Initial Kueue managementState: === RUN TestDefaultClusterTrainingRuntimes test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Smoke' --- SKIP: TestDefaultClusterTrainingRuntimes (0.00s) === RUN TestOpenMPICudaClusterTrainingRuntime cluster_training_runtimes_test.go:125: Skip due to issue RHOAIENG-61966 --- SKIP: TestOpenMPICudaClusterTrainingRuntime (0.00s) === RUN TestDefaultTrainingHubRuntimesMatchDefaultClusterRuntimes test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Smoke' --- SKIP: TestDefaultTrainingHubRuntimesMatchDefaultClusterRuntimes (0.00s) === RUN TestRunTrainJobWithDefaultClusterTrainingRuntimes test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Tier1' --- SKIP: TestRunTrainJobWithDefaultClusterTrainingRuntimes (0.00s) === RUN TestJobSetWorkflow test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Tier1' --- SKIP: TestJobSetWorkflow (0.00s) === RUN TestFailedJobSetWorkflow jobset_workflow_test.go:80: Created PersistentVolumeClaim test-ns-6brkp/pvc-kn94c successfully utils_runtimes.go:136: Using image from ClusterTrainingRuntime "torch-distributed-cpu": quay.io/rhoai/odh-th-torch-cpu-py312-rhel9:on-pr-1327 jobset_workflow_test.go:87: Created TrainingRuntime test-ns-6brkp/test-trainingruntime-nnq4f jobset_workflow_test.go:90: Created TrainJob test-ns-6brkp/test-trainjob-fail-mw2st test.go:145: Creating output directory in parent directory: /workspace/artifacts-dir test.go:160: Output directory has been created at: /workspace/artifacts-dir/TestFailedJobSetWorkflow882037887 jobset_workflow_test.go:99: JobSet failed as expected jobset_workflow_test.go:104: TrainJob failed as expected test.go:171: Retrieving Pod Container test-ns-6brkp/test-trainjob-fail-mw2st-dataset-initializer-0-0-2jmb7/dataset-initializer logs --- PASS: TestFailedJobSetWorkflow (14.44s) === RUN TestKubeflowSdk test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Tier1' --- SKIP: TestKubeflowSdk (0.00s) === RUN TestKubeflowSdkKueueIntegration test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Tier1' --- SKIP: TestKubeflowSdkKueueIntegration (0.00s) === RUN TestKubeflowSdkOpenMPICudaKueueIntegration kubeflow_sdk_test.go:40: Skip due to issue RHOAIENG-61966 --- SKIP: TestKubeflowSdkOpenMPICudaKueueIntegration (0.00s) === RUN TestSftTrainingHubSingleNodeSingleGPU test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestSftTrainingHubSingleNodeSingleGPU (0.00s) === RUN TestOsftTrainingHubSingleNodeSingleGPU test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestOsftTrainingHubSingleNodeSingleGPU (0.00s) === RUN TestLoraTrainingHubSingleNodeSingleGPU test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestLoraTrainingHubSingleNodeSingleGPU (0.00s) === RUN TestOsftTrainingHubMultiNodeMultiGPU test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestOsftTrainingHubMultiNodeMultiGPU (0.00s) === RUN TestLoraTrainingHubMultiNodeMultiGPU test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestLoraTrainingHubMultiNodeMultiGPU (0.00s) === RUN TestSftTrainingHubMultiNodeMultiGPU test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestSftTrainingHubMultiNodeMultiGPU (0.00s) === RUN TestRhaiTrainingProgressionCPU rhai_features_tests.go:258: Created User RoleBinding test-ns-n5q92/rb-6xx72 successfully rhai_features_tests.go:259: Created User RoleBinding test-ns-n5q92/rb-9sdpg successfully rhai_features_tests.go:259: Created ClusterRole /clusterrole-g42p8 successfully rhai_features_tests.go:259: Created User ClusterRoleBinding crb-gvgg8 successfully rhai_features_tests.go:273: Created ConfigMap test-ns-n5q92/config-smbj9 successfully rhai_features_tests.go:276: Found NFS StorageClass 'nfs' with provisioner 'example.com/nfs' which supports RWX. rhai_features_tests.go:278: Created PersistentVolumeClaim test-ns-n5q92/pvc-m4d69 successfully rhai_features_tests.go:319: Using internal endpoint for in-cluster pods: http://s4.s4.svc.cluster.local:7480 (external: https://s4-api-s4.apps.b263a78e1a6a340850b1.prod.konflux-ocp-ci.dev) rhai_features_tests.go:364: HuggingFace mode: S3 not configured for models/datasets, will download from HF Hub rhai_features_tests.go:402: Using Red Hat PyPI index for cpu (kubeflow not on public PyPI) rhai_features_tests.go:416: OpenShift API URL: https://a8441adc32f374102892c7ee7d01b8a7-d071e663d2213b72.elb.us-east-2.amazonaws.com:6443 rhai_features_tests.go:444: Feature config: ProgressionTracking=true, JitCheckpoint=false, Accelerator=cpu, NumNodes=1, NumGpusPerNode=1, Notebook=rhai_features.ipynb dscInitialization.go:44: Using applications namespace from env var APPLICATIONS_NAMESPACE: redhat-ods-applications environment.go:170: Using notebook image from ImageStream training-hub-universal-cpu:3.5 source: quay.io/rhoai/odh-th-torch-cpu-py312-rhel9:on-pr-1327 notebook.go:44: Created test Deployment test-ns-n5q92/dw-deployment-2fhkl test.go:145: Creating output directory in parent directory: /workspace/artifacts-dir test.go:160: Output directory has been created at: /workspace/artifacts-dir/TestRhaiTrainingProgressionCPU1344297475 rhai_features_tests.go:487: TrainJob created: y73c465f45e3 rhai_features_tests.go:491: Verifying TrainJob annotations match expected config... rhai_features_tests.go:491: progression-tracking: expected=true, actual=true rhai_features_tests.go:491: TrainJob annotations match expected config rhai_features_tests.go:501: TrainJob y73c465f45e3 completed successfully rhai_features_tests.go:510: Verifying progression tracking features... rhai_features_tests.go:513: Found 1 training pod(s) for TrainJob y73c465f45e3 rhai_features_tests.go:513: Pod y73c465f45e3-node-0-0-95sw8 termination message: {"progressPercentage": 100, "estimatedRemainingSeconds": 0, "currentStep": 100, "totalSteps": 100, "currentEpoch": 5.0, "totalEpochs": 5, "trainMetrics": {"loss": 2.0777618408203127, "grad_norm": 7.419865131378174, "learning_rate": 5.000000000000001e-07, "throughput_samples_sec": 0.834, "train_loss": 2.4961353015899657}, "evalMetrics": {"eval_loss": 2.5037848949432373, "eval_runtime": 5.1472, "eval_samples_per_second": 3.886, "eval_steps_per_second": 0.583}} rhai_features_tests.go:513: trainMetrics: map[grad_norm:7.419865131378174 learning_rate:5.000000000000001e-07 loss:2.0777618408203127 throughput_samples_sec:0.834 train_loss:2.4961353015899657] rhai_features_tests.go:513: evalMetrics: map[eval_loss:2.5037848949432373 eval_runtime:5.1472 eval_samples_per_second:3.886 eval_steps_per_second:0.583] rhai_features_tests.go:513: Termination message verified for pod y73c465f45e3-node-0-0-95sw8 rhai_features_tests.go:518: progression-tracking annotation is 'true' rhai_features_tests.go:522: metrics-port annotation is '28080' rhai_features_tests.go:526: metrics-poll-interval annotation is '5' rhai_features_tests.go:531: Verifying training completion via pod termination message (authoritative source)... rhai_features_tests.go:549: Found 100% progress in termination message for pod y73c465f45e3-node-0-0-95sw8 rhai_features_tests.go:562: Waiting for trainerStatus annotation to reach 100% progress... rhai_features_tests.go:581: trainerStatus: {"progressPercentage":100,"estimatedRemainingSeconds":0,"currentStep":100,"totalSteps":100,"currentEpoch":5,"totalEpochs":5,"trainMetrics":{"grad_norm":7.419865131378174,"learning_rate":5.000000000000001e-7,"loss":2.0777618408203127,"throughput_samples_sec":0.834,"train_loss":2.4961353015899657},"evalMetrics":{"eval_loss":2.5037848949432373,"eval_runtime":5.1472,"eval_samples_per_second":3.886,"eval_steps_per_second":0.583},"lastUpdatedTime":"2026-10-30T14:17:54Z"} rhai_features_tests.go:586: progressPercentage: 100% rhai_features_tests.go:590: currentStep: 100/100 rhai_features_tests.go:594: currentEpoch: 5/5 rhai_features_tests.go:599: estimatedRemainingSeconds: 0 rhai_features_tests.go:601: Progression tracking verification passed! rhai_features_tests.go:613: All RHAI features tests passed! test.go:171: Retrieving Pod Container test-ns-n5q92/dw-deployment-2fhkl-75bfb487c8-vlstt/notebook logs test.go:171: Retrieving Pod Container test-ns-n5q92/y73c465f45e3-node-0-0-95sw8/node logs --- PASS: TestRhaiTrainingProgressionCPU (513.80s) === RUN TestRhaiJitCheckpointingCPU rhai_features_tests.go:258: Created User RoleBinding test-ns-jdzzx/rb-mln9r successfully rhai_features_tests.go:259: Created User RoleBinding test-ns-jdzzx/rb-ccpsm successfully rhai_features_tests.go:259: Created ClusterRole /clusterrole-zn7vc successfully rhai_features_tests.go:259: Created User ClusterRoleBinding crb-clnr5 successfully rhai_features_tests.go:273: Created ConfigMap test-ns-jdzzx/config-fwvnr successfully rhai_features_tests.go:276: Found NFS StorageClass 'nfs' with provisioner 'example.com/nfs' which supports RWX. rhai_features_tests.go:278: Created PersistentVolumeClaim test-ns-jdzzx/pvc-xdxvx successfully rhai_features_tests.go:319: Using internal endpoint for in-cluster pods: http://s4.s4.svc.cluster.local:7480 (external: https://s4-api-s4.apps.b263a78e1a6a340850b1.prod.konflux-ocp-ci.dev) rhai_features_tests.go:364: HuggingFace mode: S3 not configured for models/datasets, will download from HF Hub rhai_features_tests.go:402: Using Red Hat PyPI index for cpu (kubeflow not on public PyPI) rhai_features_tests.go:416: OpenShift API URL: https://a8441adc32f374102892c7ee7d01b8a7-d071e663d2213b72.elb.us-east-2.amazonaws.com:6443 rhai_features_tests.go:444: Feature config: ProgressionTracking=false, JitCheckpoint=true, Accelerator=cpu, NumNodes=1, NumGpusPerNode=1, Notebook=rhai_features.ipynb dscInitialization.go:44: Using applications namespace from env var APPLICATIONS_NAMESPACE: redhat-ods-applications environment.go:170: Using notebook image from ImageStream training-hub-universal-cpu:3.5 source: quay.io/rhoai/odh-th-torch-cpu-py312-rhel9:on-pr-1327 notebook.go:44: Created test Deployment test-ns-jdzzx/dw-deployment-2fbvz test.go:145: Creating output directory in parent directory: /workspace/artifacts-dir test.go:160: Output directory has been created at: /workspace/artifacts-dir/TestRhaiJitCheckpointingCPU3207027424 rhai_features_tests.go:487: TrainJob created: x52f51b6a70d rhai_features_tests.go:491: Verifying TrainJob annotations match expected config... rhai_features_tests.go:491: progression-tracking: expected=empty/false, actual= rhai_features_tests.go:491: TrainJob annotations match expected config rhai_features_tests.go:495: Running JIT checkpoint suspend/resume test... rhai_features_tests.go:496: Starting JIT checkpoint verification for TrainJob x52f51b6a70d (checkpoint_dir=/workspace/checkpoints) rhai_features_tests.go:496: Step 1: Waiting for training pods to start... rhai_features_tests.go:496: Training pods are running rhai_features_tests.go:496: Waiting for training to complete at least 2 epochs (checking logs)... rhai_features_tests.go:1057: Epoch 2 (>= 2) detected in pod x52f51b6a70d-node-0-0-ftpft logs rhai_features_tests.go:496: At least 2 epochs completed - ready to suspend rhai_features_tests.go:496: Step 2: Suspending TrainJob to trigger checkpoint save... rhai_features_tests.go:496: TrainJob x52f51b6a70d suspended rhai_features_tests.go:496: Step 3: Waiting for training pods to fully terminate... rhai_features_tests.go:496: All training pods terminated - checkpoint should be saved rhai_features_tests.go:496: Step 4: Verifying job is suspended (not completed or failed)... rhai_features_tests.go:496: TrainJob is suspended rhai_features_tests.go:496: Step 6: Resuming TrainJob to verify checkpoint restore... rhai_features_tests.go:496: TrainJob x52f51b6a70d resumed rhai_features_tests.go:496: Waiting for new training pods to start... rhai_features_tests.go:496: New training pods started rhai_features_tests.go:496: Step 8: Waiting for training to complete after resume... rhai_features_tests.go:496: TrainJob completed successfully after checkpoint restore rhai_features_tests.go:496: Step 9: Verifying checkpoint was loaded from logs... rhai_features_tests.go:496: Checkpoint resume verified in pod x52f51b6a70d-node-0-0-9m98c: Found latest checkpoint: rhai_features_tests.go:496: JIT checkpoint verification completed successfully! rhai_features_tests.go:604: Verifying progression tracking is disabled... rhai_features_tests.go:610: trainerStatus annotation is empty as expected rhai_features_tests.go:613: All RHAI features tests passed! test.go:171: Retrieving Pod Container test-ns-jdzzx/dw-deployment-2fbvz-6698d8b9d8-xjwwj/notebook logs test.go:171: Retrieving Pod Container test-ns-jdzzx/x52f51b6a70d-node-0-0-9m98c/node logs --- PASS: TestRhaiJitCheckpointingCPU (592.17s) === RUN TestRhaiFeaturesCPU rhai_features_tests.go:258: Created User RoleBinding test-ns-dbw94/rb-knx96 successfully rhai_features_tests.go:259: Created User RoleBinding test-ns-dbw94/rb-lk82v successfully rhai_features_tests.go:259: Created ClusterRole /clusterrole-cpr2x successfully rhai_features_tests.go:259: Created User ClusterRoleBinding crb-bpdf4 successfully rhai_features_tests.go:273: Created ConfigMap test-ns-dbw94/config-5ntl5 successfully rhai_features_tests.go:276: Found NFS StorageClass 'nfs' with provisioner 'example.com/nfs' which supports RWX. rhai_features_tests.go:278: Created PersistentVolumeClaim test-ns-dbw94/pvc-ppj5g successfully rhai_features_tests.go:319: Using internal endpoint for in-cluster pods: http://s4.s4.svc.cluster.local:7480 (external: https://s4-api-s4.apps.b263a78e1a6a340850b1.prod.konflux-ocp-ci.dev) rhai_features_tests.go:364: HuggingFace mode: S3 not configured for models/datasets, will download from HF Hub rhai_features_tests.go:402: Using Red Hat PyPI index for cpu (kubeflow not on public PyPI) rhai_features_tests.go:416: OpenShift API URL: https://a8441adc32f374102892c7ee7d01b8a7-d071e663d2213b72.elb.us-east-2.amazonaws.com:6443 rhai_features_tests.go:444: Feature config: ProgressionTracking=true, JitCheckpoint=true, Accelerator=cpu, NumNodes=1, NumGpusPerNode=1, Notebook=rhai_features.ipynb dscInitialization.go:44: Using applications namespace from env var APPLICATIONS_NAMESPACE: redhat-ods-applications environment.go:170: Using notebook image from ImageStream training-hub-universal-cpu:3.5 source: quay.io/rhoai/odh-th-torch-cpu-py312-rhel9:on-pr-1327 notebook.go:44: Created test Deployment test-ns-dbw94/dw-deployment-856g8 test.go:145: Creating output directory in parent directory: /workspace/artifacts-dir test.go:160: Output directory has been created at: /workspace/artifacts-dir/TestRhaiFeaturesCPU2689368373 rhai_features_tests.go:487: TrainJob created: s25be9ab14d7 rhai_features_tests.go:491: Verifying TrainJob annotations match expected config... rhai_features_tests.go:491: progression-tracking: expected=true, actual=true rhai_features_tests.go:491: TrainJob annotations match expected config rhai_features_tests.go:495: Running JIT checkpoint suspend/resume test... rhai_features_tests.go:496: Starting JIT checkpoint verification for TrainJob s25be9ab14d7 (checkpoint_dir=/workspace/checkpoints) rhai_features_tests.go:496: Step 1: Waiting for training pods to start... rhai_features_tests.go:496: Training pods are running rhai_features_tests.go:496: Waiting for training to complete at least 2 epochs (checking logs)... rhai_features_tests.go:1057: Epoch 2 (>= 2) detected in pod s25be9ab14d7-node-0-0-hsc6k logs rhai_features_tests.go:496: At least 2 epochs completed - ready to suspend rhai_features_tests.go:496: Waiting for progression tracking to be captured by operator... rhai_features_tests.go:496: Progression captured by operator rhai_features_tests.go:496: Step 2: Suspending TrainJob to trigger checkpoint save... rhai_features_tests.go:496: TrainJob s25be9ab14d7 suspended rhai_features_tests.go:496: Step 3: Waiting for training pods to fully terminate... rhai_features_tests.go:496: All training pods terminated - checkpoint should be saved rhai_features_tests.go:496: Step 4: Verifying job is suspended (not completed or failed)... rhai_features_tests.go:496: TrainJob is suspended rhai_features_tests.go:496: Step 5: Reading progression state after suspend... rhai_features_tests.go:496: Pre-resume state: epoch=2.00, progress=40% rhai_features_tests.go:496: Step 6: Resuming TrainJob to verify checkpoint restore... rhai_features_tests.go:496: TrainJob s25be9ab14d7 resumed rhai_features_tests.go:496: Waiting for new training pods to start... rhai_features_tests.go:496: New training pods started rhai_features_tests.go:496: Step 7: Waiting for progress update after resume... rhai_features_tests.go:496: Post-resume state: epoch=2.00, progress=40% rhai_features_tests.go:496: Checkpoint verification: Progress preserved after resume rhai_features_tests.go:496: Step 8: Waiting for training to complete after resume... rhai_features_tests.go:496: TrainJob completed successfully after checkpoint restore rhai_features_tests.go:496: Step 9: Verifying checkpoint was loaded from logs... rhai_features_tests.go:496: Checkpoint resume verified in pod s25be9ab14d7-node-0-0-ggdn5: Found latest checkpoint: rhai_features_tests.go:496: JIT checkpoint verification completed successfully! rhai_features_tests.go:510: Verifying progression tracking features... rhai_features_tests.go:513: Found 1 training pod(s) for TrainJob s25be9ab14d7 rhai_features_tests.go:513: Pod s25be9ab14d7-node-0-0-ggdn5 termination message: {"progressPercentage": 100, "estimatedRemainingSeconds": 0, "currentStep": 100, "totalSteps": 100, "currentEpoch": 5.0, "totalEpochs": 5, "trainMetrics": {"loss": 2.064496612548828, "grad_norm": 7.317352294921875, "learning_rate": 5.000000000000001e-07, "throughput_samples_sec": 1.404, "train_loss": 1.344347324371338}, "evalMetrics": {"eval_loss": 2.4996681213378906, "eval_runtime": 5.1327, "eval_samples_per_second": 3.897, "eval_steps_per_second": 0.584}} rhai_features_tests.go:513: trainMetrics: map[grad_norm:7.317352294921875 learning_rate:5.000000000000001e-07 loss:2.064496612548828 throughput_samples_sec:1.404 train_loss:1.344347324371338] rhai_features_tests.go:513: evalMetrics: map[eval_loss:2.4996681213378906 eval_runtime:5.1327 eval_samples_per_second:3.897 eval_steps_per_second:0.584] rhai_features_tests.go:513: Termination message verified for pod s25be9ab14d7-node-0-0-ggdn5 rhai_features_tests.go:518: progression-tracking annotation is 'true' rhai_features_tests.go:522: metrics-port annotation is '28080' rhai_features_tests.go:526: metrics-poll-interval annotation is '5' rhai_features_tests.go:531: Verifying training completion via pod termination message (authoritative source)... rhai_features_tests.go:549: Found 100% progress in termination message for pod s25be9ab14d7-node-0-0-ggdn5 rhai_features_tests.go:562: Waiting for trainerStatus annotation to reach 100% progress... rhai_features_tests.go:581: trainerStatus: {"progressPercentage":100,"estimatedRemainingSeconds":0,"currentStep":100,"totalSteps":100,"currentEpoch":5,"totalEpochs":5,"trainMetrics":{"grad_norm":7.317352294921875,"learning_rate":5.000000000000001e-7,"loss":2.064496612548828},"evalMetrics":{"eval_loss":2.4996681213378906,"eval_runtime":5.1327,"eval_samples_per_second":3.897,"eval_steps_per_second":0.584},"lastUpdatedTime":"2026-10-30T14:36:48Z"} rhai_features_tests.go:586: progressPercentage: 100% rhai_features_tests.go:590: currentStep: 100/100 rhai_features_tests.go:594: currentEpoch: 5/5 rhai_features_tests.go:599: estimatedRemainingSeconds: 0 rhai_features_tests.go:601: Progression tracking verification passed! rhai_features_tests.go:613: All RHAI features tests passed! test.go:171: Retrieving Pod Container test-ns-dbw94/dw-deployment-856g8-797b5784c6-sbcd5/notebook logs test.go:171: Retrieving Pod Container test-ns-dbw94/s25be9ab14d7-node-0-0-ggdn5/node logs --- PASS: TestRhaiFeaturesCPU (547.63s) === RUN TestRhaiTrainingProgressionCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestRhaiTrainingProgressionCuda (0.00s) === RUN TestRhaiJitCheckpointingCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestRhaiJitCheckpointingCuda (0.00s) === RUN TestRhaiFeaturesCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestRhaiFeaturesCuda (0.00s) === RUN TestRhaiTrainingProgressionRocm test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' --- SKIP: TestRhaiTrainingProgressionRocm (0.00s) === RUN TestRhaiJitCheckpointingRocm test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' --- SKIP: TestRhaiJitCheckpointingRocm (0.00s) === RUN TestRhaiFeaturesRocm test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' --- SKIP: TestRhaiFeaturesRocm (0.00s) === RUN TestRhaiTrainingProgressionMultiGpuCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestRhaiTrainingProgressionMultiGpuCuda (0.00s) === RUN TestRhaiJitCheckpointingMultiGpuCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestRhaiJitCheckpointingMultiGpuCuda (0.00s) === RUN TestRhaiFeaturesMultiGpuCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestRhaiFeaturesMultiGpuCuda (0.00s) === RUN TestRhaiTrainingProgressionMultiGpuRocm test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' --- SKIP: TestRhaiTrainingProgressionMultiGpuRocm (0.00s) === RUN TestRhaiJitCheckpointingMultiGpuRocm test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' --- SKIP: TestRhaiJitCheckpointingMultiGpuRocm (0.00s) === RUN TestRhaiFeaturesMultiGpuRocm test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' --- SKIP: TestRhaiFeaturesMultiGpuRocm (0.00s) === RUN TestTrainingFailureScenarios test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestTrainingFailureScenarios (0.00s) === RUN TestTorchrunTrainingFailure test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestTorchrunTrainingFailure (0.00s) === RUN TestRhaiS3CheckpointingCPU rhai_features_tests.go:189: Using folder s3://training-kubeflow-e2e/checkpoints-TestRhaiS3CheckpointingCPU-1793371019437763226 for checkpoints rhai_features_tests.go:258: Created User RoleBinding test-ns-4vj5w/rb-dqsj8 successfully rhai_features_tests.go:259: Created User RoleBinding test-ns-4vj5w/rb-pg74c successfully rhai_features_tests.go:259: Created ClusterRole /clusterrole-mtntr successfully rhai_features_tests.go:259: Created User ClusterRoleBinding crb-hzmch successfully rhai_features_tests.go:273: Created ConfigMap test-ns-4vj5w/config-m2v7q successfully rhai_features_tests.go:276: Found NFS StorageClass 'nfs' with provisioner 'example.com/nfs' which supports RWX. rhai_features_tests.go:278: Created PersistentVolumeClaim test-ns-4vj5w/pvc-qt4mf successfully rhai_features_tests.go:319: Using internal endpoint for in-cluster pods: http://s4.s4.svc.cluster.local:7480 (external: https://s4-api-s4.apps.b263a78e1a6a340850b1.prod.konflux-ocp-ci.dev) rhai_features_tests.go:364: HuggingFace mode: S3 not configured for models/datasets, will download from HF Hub rhai_features_tests.go:382: Created Secret test-ns-4vj5w/secret-97jlf successfully rhai_features_tests.go:383: Created Data Connection secret: secret-97jlf for cloud checkpoint storage rhai_features_tests.go:389: Data Connection configured for cloud checkpointing: s3://training-kubeflow-e2e/checkpoints-TestRhaiS3CheckpointingCPU-1793371019437763226/checkpoints rhai_features_tests.go:402: Using Red Hat PyPI index for cpu (kubeflow not on public PyPI) rhai_features_tests.go:416: OpenShift API URL: https://a8441adc32f374102892c7ee7d01b8a7-d071e663d2213b72.elb.us-east-2.amazonaws.com:6443 rhai_features_tests.go:444: Feature config: ProgressionTracking=false, JitCheckpoint=true, Accelerator=cpu, NumNodes=1, NumGpusPerNode=1, Notebook=rhai_features.ipynb dscInitialization.go:44: Using applications namespace from env var APPLICATIONS_NAMESPACE: redhat-ods-applications environment.go:170: Using notebook image from ImageStream training-hub-universal-cpu:3.5 source: quay.io/rhoai/odh-th-torch-cpu-py312-rhel9:on-pr-1327 notebook.go:44: Created test Deployment test-ns-4vj5w/dw-deployment-l8tkk test.go:145: Creating output directory in parent directory: /workspace/artifacts-dir test.go:160: Output directory has been created at: /workspace/artifacts-dir/TestRhaiS3CheckpointingCPU797243938 rhai_features_tests.go:487: TrainJob created: z67b5248bd82 rhai_features_tests.go:491: Verifying TrainJob annotations match expected config... rhai_features_tests.go:491: progression-tracking: expected=empty/false, actual= rhai_features_tests.go:491: TrainJob annotations match expected config rhai_features_tests.go:495: Running JIT checkpoint suspend/resume test... rhai_features_tests.go:496: Starting JIT checkpoint verification for TrainJob z67b5248bd82 (checkpoint_dir=s3://training-kubeflow-e2e/checkpoints-TestRhaiS3CheckpointingCPU-1793371019437763226/checkpoints) rhai_features_tests.go:496: Step 1: Waiting for training pods to start... rhai_features_tests.go:496: Training pods are running rhai_features_tests.go:496: Waiting for training to complete at least 2 epochs (checking logs)... rhai_features_tests.go:1057: Epoch 2 (>= 2) detected in pod z67b5248bd82-node-0-0-r2vgp logs rhai_features_tests.go:496: At least 2 epochs completed - ready to suspend rhai_features_tests.go:496: Step 1b: Verifying cloud checkpoint upload is working... rhai_features_tests.go:780: SDK save_strategy override confirmed in pod logs rhai_features_tests.go:798: Cloud checkpoint upload confirmed in pod logs rhai_features_tests.go:496: Cloud checkpoint upload verified in logs - verifying checkpoints exist in S3... rhai_features_tests.go:814: Checkpoints verified in S3: s3://training-kubeflow-e2e/checkpoints-TestRhaiS3CheckpointingCPU-1793371019437763226/checkpoints rhai_features_tests.go:496: Cloud checkpoint upload verified - checkpoints confirmed in S3 storage rhai_features_tests.go:496: Step 2: Suspending TrainJob to trigger checkpoint save... rhai_features_tests.go:496: TrainJob z67b5248bd82 suspended rhai_features_tests.go:496: Step 3: Waiting for training pods to fully terminate... rhai_features_tests.go:496: All training pods terminated - checkpoint should be saved rhai_features_tests.go:496: Step 4: Verifying job is suspended (not completed or failed)... rhai_features_tests.go:496: TrainJob is suspended rhai_features_tests.go:496: Step 6: Resuming TrainJob to verify checkpoint restore... rhai_features_tests.go:496: TrainJob z67b5248bd82 resumed rhai_features_tests.go:496: Waiting for new training pods to start... rhai_features_tests.go:496: New training pods started rhai_features_tests.go:496: Step 8: Waiting for training to complete after resume... rhai_features_tests.go:496: TrainJob completed successfully after checkpoint restore rhai_features_tests.go:496: Step 9: Verifying checkpoint was loaded from logs... rhai_features_tests.go:496: Checkpoint resume verified in pod z67b5248bd82-node-0-0-2tqvh: Download complete rhai_features_tests.go:496: JIT checkpoint verification completed successfully! rhai_features_tests.go:604: Verifying progression tracking is disabled... rhai_features_tests.go:610: trainerStatus annotation is empty as expected rhai_features_tests.go:613: All RHAI features tests passed! rhai_features_tests.go:185: Test folder deleted: s3://training-kubeflow-e2e/checkpoints-TestRhaiS3CheckpointingCPU-1793371019437763226 test.go:171: Retrieving Pod Container test-ns-4vj5w/dw-deployment-l8tkk-d8859bfcc-sgznk/notebook logs test.go:171: Retrieving Pod Container test-ns-4vj5w/z67b5248bd82-node-0-0-2tqvh/node logs --- PASS: TestRhaiS3CheckpointingCPU (538.60s) === RUN TestRhaiS3FsdpFullStateCheckpointingCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestRhaiS3FsdpFullStateCheckpointingCuda (0.00s) === RUN TestRhaiS3FsdpFullStateCheckpointingMultiProcessCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestRhaiS3FsdpFullStateCheckpointingMultiProcessCuda (0.00s) === RUN TestRhaiS3FsdpSharedStateCheckpointingCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestRhaiS3FsdpSharedStateCheckpointingCuda (0.00s) === RUN TestRhaiS3FsdpSharedStateCheckpointingMultiGpuCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestRhaiS3FsdpSharedStateCheckpointingMultiGpuCuda (0.00s) === RUN TestRhaiS3DeepspeedStage0CheckpointingCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestRhaiS3DeepspeedStage0CheckpointingCuda (0.00s) === RUN TestRhaiS3DeepspeedStage0CheckpointingMultiGpuCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestRhaiS3DeepspeedStage0CheckpointingMultiGpuCuda (0.00s) === RUN TestPyTorchDDPMultiNodeMultiCPUWithTorchCuda28 utils_runtimes.go:136: Using image from ClusterTrainingRuntime "torch-distributed-cpu": quay.io/rhoai/odh-th-torch-cpu-py312-rhel9:on-pr-1327 kueue_operator.go:105: SetupKueue: no DataScienceCluster found; using standalone RHBoK kueue_operator.go:227: Kueue CR 'cluster' exists kueue_operator.go:229: Waiting for Kueue CR to be ready... kueue_operator.go:236: Kueue CR is ready kueue_operator.go:239: Verifying TrainJob framework is present in Kueue CR... kueue_operator.go:243: TrainJob framework is present in Kueue CR trainer_fashion_mnist_training_test.go:92: Created Kueue-managed namespace: test-ns-27d9w trainer_fashion_mnist_training_test.go:95: Found NFS StorageClass 'nfs' with provisioner 'example.com/nfs' which supports RWX. trainer_fashion_mnist_training_test.go:99: Created PersistentVolumeClaim test-ns-27d9w/pvc-ftrbw successfully trainer_fashion_mnist_training_test.go:107: Created ConfigMap test-ns-27d9w/config-qxlk2 successfully trainer_fashion_mnist_training_test.go:110: Created Kueue ResourceFlavor rf-fckvm successfully trainer_fashion_mnist_training_test.go:152: Created Kueue ClusterQueue cq-kclrv successfully trainer_fashion_mnist_training_test.go:154: Created Kueue LocalQueue test-ns-27d9w/lq-cmxb5 successfully trainer_fashion_mnist_training_test.go:157: Created TrainingRuntime test-ns-27d9w/test-fashion-mnist-runtime-q8v7r with dataset-initializer trainer_fashion_mnist_training_test.go:160: S3/Minio configuration incomplete or not provided, dataset-initializer will use public mirrors trainer_fashion_mnist_training_test.go:160: Created TrainJob test-ns-27d9w/test-fashion-mnist-trainjob-4ptdq trainer_fashion_mnist_training_test.go:170: Kueue Workload admitted trainer_fashion_mnist_training_test.go:173: Verifying JobSet creation with replicated jobs... trainer_fashion_mnist_training_test.go:177: JobSet created with 2 replicated jobs (dataset-initializer, node) trainer_fashion_mnist_training_test.go:179: Checking JobSet status... test.go:145: Creating output directory in parent directory: /workspace/artifacts-dir test.go:160: Output directory has been created at: /workspace/artifacts-dir/TestPyTorchDDPMultiNodeMultiCPUWithTorchCuda282889780826 trainer_fashion_mnist_training_test.go:183: JobSet marked as completed trainer_fashion_mnist_training_test.go:188: TrainJob test-ns-27d9w/test-fashion-mnist-trainjob-4ptdq completed test.go:171: Retrieving Pod Container test-ns-27d9w/test-fashion-mnist-trainjob-4ptdq-dataset-initializer-0-0-gm5kc/dataset-initializer logs test.go:171: Retrieving Pod Container test-ns-27d9w/test-fashion-mnist-trainjob-4ptdq-node-0-0-t8lvt/node logs test.go:171: Retrieving Pod Container test-ns-27d9w/test-fashion-mnist-trainjob-4ptdq-node-0-1-dfpw4/node logs --- PASS: TestPyTorchDDPMultiNodeMultiCPUWithTorchCuda28 (137.31s) === RUN TestPyTorchDDPSingleNodeSingleGPUWithTorchCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestPyTorchDDPSingleNodeSingleGPUWithTorchCuda (0.00s) === RUN TestPyTorchDDPSingleNodeMultiGPUWithTorchCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestPyTorchDDPSingleNodeMultiGPUWithTorchCuda (0.00s) === RUN TestPyTorchDDPMultiNodeSingleGPUWithTorchCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestPyTorchDDPMultiNodeSingleGPUWithTorchCuda (0.00s) === RUN TestPyTorchDDPMultiNodeMultiGPUWithTorchCuda test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestPyTorchDDPMultiNodeMultiGPUWithTorchCuda (0.00s) === RUN TestPyTorchDDPSingleNodeSingleGPUWithTorchRocm test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' --- SKIP: TestPyTorchDDPSingleNodeSingleGPUWithTorchRocm (0.00s) === RUN TestPyTorchDDPSingleNodeMultiGPUWithTorchRocm test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' --- SKIP: TestPyTorchDDPSingleNodeMultiGPUWithTorchRocm (0.00s) === RUN TestPyTorchDDPMultiNodeSingleGPUWithTorchRocm test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' --- SKIP: TestPyTorchDDPMultiNodeSingleGPUWithTorchRocm (0.00s) === RUN TestPyTorchDDPMultiNodeMultiGPUWithTorchRocm test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' --- SKIP: TestPyTorchDDPMultiNodeMultiGPUWithTorchRocm (0.00s) === RUN TestKueueWorkloadPreemptionSuspendsTrainJob test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Tier1' --- SKIP: TestKueueWorkloadPreemptionSuspendsTrainJob (0.00s) === RUN TestKueueWorkloadInadmissibleWithNonExistentLocalQueue kueue_operator.go:105: SetupKueue: no DataScienceCluster found; using standalone RHBoK kueue_operator.go:227: Kueue CR 'cluster' exists kueue_operator.go:229: Waiting for Kueue CR to be ready... kueue_operator.go:236: Kueue CR is ready kueue_operator.go:239: Verifying TrainJob framework is present in Kueue CR... kueue_operator.go:243: TrainJob framework is present in Kueue CR trainer_kueue_integration_test.go:182: Created Kueue-managed namespace: test-ns-fh64t trainer_kueue_integration_test.go:187: Creating TrainJob with non-existent LocalQueue... trainer_kueue_integration_test.go:213: TrainJob created: test-non-existent-localqueue-trainjob-rwjxx trainer_kueue_integration_test.go:216: Verifying Workload is Inadmissible due to non-existent LocalQueue... trainer_kueue_integration_test.go:230: Workload 'trainjob-test-non-existent-localqueue-trainjob-rwjxx-676ab' is Inadmissible as LocalQueue non-existent-queue doesn't exist trainer_kueue_integration_test.go:236: TrainJob 'test-non-existent-localqueue-trainjob-rwjxx' is suspended as expected trainer_kueue_integration_test.go:238: Non-existent LocalQueue causes Workload Inadmissible - verified successfully! test.go:145: Creating output directory in parent directory: /workspace/artifacts-dir test.go:160: Output directory has been created at: /workspace/artifacts-dir/TestKueueWorkloadInadmissibleWithNonExistentLocalQueue1250329577 --- PASS: TestKueueWorkloadInadmissibleWithNonExistentLocalQueue (1.27s) === RUN TestKueueSchedulingReachesTrainJobPods test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Tier1' --- SKIP: TestKueueSchedulingReachesTrainJobPods (0.00s) === RUN TestSetupUpgradeTrainJob trainer_kueue_upgrade_training_test.go:82: Skip due to issue RHOAIENG-48867 --- SKIP: TestSetupUpgradeTrainJob (0.00s) === RUN TestRunUpgradeTrainJob trainer_kueue_upgrade_training_test.go:157: Skip due to issue RHOAIENG-48867 --- SKIP: TestRunUpgradeTrainJob (0.00s) === RUN TestSetupSpecificRuntimeUpgradeTrainJob trainer_kueue_upgrade_training_test.go:204: Skip due to issue RHOAIENG-48867 --- SKIP: TestSetupSpecificRuntimeUpgradeTrainJob (0.00s) === RUN TestRunSpecificRuntimeUpgradeTrainJob trainer_kueue_upgrade_training_test.go:294: Skip due to issue RHOAIENG-48867 --- SKIP: TestRunSpecificRuntimeUpgradeTrainJob (0.00s) === RUN TestSetupCustomRuntimeUpgradeTrainJob trainer_kueue_upgrade_training_test.go:372: Skip due to issue RHOAIENG-87834 --- SKIP: TestSetupCustomRuntimeUpgradeTrainJob (0.00s) === RUN TestRunCustomRuntimeUpgradeTrainJob trainer_kueue_upgrade_training_test.go:458: Skip due to issue RHOAIENG-87834 --- SKIP: TestRunCustomRuntimeUpgradeTrainJob (0.00s) === RUN TestMultiNodeOpenMPITrainJob trainer_mpi_test.go:35: Skip due to issue RHOAIENG-61966 --- SKIP: TestMultiNodeOpenMPITrainJob (0.00s) === RUN TestOpenMPICudaTrainJobKueueIntegration trainer_openmpi_kueue_integration_test.go:36: Skip due to issue RHOAIENG-61966 --- SKIP: TestOpenMPICudaTrainJobKueueIntegration (0.00s) === RUN TestOpenMPICudaTrainJobKueueWorkloadDeactivateReactivate trainer_openmpi_kueue_integration_test.go:138: Skip due to issue RHOAIENG-61966 --- SKIP: TestOpenMPICudaTrainJobKueueWorkloadDeactivateReactivate (0.00s) === RUN TestSftStockTrlSingleNodeSingleGPU test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' --- SKIP: TestSftStockTrlSingleNodeSingleGPU (0.00s) === RUN TestSftStockTrlSingleNodeSingleGPUWithTorchRocm test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' --- SKIP: TestSftStockTrlSingleNodeSingleGPUWithTorchRocm (0.00s) === RUN TestKubeflowTrainerSmoke test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Smoke' --- SKIP: TestKubeflowTrainerSmoke (0.00s) === RUN TestSetupTrainingRuntime test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Pre-Upgrade' --- SKIP: TestSetupTrainingRuntime (0.00s) === RUN TestVerifyTrainingRuntime test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Post-Upgrade' --- SKIP: TestVerifyTrainingRuntime (0.00s) === RUN TestSetupSleepTrainJob test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Pre-Upgrade' --- SKIP: TestSetupSleepTrainJob (0.00s) === RUN TestVerifySleepTrainJob test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Post-Upgrade' --- SKIP: TestVerifySleepTrainJob (0.00s) PASS TearDown: Skipping Kueue teardown because no DataScienceCluster is installed ok github.com/opendatahub-io/distributed-workloads/tests/trainer 2345.302s === Skipped === SKIP: tests/trainer TestDefaultClusterTrainingRuntimes (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Smoke' === SKIP: tests/trainer TestOpenMPICudaClusterTrainingRuntime (0.00s) cluster_training_runtimes_test.go:125: Skip due to issue RHOAIENG-61966 === SKIP: tests/trainer TestDefaultTrainingHubRuntimesMatchDefaultClusterRuntimes (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Smoke' === SKIP: tests/trainer TestRunTrainJobWithDefaultClusterTrainingRuntimes (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Tier1' === SKIP: tests/trainer TestJobSetWorkflow (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Tier1' === SKIP: tests/trainer TestKubeflowSdk (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Tier1' === SKIP: tests/trainer TestKubeflowSdkKueueIntegration (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Tier1' === SKIP: tests/trainer TestKubeflowSdkOpenMPICudaKueueIntegration (0.00s) kubeflow_sdk_test.go:40: Skip due to issue RHOAIENG-61966 === SKIP: tests/trainer TestSftTrainingHubSingleNodeSingleGPU (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestOsftTrainingHubSingleNodeSingleGPU (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestLoraTrainingHubSingleNodeSingleGPU (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestOsftTrainingHubMultiNodeMultiGPU (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestLoraTrainingHubMultiNodeMultiGPU (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestSftTrainingHubMultiNodeMultiGPU (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiTrainingProgressionCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiJitCheckpointingCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiFeaturesCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiTrainingProgressionRocm (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' === SKIP: tests/trainer TestRhaiJitCheckpointingRocm (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' === SKIP: tests/trainer TestRhaiFeaturesRocm (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' === SKIP: tests/trainer TestRhaiTrainingProgressionMultiGpuCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiJitCheckpointingMultiGpuCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiFeaturesMultiGpuCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiTrainingProgressionMultiGpuRocm (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' === SKIP: tests/trainer TestRhaiJitCheckpointingMultiGpuRocm (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' === SKIP: tests/trainer TestRhaiFeaturesMultiGpuRocm (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' === SKIP: tests/trainer TestTrainingFailureScenarios (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestTorchrunTrainingFailure (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiS3FsdpFullStateCheckpointingCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiS3FsdpFullStateCheckpointingMultiProcessCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiS3FsdpSharedStateCheckpointingCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiS3FsdpSharedStateCheckpointingMultiGpuCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiS3DeepspeedStage0CheckpointingCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestRhaiS3DeepspeedStage0CheckpointingMultiGpuCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestPyTorchDDPSingleNodeSingleGPUWithTorchCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestPyTorchDDPSingleNodeMultiGPUWithTorchCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestPyTorchDDPMultiNodeSingleGPUWithTorchCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestPyTorchDDPMultiNodeMultiGPUWithTorchCuda (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestPyTorchDDPSingleNodeSingleGPUWithTorchRocm (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' === SKIP: tests/trainer TestPyTorchDDPSingleNodeMultiGPUWithTorchRocm (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' === SKIP: tests/trainer TestPyTorchDDPMultiNodeSingleGPUWithTorchRocm (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' === SKIP: tests/trainer TestPyTorchDDPMultiNodeMultiGPUWithTorchRocm (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' === SKIP: tests/trainer TestKueueWorkloadPreemptionSuspendsTrainJob (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Tier1' === SKIP: tests/trainer TestKueueSchedulingReachesTrainJobPods (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Tier1' === SKIP: tests/trainer TestSetupUpgradeTrainJob (0.00s) trainer_kueue_upgrade_training_test.go:82: Skip due to issue RHOAIENG-48867 === SKIP: tests/trainer TestRunUpgradeTrainJob (0.00s) trainer_kueue_upgrade_training_test.go:157: Skip due to issue RHOAIENG-48867 === SKIP: tests/trainer TestSetupSpecificRuntimeUpgradeTrainJob (0.00s) trainer_kueue_upgrade_training_test.go:204: Skip due to issue RHOAIENG-48867 === SKIP: tests/trainer TestRunSpecificRuntimeUpgradeTrainJob (0.00s) trainer_kueue_upgrade_training_test.go:294: Skip due to issue RHOAIENG-48867 === SKIP: tests/trainer TestSetupCustomRuntimeUpgradeTrainJob (0.00s) trainer_kueue_upgrade_training_test.go:372: Skip due to issue RHOAIENG-87834 === SKIP: tests/trainer TestRunCustomRuntimeUpgradeTrainJob (0.00s) trainer_kueue_upgrade_training_test.go:458: Skip due to issue RHOAIENG-87834 === SKIP: tests/trainer TestMultiNodeOpenMPITrainJob (0.00s) trainer_mpi_test.go:35: Skip due to issue RHOAIENG-61966 === SKIP: tests/trainer TestOpenMPICudaTrainJobKueueIntegration (0.00s) trainer_openmpi_kueue_integration_test.go:36: Skip due to issue RHOAIENG-61966 === SKIP: tests/trainer TestOpenMPICudaTrainJobKueueWorkloadDeactivateReactivate (0.00s) trainer_openmpi_kueue_integration_test.go:138: Skip due to issue RHOAIENG-61966 === SKIP: tests/trainer TestSftStockTrlSingleNodeSingleGPU (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-CUDA' === SKIP: tests/trainer TestSftStockTrlSingleNodeSingleGPUWithTorchRocm (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'KFTO-ROCm' === SKIP: tests/trainer TestKubeflowTrainerSmoke (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Smoke' === SKIP: tests/trainer TestSetupTrainingRuntime (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Pre-Upgrade' === SKIP: tests/trainer TestVerifyTrainingRuntime (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Post-Upgrade' === SKIP: tests/trainer TestSetupSleepTrainJob (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Pre-Upgrade' === SKIP: tests/trainer TestVerifySleepTrainJob (0.00s) test_tag.go:37: Test tier 'Tier2' doesn't match expected tier 'Post-Upgrade' DONE 67 tests, 60 skipped in 2345.302s