running', 'reason': 'ExperimentRunning', 'status': 'True', 'type': 'Running'}], 'currentOptimalTrial': {'bestTrialName': '', 'observation': {'metrics': None}, 'parameterAssignments': None}, 'runningTrialList': ['darts-example-n4fpnxlm'], 'startTime': '2021-10-05T23:49:49Z', 'trials': 1, 'trialsRunning': 1}}\n",
       "-----------------\n",
       "\n",
       "{'lastTransitionTime': '2021-10-05T23:50:30Z', 'lastUpdateTime': '2021-10-05T23:50:30Z', 'message': 'Experiment is running', 'reason': 'ExperimentRunning', 'status': 'True', 'type': 'Running'}\n"
@@ -720,7 +720,7 @@
        "          '--algorithm-settings=\"${trialParameters.algorithmSettings}\"',\n",
        "          '--search-space=\"${trialParameters.searchSpace}\"',\n",
        "          '--num-layers=\"${trialParameters.numberLayers}\"'],\n",
-       "         'image': 'ghcr.io/kubeflow/katib/darts-cnn-cifar10:v0.13.0',\n",
+       "         'image': 'docker.io/kubeflowkatib/darts-cnn-cifar10:v0.13.0',\n",
        "         'name': 'training-container',\n",
        "         'resources': {'limits': {'nvidia.com/gpu': 1}}}],\n",
        "       'restartPolicy': 'Never'}}}}}},\n",