tenzen-y steps down from Katib approver role (#2561 )

Signed-off-by: Yuki Iwai <yuki.iwai.tz@gmail.com>
Bump golang.org/x/crypto from 0.31.0 to 0.35.0 (#2543 )
2025-07-28 13:27:49 +00:00 · 2025-07-16 20:08:39 +00:00 · 2025-07-16 19:17:38 +00:00 · 2025-07-15 16:29:38 +00:00 · 2025-07-13 22:06:21 +00:00 · 2025-06-26 14:13:16 +00:00
102 changed files with 1435 additions and 788 deletions
--- a/.github/workflows/build-and-publish-images.yaml
+++ b/.github/workflows/build-and-publish-images.yaml
@ -1,5 +1,5 @@
 # Reusable workflows for publishing Katib images.
-name: Build And Publish Images
+name: Build and Publish Images

 on:
  workflow_call:
@ -21,31 +21,50 @@ on:

 jobs:
  build-and-publish:
-    name: Publish Image
+    name: Build and Publish Images
    runs-on: ubuntu-22.04
+
    steps:
      - name: Checkout
        uses: actions/checkout@v4

-      - name: Docker Login
-        # Trigger workflow only for kubeflow/katib repository with specific branch (master, release-.*) or tag (v.*).
-        if: >-
-          github.repository == 'kubeflow/katib' &&
-          (github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/heads/release-') || startsWith(github.ref, 'refs/tags/v'))
+      - name: Set Publish Condition
+        id: publish-condition
+        shell: bash
+        run: |
+          if [[ "${{ github.repository }}" == 'kubeflow/katib' && \
+                ( "${{ github.ref }}" == 'refs/heads/master' || \
+                  "${{ github.ref }}" =~ ^refs/heads/release- || \
+                  "${{ github.ref }}" =~ ^refs/tags/v ) ]]; then
+            echo "should_publish=true" >> $GITHUB_OUTPUT
+          else
+            echo "should_publish=false" >> $GITHUB_OUTPUT
+          fi
+
+      - name: GHCR Login
+        if: steps.publish-condition.outputs.should_publish == 'true'
        uses: docker/login-action@v3
        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: DockerHub Login
+        if: steps.publish-condition.outputs.should_publish == 'true'
+        uses: docker/login-action@v3
+        with:
+          registry: docker.io
          username: ${{ secrets.DOCKERHUB_USERNAME }}
          password: ${{ secrets.DOCKERHUB_TOKEN }}

      - name: Publish Component ${{ inputs.component-name }}
-        # Trigger workflow only for kubeflow/katib repository with specific branch (master, release-.*) or tag (v.*).
-        if: >-
-          github.repository == 'kubeflow/katib' &&
-          (github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/heads/release-') || startsWith(github.ref, 'refs/tags/v'))
+        if: steps.publish-condition.outputs.should_publish == 'true'
        id: publish
        uses: ./.github/workflows/template-publish-image
        with:
-          image: docker.io/kubeflowkatib/${{ inputs.component-name }}
+          image: |
+            ghcr.io/kubeflow/katib/${{ inputs.component-name }}
+            docker.io/kubeflowkatib/${{ inputs.component-name }}
          dockerfile: ${{ inputs.dockerfile }}
          platforms: ${{ inputs.platforms }}
          push: true
@ -54,7 +73,9 @@ jobs:
        if: steps.publish.outcome == 'skipped'
        uses: ./.github/workflows/template-publish-image
        with:
-          image: docker.io/kubeflowkatib/${{ inputs.component-name }}
+          image: |
+            ghcr.io/kubeflow/katib/${{ inputs.component-name }}
+            docker.io/kubeflowkatib/${{ inputs.component-name }}
          dockerfile: ${{ inputs.dockerfile }}
          platforms: ${{ inputs.platforms }}
          push: false
--- a/.github/workflows/e2e-test-tune-api.yaml
+++ b/.github/workflows/e2e-test-tune-api.yaml
@ -21,7 +21,12 @@ jobs:
        uses: ./.github/workflows/template-setup-e2e-test
        with:
          kubernetes-version: ${{ matrix.kubernetes-version }}
-
+      
+      - name: Install Katib SDK with extra requires
+        shell: bash
+        run: |
+          pip install --prefer-binary -e 'sdk/python/v1beta1[huggingface]'
+      
      - name: Run e2e test with tune API
        uses: ./.github/workflows/template-e2e-test
        with:
--- a/.github/workflows/free-up-disk-space/action.yaml
+++ b/.github/workflows/free-up-disk-space/action.yaml
@ -0,0 +1,49 @@
+name: Free-Up Disk Space
+description: Remove Non-Essential Tools And Move Docker Data Directory to /mnt/docker
+
+runs:
+  using: composite
+  steps:
+    # This step is a Workaround to avoid the "No space left on device" error.
+    # ref: https://github.com/actions/runner-images/issues/2840
+    - name: Remove unnecessary files
+      shell: bash
+      run: |
+        echo "Disk usage before cleanup:"
+        df -hT
+
+        sudo rm -rf /usr/share/dotnet
+        sudo rm -rf /opt/ghc
+        sudo rm -rf /usr/local/share/boost
+        sudo rm -rf "$AGENT_TOOLSDIRECTORY"
+        sudo rm -rf /usr/local/lib/android
+        sudo rm -rf /usr/local/share/powershell
+        sudo rm -rf /usr/share/swift
+
+        echo "Disk usage after cleanup:"
+        df -hT
+
+    - name: Prune docker images
+      shell: bash
+      run: |
+        docker image prune -a -f
+        docker system df
+        df -hT
+
+    - name: Move docker data directory
+      shell: bash
+      run: |
+        echo "Stopping docker service ..."
+        sudo systemctl stop docker
+        DOCKER_DEFAULT_ROOT_DIR=/var/lib/docker
+        DOCKER_ROOT_DIR=/mnt/docker
+        echo "Moving ${DOCKER_DEFAULT_ROOT_DIR} -> ${DOCKER_ROOT_DIR}"
+        sudo mv ${DOCKER_DEFAULT_ROOT_DIR} ${DOCKER_ROOT_DIR}
+        echo "Creating symlink ${DOCKER_DEFAULT_ROOT_DIR} -> ${DOCKER_ROOT_DIR}"
+        sudo ln -s ${DOCKER_ROOT_DIR} ${DOCKER_DEFAULT_ROOT_DIR}
+        echo "$(sudo ls -l ${DOCKER_DEFAULT_ROOT_DIR})"
+        echo "Starting docker service ..."
+        sudo systemctl daemon-reload
+        sudo systemctl start docker
+        echo "Docker service status:"
+        sudo systemctl --no-pager -l -o short status docker
--- a/.github/workflows/template-setup-e2e-test/action.yaml
+++ b/.github/workflows/template-setup-e2e-test/action.yaml
@ -17,19 +17,8 @@ runs:
  steps:
    # This step is a Workaround to avoid the "No space left on device" error.
    # ref: https://github.com/actions/runner-images/issues/2840
-    - name: Remove unnecessary files
-      shell: bash
-      run: |
-        sudo rm -rf /usr/share/dotnet
-        sudo rm -rf /opt/ghc
-        sudo rm -rf "/usr/local/share/boost"
-        sudo rm -rf "$AGENT_TOOLSDIRECTORY"
-        sudo rm -rf /usr/local/lib/android
-        sudo rm -rf /usr/local/share/powershell
-        sudo rm -rf /usr/share/swift
-
-        echo "Disk usage after cleanup:"
-        df -h
+    - name: Free-Up Disk Space
+      uses: ./.github/workflows/free-up-disk-space

    - name: Setup kubectl
      uses: azure/setup-kubectl@v4
--- a/.github/workflows/trigger-rerun-test.yaml
+++ b/.github/workflows/trigger-rerun-test.yaml
@ -1,16 +0,0 @@
-name: Re-Run PR Tests
-
-on:
-  issue_comment:
-    types: [created]
-
-jobs:
-  rerun_pr_tests:
-    name: rerun_pr_tests
-    if: ${{ github.event.issue.pull_request }}
-    runs-on: ubuntu-20.04
-    steps:
-      - uses: estroz/rerun-actions@main
-        with:
-          repo_token: ${{ secrets.GITHUB_TOKEN }}
-          comment_id: ${{ github.event.comment.id }}
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@ -1,5 +1,222 @@
 # Changelog

+# [v0.18.0](https://github.com/kubeflow/katib/tree/v0.18.0) (2025-03-25)
+
+## Breaking Changes
+
+- Move Katib manifest image references to ghcr ([#2535](https://github.com/kubeflow/katib/pull/2535) by [@saileshd1402](https://github.com/saileshd1402))
+- Migrate docker images to ghcr ([#2531](https://github.com/kubeflow/katib/pull/2531) by [@mahdikhashan](https://github.com/mahdikhashan))
+- Upgrade Kubernetes to v1.31.3 ([#2478](https://github.com/kubeflow/katib/pull/2478) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- Upgrade Kubernetes to v1.30.7 ([#2463](https://github.com/kubeflow/katib/pull/2463) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- Drop Python 3.7 and Support Python 3.11 in the SDK ([#2337](https://github.com/kubeflow/katib/pull/2337) by [@tenzen-y](https://github.com/tenzen-y))
+
+## New Features
+
+### Hyperparameter Optimization for LLMs
+
+- [DOCS] move llm hyperparameter optimisation design image to the proposal directory and rename it ([#2472](https://github.com/kubeflow/katib/pull/2472) by [@mahdikhashan](https://github.com/mahdikhashan))
+- [GSoC] Update `tune` API for LLM hyperparameters optimization ([#2393](https://github.com/kubeflow/katib/pull/2393) by [@helenxie-bit](https://github.com/helenxie-bit))
+- [GSoC] Create LLM Hyperparameters Optimization API Proposal ([#2333](https://github.com/kubeflow/katib/pull/2333) by [@helenxie-bit](https://github.com/helenxie-bit))
+
+### Support for Advanced Distributions for HPO
+
+- [GSOC] `optuna` suggestion service logic update ([#2446](https://github.com/kubeflow/katib/pull/2446) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+- [GSOC] `hyperopt` suggestion service logic update ([#2412](https://github.com/kubeflow/katib/pull/2412) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+- [GSOC] Add validator for feasible space distribution ([#2404](https://github.com/kubeflow/katib/pull/2404) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+- [GSOC] added Unknown distribution and convertDistribution in suggestion client ([#2403](https://github.com/kubeflow/katib/pull/2403) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+- [GSOC] Support for various Parameter distributions in Katib ([#2334](https://github.com/kubeflow/katib/pull/2334) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+- [GSoC] Added `DistributionType` to Experiment API ([#2377](https://github.com/kubeflow/katib/pull/2377) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+
+### Push-based Metrics Collector
+
+- [GSoC] Provide a PyTorch MNIST Example for Push-based Metrics Collection ([#2437](https://github.com/kubeflow/katib/pull/2437) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- [GSoC] Compatibility Changes in Trial Controller ([#2394](https://github.com/kubeflow/katib/pull/2394) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- [GSoC] New Interface `report_metrics` in Python SDK ([#2371](https://github.com/kubeflow/katib/pull/2371) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- [GSoC] KEP for Project 6: Push-based Metrics Collection for Katib ([#2328](https://github.com/kubeflow/katib/pull/2328) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- [GSoC] Add New Parameter in `tune` ([#2369](https://github.com/kubeflow/katib/pull/2369) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+
+### SDK Updates
+
+- [SDK] Support PyTorchJob as a Trial Worker ([#2512](https://github.com/kubeflow/katib/pull/2512) by [@andreyvelich](https://github.com/andreyvelich))
+- [SDK] test: Add e2e test for tune function. ([#2399](https://github.com/kubeflow/katib/pull/2399) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- [SDK] improve PVC creation name error ([#2496](https://github.com/kubeflow/katib/pull/2496) by [@mahdikhashan](https://github.com/mahdikhashan))
+- [SDK] Fix empty list for env variables and numpy version ([#2360](https://github.com/kubeflow/katib/pull/2360) by [@andreyvelich](https://github.com/andreyvelich))
+- [SDK] Explain Python version support cycle ([#2354](https://github.com/kubeflow/katib/pull/2354) by [@andreyvelich](https://github.com/andreyvelich))
+
+## Bug Fixes
+
+- fix(webhook): fix validation message in experiment webhook ([#2507](https://github.com/kubeflow/katib/pull/2507) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- Install typing-extensions v4.10.0 to fix Python test error ([#2504](https://github.com/kubeflow/katib/pull/2504) by [@helenxie-bit](https://github.com/helenxie-bit))
+- [SDK] Update `tune` API ([#2497](https://github.com/kubeflow/katib/pull/2497) by [@helenxie-bit](https://github.com/helenxie-bit))
+- fix(api): resolve all api voilation exceptions in katib api ([#2482](https://github.com/kubeflow/katib/pull/2482) by [@truc0](https://github.com/truc0))
+- fix(trial): use propagated gomega to improve debuggability. ([#2432](https://github.com/kubeflow/katib/pull/2432) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- fix(ui): update None Collector with Push Collector. ([#2418](https://github.com/kubeflow/katib/pull/2418) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- fix: Resolve errors in e2e tests for cypress in Katib UI ([#2384](https://github.com/kubeflow/katib/pull/2384) by [@tariq-hasan](https://github.com/tariq-hasan))
+- doc(example): fix the broken link. ([#2433](https://github.com/kubeflow/katib/pull/2433) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- fix: remove remaining MXNet dependency. ([#2456](https://github.com/kubeflow/katib/pull/2456) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- Remove Dropout layer from ENAS Trial container to fix E2E tests ([#2455](https://github.com/kubeflow/katib/pull/2455) by [@andreyvelich](https://github.com/andreyvelich))
+- [SDK] fix grpc related bugs in Python SDK ([#2398](https://github.com/kubeflow/katib/pull/2398) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- [SDK] Fix types error ([#2424](https://github.com/kubeflow/katib/pull/2424) by [@helenxie-bit](https://github.com/helenxie-bit))
+- fix: remove the dependency of `protocmp` in `google.golang.org/protobuf/testing/protocmp`. ([#2391](https://github.com/kubeflow/katib/pull/2391) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- Fix TestReconcileBatchJob ([#2350](https://github.com/kubeflow/katib/pull/2350) by [@forsaken628](https://github.com/forsaken628))
+- Fix apple silicon rosetta error when building images from the source code ([#2342](https://github.com/kubeflow/katib/pull/2342) by [@helenxie-bit](https://github.com/helenxie-bit))
+- fix katib use crds token pipeline trail template guide ([#2330](https://github.com/kubeflow/katib/pull/2330) by [@Jerry-yz](https://github.com/Jerry-yz))
+- Fix Scikit-Learn Version for Skopt Tests ([#2336](https://github.com/kubeflow/katib/pull/2336) by [@andreyvelich](https://github.com/andreyvelich))
+
+## Misc
+
+- Support old-style TensorFlow events (tensorboard) ([#2517](https://github.com/kubeflow/katib/pull/2517) by [@garymm](https://github.com/garymm))
+- Set experiment names at a max of 40 characters. ([#2468](https://github.com/kubeflow/katib/pull/2468) by [@AydanPirani](https://github.com/AydanPirani))
+- [CI] optimize katib ui dockerfile ([#2505](https://github.com/kubeflow/katib/pull/2505) by [@mahdikhashan](https://github.com/mahdikhashan))
+- Sort experiments by descending creation date by default in katib-ui ([#2498](https://github.com/kubeflow/katib/pull/2498) by [@Doris-xm](https://github.com/Doris-xm))
+- [GSoC] Add unit tests for `tune` API ([#2423](https://github.com/kubeflow/katib/pull/2423) by [@helenxie-bit](https://github.com/helenxie-bit))
+- Update MutatingWebhookConfiguration: Switch from objectSelector to AdmissionWebhookMatchConditions ([#2241](https://github.com/kubeflow/katib/pull/2241) by [@lianghao208](https://github.com/lianghao208))
+- chore: supporting the listen-address parameter on db-manager ([#2465](https://github.com/kubeflow/katib/pull/2465) by [@caiofralmeida](https://github.com/caiofralmeida))
+- Upgrade klog to v2 ([#2470](https://github.com/kubeflow/katib/pull/2470) by [@Doris-xm](https://github.com/Doris-xm))
+- Ignore cache exporting errors in the image building workflows ([#2487](https://github.com/kubeflow/katib/pull/2487) by [@Doris-xm](https://github.com/Doris-xm))
+- Upgrade grpcio version to v1.64.1 ([#2483](https://github.com/kubeflow/katib/pull/2483) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- docs: remove katib workflow ([#2443](https://github.com/kubeflow/katib/pull/2443) by [@gonmmarques](https://github.com/gonmmarques))
+- Migrate KatibCertGenerator to OPA CertController ([#2345](https://github.com/kubeflow/katib/pull/2345) by [@forsaken628](https://github.com/forsaken628))
+- Promote @Electronic-Waste and @helenxie-bit as Katib reviewers ([#2439](https://github.com/kubeflow/katib/pull/2439) by [@andreyvelich](https://github.com/andreyvelich))
+- Update README and out-of-date docs ([#2438](https://github.com/kubeflow/katib/pull/2438) by [@andreyvelich](https://github.com/andreyvelich))
+- Changes isort profile to black, to be fully compatible and adds 'pkg' dir for black and flake8 ([#2413](https://github.com/kubeflow/katib/pull/2413) by [@Ygnas](https://github.com/Ygnas))
+- Introduced error constants and replaced reflect with cmp ([#2289](https://github.com/kubeflow/katib/pull/2289) by [@tariq-hasan](https://github.com/tariq-hasan))
+- [Test] Refactor `inject_webhook_test.go` according to the Developer Guide ([#2401](https://github.com/kubeflow/katib/pull/2401) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- Enhance pre-commit hooks with flake8 and black ([#2407](https://github.com/kubeflow/katib/pull/2407) by [@Ygnas](https://github.com/Ygnas))
+- added `Distribution` field to feasibleSpace in `api.proto` ([#2397](https://github.com/kubeflow/katib/pull/2397) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+- Begin enabling pre-commit hooks ([#2242](https://github.com/kubeflow/katib/pull/2242) by [@droctothorpe](https://github.com/droctothorpe))
+- Update Instructions for Argo Workflows ([#2382](https://github.com/kubeflow/katib/pull/2382) by [@jaffe-fly](https://github.com/jaffe-fly))
+- docs: update suggestion.md ([#2387](https://github.com/kubeflow/katib/pull/2387) by [@eltociear](https://github.com/eltociear))
+- Add command to re-run GitHub Actions tests ([#2385](https://github.com/kubeflow/katib/pull/2385) by [@andreyvelich](https://github.com/andreyvelich))
+- Bump Katib Python SDK to 0.17.0 version ([#2379](https://github.com/kubeflow/katib/pull/2379) by [@andreyvelich](https://github.com/andreyvelich))
+- Add Changelog for Katib v0.17.0 ([#2380](https://github.com/kubeflow/katib/pull/2380) by [@andreyvelich](https://github.com/andreyvelich))
+- Replaced hpcloud with nxadm for tail package in Go ([#2375](https://github.com/kubeflow/katib/pull/2375) by [@tariq-hasan](https://github.com/tariq-hasan))
+- Use ErrorList for experiment validator ([#2329](https://github.com/kubeflow/katib/pull/2329) by [@ckcd](https://github.com/ckcd))
+- Add Changelog for Katib v0.17.0-rc.1 ([#2370](https://github.com/kubeflow/katib/pull/2370) by [@andreyvelich](https://github.com/andreyvelich))
+- Remove default caBundle value ([#2368](https://github.com/kubeflow/katib/pull/2368) by [@vihangm](https://github.com/vihangm))
+- Bump Katib Python SDK to 0.17.0rc1 version ([#2365](https://github.com/kubeflow/katib/pull/2365) by [@andreyvelich](https://github.com/andreyvelich))
+- Add unit test for `create_experiment` in the `katib_client` module ([#2325](https://github.com/kubeflow/katib/pull/2325) by [@tariq-hasan](https://github.com/tariq-hasan))
+- Remove code generation from release script ([#2363](https://github.com/kubeflow/katib/pull/2363) by [@andreyvelich](https://github.com/andreyvelich))
+- Upgrade the protobuf version to >=4.21.12,<5 ([#2358](https://github.com/kubeflow/katib/pull/2358) by [@tenzen-y](https://github.com/tenzen-y))
+- Replace gRPC code generation tool from Znly/protoc to Buf ([#2344](https://github.com/kubeflow/katib/pull/2344) by [@forsaken628](https://github.com/forsaken628))
+- Replace already closed github.com/golang/mock with go.uber.org/mock ([#2357](https://github.com/kubeflow/katib/pull/2357) by [@forsaken628](https://github.com/forsaken628))
+- Use cache-dependency-path in actions/setup-go for CI workflow ([#2355](https://github.com/kubeflow/katib/pull/2355) by [@forsaken628](https://github.com/forsaken628))
+- Update Slack Invitation ([#2349](https://github.com/kubeflow/katib/pull/2349) by [@andreyvelich](https://github.com/andreyvelich))
+- Update GitHub template to better triage Issues ([#2335](https://github.com/kubeflow/katib/pull/2335) by [@andreyvelich](https://github.com/andreyvelich))
+- Add Changelog for Katib v0.17.0-rc.0 ([#2319](https://github.com/kubeflow/katib/pull/2319) by [@andreyvelich](https://github.com/andreyvelich))
+- Update outdated actions ([#2324](https://github.com/kubeflow/katib/pull/2324) by [@Mersho](https://github.com/Mersho))
+- Make test fields private in Go unit tests ([#2316](https://github.com/kubeflow/katib/pull/2316) by [@tariq-hasan](https://github.com/tariq-hasan))
+- Bump Katib Python SDK to 0.17.0rc0 Version ([#2318](https://github.com/kubeflow/katib/pull/2318) by [@andreyvelich](https://github.com/andreyvelich))
+
+[Full Changelog](https://github.com/kubeflow/katib/compare/v0.17.0...v0.18.0)
+
+# [v0.18.0-rc.0](https://github.com/kubeflow/katib/tree/v0.18.0-rc.0) (2025-02-13)
+
+## Breaking Changes
+
+- Upgrade Kubernetes to v1.31.3 ([#2478](https://github.com/kubeflow/katib/pull/2478) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- Upgrade Kubernetes to v1.30.7 ([#2463](https://github.com/kubeflow/katib/pull/2463) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- Drop Python 3.7 and Support Python 3.11 in the SDK ([#2337](https://github.com/kubeflow/katib/pull/2337) by [@tenzen-y](https://github.com/tenzen-y))
+
+## New Features
+
+### Hyperparameter Optimization for LLMs
+
+- [DOCS] move llm hyperparameter optimisation design image to the proposal directory and rename it ([#2472](https://github.com/kubeflow/katib/pull/2472) by [@mahdikhashan](https://github.com/mahdikhashan))
+- [GSoC] Update `tune` API for LLM hyperparameters optimization ([#2393](https://github.com/kubeflow/katib/pull/2393) by [@helenxie-bit](https://github.com/helenxie-bit))
+- [GSoC] Create LLM Hyperparameters Optimization API Proposal ([#2333](https://github.com/kubeflow/katib/pull/2333) by [@helenxie-bit](https://github.com/helenxie-bit))
+
+### Support for Advanced Distributions for HPO
+
+- [GSOC] `optuna` suggestion service logic update ([#2446](https://github.com/kubeflow/katib/pull/2446) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+- [GSOC] `hyperopt` suggestion service logic update ([#2412](https://github.com/kubeflow/katib/pull/2412) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+- [GSOC] Add validator for feasible space distribution ([#2404](https://github.com/kubeflow/katib/pull/2404) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+- [GSOC] added Unknown distribution and convertDistribution in suggestion client ([#2403](https://github.com/kubeflow/katib/pull/2403) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+- [GSOC] Support for various Parameter distributions in Katib ([#2334](https://github.com/kubeflow/katib/pull/2334) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+- [GSoC] Added `DistributionType` to Experiment API ([#2377](https://github.com/kubeflow/katib/pull/2377) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+
+### Push-based Metrics Collector
+
+- [GSoC] Provide a PyTorch MNIST Example for Push-based Metrics Collection ([#2437](https://github.com/kubeflow/katib/pull/2437) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- [GSoC] Compatibility Changes in Trial Controller ([#2394](https://github.com/kubeflow/katib/pull/2394) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- [GSoC] New Interface `report_metrics` in Python SDK ([#2371](https://github.com/kubeflow/katib/pull/2371) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- [GSoC] KEP for Project 6: Push-based Metrics Collection for Katib ([#2328](https://github.com/kubeflow/katib/pull/2328) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- [GSoC] Add New Parameter in `tune` ([#2369](https://github.com/kubeflow/katib/pull/2369) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+
+### SDK Updates
+
+- [SDK] Support PyTorchJob as a Trial Worker ([#2512](https://github.com/kubeflow/katib/pull/2512) by [@andreyvelich](https://github.com/andreyvelich))
+- [SDK] test: Add e2e test for tune function. ([#2399](https://github.com/kubeflow/katib/pull/2399) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- [SDK] improve PVC creation name error ([#2496](https://github.com/kubeflow/katib/pull/2496) by [@mahdikhashan](https://github.com/mahdikhashan))
+- [SDK] Fix empty list for env variables and numpy version ([#2360](https://github.com/kubeflow/katib/pull/2360) by [@andreyvelich](https://github.com/andreyvelich))
+- [SDK] Explain Python version support cycle ([#2354](https://github.com/kubeflow/katib/pull/2354) by [@andreyvelich](https://github.com/andreyvelich))
+
+## Bug Fixes
+
+- fix(webhook): fix validation message in experiment webhook ([#2507](https://github.com/kubeflow/katib/pull/2507) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- Install typing-extensions v4.10.0 to fix Python test error ([#2504](https://github.com/kubeflow/katib/pull/2504) by [@helenxie-bit](https://github.com/helenxie-bit))
+- [SDK] Update `tune` API ([#2497](https://github.com/kubeflow/katib/pull/2497) by [@helenxie-bit](https://github.com/helenxie-bit))
+- fix(api): resolve all api voilation exceptions in katib api ([#2482](https://github.com/kubeflow/katib/pull/2482) by [@truc0](https://github.com/truc0))
+- fix(trial): use propagated gomega to improve debuggability. ([#2432](https://github.com/kubeflow/katib/pull/2432) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- fix(ui): update None Collector with Push Collector. ([#2418](https://github.com/kubeflow/katib/pull/2418) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- fix: Resolve errors in e2e tests for cypress in Katib UI ([#2384](https://github.com/kubeflow/katib/pull/2384) by [@tariq-hasan](https://github.com/tariq-hasan))
+- doc(example): fix the broken link. ([#2433](https://github.com/kubeflow/katib/pull/2433) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- fix: remove remaining MXNet dependency. ([#2456](https://github.com/kubeflow/katib/pull/2456) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- Remove Dropout layer from ENAS Trial container to fix E2E tests ([#2455](https://github.com/kubeflow/katib/pull/2455) by [@andreyvelich](https://github.com/andreyvelich))
+- [SDK] fix grpc related bugs in Python SDK ([#2398](https://github.com/kubeflow/katib/pull/2398) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- [SDK] Fix types error ([#2424](https://github.com/kubeflow/katib/pull/2424) by [@helenxie-bit](https://github.com/helenxie-bit))
+- fix: remove the dependency of `protocmp` in `google.golang.org/protobuf/testing/protocmp`. ([#2391](https://github.com/kubeflow/katib/pull/2391) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- Fix TestReconcileBatchJob ([#2350](https://github.com/kubeflow/katib/pull/2350) by [@forsaken628](https://github.com/forsaken628))
+- Fix apple silicon rosetta error when building images from the source code ([#2342](https://github.com/kubeflow/katib/pull/2342) by [@helenxie-bit](https://github.com/helenxie-bit))
+- fix katib use crds token pipeline trail template guide ([#2330](https://github.com/kubeflow/katib/pull/2330) by [@Jerry-yz](https://github.com/Jerry-yz))
+- Fix Scikit-Learn Version for Skopt Tests ([#2336](https://github.com/kubeflow/katib/pull/2336) by [@andreyvelich](https://github.com/andreyvelich))
+
+## Misc
+
+- Set experiment names at a max of 40 characters. ([#2468](https://github.com/kubeflow/katib/pull/2468) by [@AydanPirani](https://github.com/AydanPirani))
+- [CI] optimize katib ui dockerfile ([#2505](https://github.com/kubeflow/katib/pull/2505) by [@mahdikhashan](https://github.com/mahdikhashan))
+- Sort experiments by descending creation date by default in katib-ui ([#2498](https://github.com/kubeflow/katib/pull/2498) by [@Doris-xm](https://github.com/Doris-xm))
+- [GSoC] Add unit tests for `tune` API ([#2423](https://github.com/kubeflow/katib/pull/2423) by [@helenxie-bit](https://github.com/helenxie-bit))
+- Update MutatingWebhookConfiguration: Switch from objectSelector to AdmissionWebhookMatchConditions ([#2241](https://github.com/kubeflow/katib/pull/2241) by [@lianghao208](https://github.com/lianghao208))
+- chore: supporting the listen-address parameter on db-manager ([#2465](https://github.com/kubeflow/katib/pull/2465) by [@caiofralmeida](https://github.com/caiofralmeida))
+- Upgrade klog to v2 ([#2470](https://github.com/kubeflow/katib/pull/2470) by [@Doris-xm](https://github.com/Doris-xm))
+- Ignore cache exporting errors in the image building workflows ([#2487](https://github.com/kubeflow/katib/pull/2487) by [@Doris-xm](https://github.com/Doris-xm))
+- Upgrade grpcio version to v1.64.1 ([#2483](https://github.com/kubeflow/katib/pull/2483) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- docs: remove katib workflow ([#2443](https://github.com/kubeflow/katib/pull/2443) by [@gonmmarques](https://github.com/gonmmarques))
+- Migrate KatibCertGenerator to OPA CertController ([#2345](https://github.com/kubeflow/katib/pull/2345) by [@forsaken628](https://github.com/forsaken628))
+- Promote @Electronic-Waste and @helenxie-bit as Katib reviewers ([#2439](https://github.com/kubeflow/katib/pull/2439) by [@andreyvelich](https://github.com/andreyvelich))
+- Update README and out-of-date docs ([#2438](https://github.com/kubeflow/katib/pull/2438) by [@andreyvelich](https://github.com/andreyvelich))
+- Changes isort profile to black, to be fully compatible and adds 'pkg' dir for black and flake8 ([#2413](https://github.com/kubeflow/katib/pull/2413) by [@Ygnas](https://github.com/Ygnas))
+- Introduced error constants and replaced reflect with cmp ([#2289](https://github.com/kubeflow/katib/pull/2289) by [@tariq-hasan](https://github.com/tariq-hasan))
+- [Test] Refactor `inject_webhook_test.go` according to the Developer Guide ([#2401](https://github.com/kubeflow/katib/pull/2401) by [@Electronic-Waste](https://github.com/Electronic-Waste))
+- Enhance pre-commit hooks with flake8 and black ([#2407](https://github.com/kubeflow/katib/pull/2407) by [@Ygnas](https://github.com/Ygnas))
+- added `Distribution` field to feasibleSpace in `api.proto` ([#2397](https://github.com/kubeflow/katib/pull/2397) by [@shashank-iitbhu](https://github.com/shashank-iitbhu))
+- Begin enabling pre-commit hooks ([#2242](https://github.com/kubeflow/katib/pull/2242) by [@droctothorpe](https://github.com/droctothorpe))
+- Update Instructions for Argo Workflows ([#2382](https://github.com/kubeflow/katib/pull/2382) by [@jaffe-fly](https://github.com/jaffe-fly))
+- docs: update suggestion.md ([#2387](https://github.com/kubeflow/katib/pull/2387) by [@eltociear](https://github.com/eltociear))
+- Add command to re-run GitHub Actions tests ([#2385](https://github.com/kubeflow/katib/pull/2385) by [@andreyvelich](https://github.com/andreyvelich))
+- Bump Katib Python SDK to 0.17.0 version ([#2379](https://github.com/kubeflow/katib/pull/2379) by [@andreyvelich](https://github.com/andreyvelich))
+- Add Changelog for Katib v0.17.0 ([#2380](https://github.com/kubeflow/katib/pull/2380) by [@andreyvelich](https://github.com/andreyvelich))
+- Replaced hpcloud with nxadm for tail package in Go ([#2375](https://github.com/kubeflow/katib/pull/2375) by [@tariq-hasan](https://github.com/tariq-hasan))
+- Use ErrorList for experiment validator ([#2329](https://github.com/kubeflow/katib/pull/2329) by [@ckcd](https://github.com/ckcd))
+- Add Changelog for Katib v0.17.0-rc.1 ([#2370](https://github.com/kubeflow/katib/pull/2370) by [@andreyvelich](https://github.com/andreyvelich))
+- Remove default caBundle value ([#2368](https://github.com/kubeflow/katib/pull/2368) by [@vihangm](https://github.com/vihangm))
+- Bump Katib Python SDK to 0.17.0rc1 version ([#2365](https://github.com/kubeflow/katib/pull/2365) by [@andreyvelich](https://github.com/andreyvelich))
+- Add unit test for `create_experiment` in the `katib_client` module ([#2325](https://github.com/kubeflow/katib/pull/2325) by [@tariq-hasan](https://github.com/tariq-hasan))
+- Remove code generation from release script ([#2363](https://github.com/kubeflow/katib/pull/2363) by [@andreyvelich](https://github.com/andreyvelich))
+- Upgrade the protobuf version to >=4.21.12,<5 ([#2358](https://github.com/kubeflow/katib/pull/2358) by [@tenzen-y](https://github.com/tenzen-y))
+- Replace gRPC code generation tool from Znly/protoc to Buf ([#2344](https://github.com/kubeflow/katib/pull/2344) by [@forsaken628](https://github.com/forsaken628))
+- Replace already closed github.com/golang/mock with go.uber.org/mock ([#2357](https://github.com/kubeflow/katib/pull/2357) by [@forsaken628](https://github.com/forsaken628))
+- Use cache-dependency-path in actions/setup-go for CI workflow ([#2355](https://github.com/kubeflow/katib/pull/2355) by [@forsaken628](https://github.com/forsaken628))
+- Update Slack Invitation ([#2349](https://github.com/kubeflow/katib/pull/2349) by [@andreyvelich](https://github.com/andreyvelich))
+- Update GitHub template to better triage Issues ([#2335](https://github.com/kubeflow/katib/pull/2335) by [@andreyvelich](https://github.com/andreyvelich))
+- Add Changelog for Katib v0.17.0-rc.0 ([#2319](https://github.com/kubeflow/katib/pull/2319) by [@andreyvelich](https://github.com/andreyvelich))
+- Update outdated actions ([#2324](https://github.com/kubeflow/katib/pull/2324) by [@Mersho](https://github.com/Mersho))
+- Make test fields private in Go unit tests ([#2316](https://github.com/kubeflow/katib/pull/2316) by [@tariq-hasan](https://github.com/tariq-hasan))
+- Bump Katib Python SDK to 0.17.0rc0 Version ([#2318](https://github.com/kubeflow/katib/pull/2318) by [@andreyvelich](https://github.com/andreyvelich))
+
+[Full Changelog](https://github.com/kubeflow/katib/compare/v0.17.0...v0.18.0-rc.0)
+
 # [v0.17.0](https://github.com/kubeflow/katib/tree/v0.17.0) (2024-07-12)

 ## Breaking Changes
--- a/CITATION.cff
+++ b/CITATION.cff
@ -0,0 +1,43 @@
+cff-version: 1.2.0
+message: "If you use Katib in your scientific publication, please cite it as below."
+authors:
+  - family-names: "George"
+    given-names: "Johnu"
+  - family-names: "Gao"
+    given-names: "Ce"
+  - family-names: "Liu"
+    given-names: "Richard"
+  - family-names: "Liu"
+    given-names: "Hou Gang"
+  - family-names: "Tang"
+    given-names: "Yuan"
+  - family-names: "Pydipaty"
+    given-names: "Ramdoot"
+  - family-names: "Saha"
+    given-names: "Amit Kumar"
+title: "Katib"
+type: software
+repository-code: "https://github.com/kubeflow/katib"
+preferred-citation:
+  type: misc
+  title: "A Scalable and Cloud-Native Hyperparameter Tuning System"
+  authors:
+    - family-names: "George"
+      given-names: "Johnu"
+    - family-names: "Gao"
+      given-names: "Ce"
+    - family-names: "Liu"
+      given-names: "Richard"
+    - family-names: "Liu"
+      given-names: "Hou Gang"
+    - family-names: "Tang"
+      given-names: "Yuan"
+    - family-names: "Pydipaty"
+      given-names: "Ramdoot"
+    - family-names: "Saha"
+      given-names: "Amit Kumar"
+  year: 2020
+  url: "https://arxiv.org/abs/2006.02085"
+  identifiers:
+    - type: "other"
+      value: "arXiv:2006.02085"
--- a/4
+++ b/4
@ -5,7 +5,7 @@ HAS_SETUP_ENVTEST := $(shell command -v setup-envtest;)
 HAS_MOCKGEN := $(shell command -v mockgen;)

 COMMIT := v1beta1-$(shell git rev-parse --short=7 HEAD)
-KATIB_REGISTRY := docker.io/kubeflowkatib
+KATIB_REGISTRY := ghcr.io/kubeflow/katib
 CPU_ARCH ?= linux/amd64,linux/arm64
 ENVTEST_K8S_VERSION ?= 1.31
 MOCKGEN_VERSION ?= $(shell grep 'go.uber.org/mock' go.mod | cut -d ' ' -f 2)
@ -33,7 +33,7 @@ fmt:

 lint:
 ifndef HAS_LINT
-	go install github.com/golangci/golangci-lint/cmd/golangci-lint@v1.57.2
+	go install github.com/golangci/golangci-lint/cmd/golangci-lint@v1.64.7
 	$(info "golangci-lint has been installed")
 endif
 	hack/verify-golangci-lint.sh
--- a/3
+++ b/3
@ -1,9 +1,10 @@
 approvers:
  - andreyvelich
  - gaocegege
-  - tenzen-y
  - johnugeorge
 reviewers:
  - anencore94
  - c-bata
  - Electronic-Waste
+emeritus_approvers:
+  - tenzen-y
--- a/README.md
+++ b/README.md
@ -1,15 +1,18 @@
-<h1 align="center">
-    <img src="./docs/images/logo-title.png" alt="logo" width="200">
-  <br>
-</h1>
+# Kubeflow Katib

 [![Build Status](https://github.com/kubeflow/katib/actions/workflows/test-go.yaml/badge.svg?branch=master)](https://github.com/kubeflow/katib/actions/workflows/test-go.yaml?branch=master)
 [![Coverage Status](https://coveralls.io/repos/github/kubeflow/katib/badge.svg?branch=master)](https://coveralls.io/github/kubeflow/katib?branch=master)
 [![Go Report Card](https://goreportcard.com/badge/github.com/kubeflow/katib)](https://goreportcard.com/report/github.com/kubeflow/katib)
 [![Releases](https://img.shields.io/github/release-pre/kubeflow/katib.svg?sort=semver)](https://github.com/kubeflow/katib/releases)
 [![Slack Status](https://img.shields.io/badge/slack-join_chat-white.svg?logo=slack&style=social)](https://www.kubeflow.org/docs/about/community/#kubeflow-slack-channels)
+[![OpenSSF Best Practices](https://www.bestpractices.dev/projects/9941/badge)](https://www.bestpractices.dev/projects/9941)

-Katib is a Kubernetes-native project for automated machine learning (AutoML).
+<h1 align="center">
+    <img src="./docs/images/logo-title.png" alt="logo" width="200">
+  <br>
+</h1>
+
+Kubeflow Katib is a Kubernetes-native project for automated machine learning (AutoML).
 Katib supports
 [Hyperparameter Tuning](https://en.wikipedia.org/wiki/Hyperparameter_optimization),
 [Early Stopping](https://en.wikipedia.org/wiki/Early_stopping) and
--- a/SECURITY.md
+++ b/SECURITY.md
@ -0,0 +1,64 @@
+# Security Policy
+
+## Supported Versions
+
+Kubeflow Katib versions are expressed as `vX.Y.Z`, where X is the major version,
+Y is the minor version, and Z is the patch version, following the
+[Semantic Versioning](https://semver.org/) terminology.
+
+The Kubeflow Katib project maintains release branches for the most recent two minor releases.
+Applicable fixes, including security fixes, may be backported to those two release branches,
+depending on severity and feasibility.
+
+Users are encouraged to stay updated with the latest releases to benefit from security patches and
+improvements.
+
+## Reporting a Vulnerability
+
+We're extremely grateful for security researchers and users that report vulnerabilities to the
+Kubeflow Open Source Community. All reports are thoroughly investigated by Kubeflow projects owners.
+
+You can use the following ways to report security vulnerabilities privately:
+
+- Using the Kubeflow Katib repository [GitHub Security Advisory](https://github.com/kubeflow/katib/security/advisories/new).
+- Using our private Kubeflow Steering Committee mailing list: ksc@kubeflow.org.
+
+Please provide detailed information to help us understand and address the issue promptly.
+
+## Disclosure Process
+
+**Acknowledgment**: We will acknowledge receipt of your report within 10 business days.
+
+**Assessment**: The Kubeflow projects owners will investigate the reported issue to determine its
+validity and severity.
+
+**Resolution**: If the issue is confirmed, we will work on a fix and prepare a release.
+
+**Notification**: Once a fix is available, we will notify the reporter and coordinate a public
+disclosure.
+
+**Public Disclosure**: Details of the vulnerability and the fix will be published in the project's
+release notes and communicated through appropriate channels.
+
+## Prevention Mechanisms
+
+Kubeflow Katib employs several measures to prevent security issues:
+
+**Code Reviews**: All code changes are reviewed by maintainers to ensure code quality and security.
+
+**Dependency Management**: Regular updates and monitoring of dependencies (e.g. Dependabot) to
+address known vulnerabilities.
+
+**Continuous Integration**: Automated testing and security checks are integrated into the CI/CD pipeline.
+
+**Image Scanning**: Container images are scanned for vulnerabilities.
+
+## Communication Channels
+
+For the general questions please join the following resources:
+
+- Kubeflow [Slack channels](https://www.kubeflow.org/docs/about/community/#kubeflow-slack-channels).
+
+- Kubeflow discuss [mailing list](https://www.kubeflow.org/docs/about/community/#kubeflow-mailing-list).
+
+Please **do not report** security vulnerabilities through public channels.
--- a/conformance/run.sh
+++ b/conformance/run.sh
@ -2,7 +2,7 @@

 # Run conformance test and generate test report.
 python test/e2e/v1beta1/scripts/gh-actions/run-e2e-experiment.py --experiment-path examples/v1beta1/hp-tuning/random.yaml --namespace kf-conformance \
--trial-pod-annotations '{"sidecar.istio.io/inject": "false"}' | tee /tmp/katib-conformance.log
+--trial-pod-labels '{"sidecar.istio.io/inject": "false"}' | tee /tmp/katib-conformance.log


 # Create the done file.
--- a/docs/images-location.md
+++ b/docs/images-location.md
@ -22,7 +22,7 @@ The following table shows images for the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/katib-controller</code>
+        <code>ghcr.io/kubeflow/katib/katib-controller</code>
      </td>
      <td>
        Katib Controller
@ -33,7 +33,7 @@ The following table shows images for the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/katib-ui</code>
+        <code>ghcr.io/kubeflow/katib/katib-ui</code>
      </td>
      <td>
        Katib User Interface
@ -44,7 +44,7 @@ The following table shows images for the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/katib-db-manager</code>
+        <code>ghcr.io/kubeflow/katib/katib-db-manager</code>
      </td>
      <td>
        Katib DB Manager
@ -87,7 +87,7 @@ The following table shows images for the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/file-metrics-collector</code>
+        <code>ghcr.io/kubeflow/katib/file-metrics-collector</code>
      </td>
      <td>
        File Metrics Collector
@ -98,7 +98,7 @@ The following table shows images for the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/tfevent-metrics-collector</code>
+        <code>ghcr.io/kubeflow/katib/tfevent-metrics-collector</code>
      </td>
      <td>
        Tensorflow Event Metrics Collector
@ -131,7 +131,7 @@ and the [Katib Early Stopping algorithms](https://www.kubeflow.org/docs/componen
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/suggestion-hyperopt</code>
+        <code>ghcr.io/kubeflow/katib/suggestion-hyperopt</code>
      </td>
      <td>
        <a href="https://github.com/hyperopt/hyperopt">Hyperopt</a> Suggestion
@ -142,7 +142,7 @@ and the [Katib Early Stopping algorithms](https://www.kubeflow.org/docs/componen
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/suggestion-skopt</code>
+        <code>ghcr.io/kubeflow/katib/suggestion-skopt</code>
      </td>
      <td>
        <a href="https://github.com/scikit-optimize/scikit-optimize">Skopt</a> Suggestion
@ -153,7 +153,7 @@ and the [Katib Early Stopping algorithms](https://www.kubeflow.org/docs/componen
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/suggestion-optuna</code>
+        <code>ghcr.io/kubeflow/katib/suggestion-optuna</code>
      </td>
      <td>
        <a href="https://github.com/optuna/optuna">Optuna</a> Suggestion
@ -164,7 +164,7 @@ and the [Katib Early Stopping algorithms](https://www.kubeflow.org/docs/componen
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/suggestion-goptuna</code>
+        <code>ghcr.io/kubeflow/katib/suggestion-goptuna</code>
      </td>
      <td>
        <a href="https://github.com/c-bata/goptuna">Goptuna</a> Suggestion
@ -175,7 +175,7 @@ and the [Katib Early Stopping algorithms](https://www.kubeflow.org/docs/componen
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/suggestion-hyperband</code>
+        <code>ghcr.io/kubeflow/katib/suggestion-hyperband</code>
      </td>
      <td>
        <a href="https://www.kubeflow.org/docs/components/katib/experiment/#hyperband">Hyperband</a> Suggestion
@ -186,7 +186,7 @@ and the [Katib Early Stopping algorithms](https://www.kubeflow.org/docs/componen
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/suggestion-enas</code>
+        <code>ghcr.io/kubeflow/katib/suggestion-enas</code>
      </td>
      <td>
        <a href="https://www.kubeflow.org/docs/components/katib/experiment/#enas">ENAS</a> Suggestion
@ -197,7 +197,7 @@ and the [Katib Early Stopping algorithms](https://www.kubeflow.org/docs/componen
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/suggestion-darts</code>
+        <code>ghcr.io/kubeflow/katib/suggestion-darts</code>
      </td>
      <td>
        <a href="https://www.kubeflow.org/docs/components/katib/experiment/#differentiable-architecture-search-darts">DARTS</a> Suggestion
@ -208,7 +208,7 @@ and the [Katib Early Stopping algorithms](https://www.kubeflow.org/docs/componen
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/earlystopping-medianstop</code>
+        <code>ghcr.io/kubeflow/katib/earlystopping-medianstop</code>
      </td>
      <td>
        <a href="https://www.kubeflow.org/docs/components/katib/early-stopping/#median-stopping-rule">Median Stopping Rule</a>
@ -240,7 +240,7 @@ The following table shows images for training containers which are used in the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/pytorch-mnist-cpu</code>
+        <code>ghcr.io/kubeflow/katib/pytorch-mnist-cpu</code>
      </td>
      <td>
        PyTorch MNIST example with printing metrics to the file or StdOut with CPU support
@ -251,7 +251,7 @@ The following table shows images for training containers which are used in the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/pytorch-mnist-gpu</code>
+        <code>ghcr.io/kubeflow/katib/pytorch-mnist-gpu</code>
      </td>
      <td>
        PyTorch MNIST example with printing metrics to the file or StdOut with GPU support
@ -262,7 +262,7 @@ The following table shows images for training containers which are used in the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/tf-mnist-with-summaries</code>
+        <code>ghcr.io/kubeflow/katib/tf-mnist-with-summaries</code>
      </td>
      <td>
        Tensorflow MNIST example with saving metrics in the summaries
@ -273,7 +273,7 @@ The following table shows images for training containers which are used in the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/xgboost-lightgbm</code>
+        <code>ghcr.io/kubeflow/katib/xgboost-lightgbm</code>
      </td>
      <td>
        Distributed LightGBM example for XGBoostJob
@ -306,7 +306,7 @@ The following table shows images for training containers which are used in the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/enas-cnn-cifar10-gpu</code>
+        <code>ghcr.io/kubeflow/katib/enas-cnn-cifar10-gpu</code>
      </td>
      <td>
        Keras CIFAR-10 CNN example for ENAS with GPU support
@ -317,7 +317,7 @@ The following table shows images for training containers which are used in the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/enas-cnn-cifar10-cpu</code>
+        <code>ghcr.io/kubeflow/katib/enas-cnn-cifar10-cpu</code>
      </td>
      <td>
        Keras CIFAR-10 CNN example for ENAS with CPU support
@ -328,7 +328,7 @@ The following table shows images for training containers which are used in the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/darts-cnn-cifar10-gpu</code>
+        <code>ghcr.io/kubeflow/katib/darts-cnn-cifar10-gpu</code>
      </td>
      <td>
        PyTorch CIFAR-10 CNN example for DARTS with GPU support
@ -339,7 +339,7 @@ The following table shows images for training containers which are used in the
    </tr>
    <tr align="center">
      <td>
-        <code>docker.io/kubeflowkatib/darts-cnn-cifar10-cpu</code>
+        <code>ghcr.io/kubeflow/katib/darts-cnn-cifar10-cpu</code>
      </td>
      <td>
        PyTorch CIFAR-10 CNN example for DARTS with CPU support
--- a/docs/proposals/1214-custom-crd-in-trial/README.md
+++ b/docs/proposals/1214-custom-crd-in-trial/README.md
@ -180,7 +180,7 @@ SucceededCondition: Succeeded
 Previously, we had problems with Istio sidecar containers,
 check [kubeflow/issue#1081](https://github.com/kubeflow/kubeflow/issues/4742).
 In some cases, it is unable to properly download datasets in training pod.
-It was fixed by adding annotation `sidecar.istio.io/inject: false` to appropriate Trial job in Katib controller.
+It was fixed by adding label `sidecar.istio.io/inject: false` to appropriate Trial job in Katib controller.

 Various CRD can have unified design and it is hard to understand where annotation must be specified
 to disable Istio injection for the running pods.
--- a/docs/proposals/README.md
+++ b/docs/proposals/README.md
@ -0,0 +1,6 @@
+# Proposals
+
+Kubeflow uses the KEP process to document large scale changes to the project.
+
+Details on the process (including the KEP template, recommendations, etc.) can be found at
+[kubeflow/community/proposals](https://github.com/kubeflow/community/blob/master/proposals/README.md)
--- a/examples/v1beta1/argo/argo-workflow.yaml
+++ b/examples/v1beta1/argo/argo-workflow.yaml
@ -74,7 +74,7 @@ spec:
                - name: epochs
            container:
              name: model-training
-              image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+              image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
              command:
                - "python3"
                - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/early-stopping/median-stop-with-json-format.yaml
+++ b/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: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/early-stopping/median-stop.yaml
+++ b/examples/v1beta1/early-stopping/median-stop.yaml
@ -52,7 +52,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/hp-tuning/bayesian-optimization.yaml
+++ b/examples/v1beta1/hp-tuning/bayesian-optimization.yaml
@ -45,7 +45,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/hp-tuning/cma-es.yaml
+++ b/examples/v1beta1/hp-tuning/cma-es.yaml
@ -45,7 +45,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/hp-tuning/grid.yaml
+++ b/examples/v1beta1/hp-tuning/grid.yaml
@ -44,7 +44,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/hp-tuning/hyperband.yaml
+++ b/examples/v1beta1/hp-tuning/hyperband.yaml
@ -57,7 +57,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/hp-tuning/hyperopt-distribution.yaml
+++ b/examples/v1beta1/hp-tuning/hyperopt-distribution.yaml
@ -63,7 +63,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/hp-tuning/multivariate-tpe.yaml
+++ b/examples/v1beta1/hp-tuning/multivariate-tpe.yaml
@ -42,7 +42,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/hp-tuning/optuna-distribution.yaml
+++ b/examples/v1beta1/hp-tuning/optuna-distribution.yaml
@ -63,7 +63,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/hp-tuning/random.yaml
+++ b/examples/v1beta1/hp-tuning/random.yaml
@ -42,7 +42,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/hp-tuning/simple-pbt.yaml
+++ b/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: ghcr.io/kubeflow/katib/simple-pbt:latest
                command:
                  - "python3"
                  - "/opt/pbt/pbt_test.py"
--- a/examples/v1beta1/hp-tuning/sobol.yaml
+++ b/examples/v1beta1/hp-tuning/sobol.yaml
@ -42,7 +42,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/hp-tuning/tpe.yaml
+++ b/examples/v1beta1/hp-tuning/tpe.yaml
@ -42,7 +42,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/kubeflow-pipelines/early-stopping.ipynb
+++ b/examples/v1beta1/kubeflow-pipelines/early-stopping.ipynb
@ -222,7 +222,7 @@
    "    \"spec\": {\n",
    "        \"template\": {\n",
    "            \"metadata\": {\n",
-    "                \"annotations\": {\n",
+    "                \"labels\": {\n",
    "                     \"sidecar.istio.io/inject\": \"false\"\n",
    "                }\n",
    "            },\n",
--- a/examples/v1beta1/kubeflow-pipelines/kubeflow-e2e-mnist.ipynb
+++ b/examples/v1beta1/kubeflow-pipelines/kubeflow-e2e-mnist.ipynb
@ -210,7 +210,7 @@
    "                    \"restartPolicy\": \"OnFailure\",\n",
    "                    \"template\": {\n",
    "                        \"metadata\": {\n",
-    "                            \"annotations\": {\n",
+    "                            \"labels\": {\n",
    "                                \"sidecar.istio.io/inject\": \"false\"\n",
    "                            }\n",
    "                        },\n",
@ -236,7 +236,7 @@
    "                    \"restartPolicy\": \"OnFailure\",\n",
    "                    \"template\": {\n",
    "                        \"metadata\": {\n",
-    "                            \"annotations\": {\n",
+    "                            \"labels\": {\n",
    "                                \"sidecar.istio.io/inject\": \"false\"\n",
    "                            }\n",
    "                        },\n",
@ -360,7 +360,7 @@
    "        \"restartPolicy\": \"OnFailure\",\n",
    "        \"template\": {\n",
    "            \"metadata\": {\n",
-    "                \"annotations\": {\n",
+    "                \"labels\": {\n",
    "                    \"sidecar.istio.io/inject\": \"false\"\n",
    "                }\n",
    "            },\n",
@ -401,7 +401,7 @@
    "        \"restartPolicy\": \"OnFailure\",\n",
    "        \"template\": {\n",
    "            \"metadata\": {\n",
-    "                \"annotations\": {\n",
+    "                \"labels\": {\n",
    "                    \"sidecar.istio.io/inject\": \"false\"\n",
    "                }\n",
    "            },\n",
@ -600,7 +600,7 @@
    },
    {
     "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAABwAAAAcCAAAAABXZoBIAAAA1ElEQVR4nN3QPwtBYRQG8EMU0e0uZLIw+QKXRZlMGC0GX8CglE0pk0VxPwQmE5YrJYPVIjYMlImSwXNiMOi97319AM/6O6fzh+g/Y5hr5mrRNByseAZba4D7EnlSN8wy3uAYXJOwDEw0ohKwD9mtxehqRLQBCnZr8GPkJ/Ll79y0m37GiIjiK2AQsGMYiIbryyvjmZO20U9gAIcjTg43GhfethOROToO+En6xRUlZhnSjd+I6BY7xVIRY79w4XapR9IOSTWWYSWUqE0xlH771R7UrULefm5U2pxVCt0AAAAASUVORK5CYII=\n",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAABwAAAAcCAAAAABXZoBIAAAA1ElEQVR4nN3QPwtBYRQG8EMU0e0uZLIw+QKXRZlMGC0GX8CglE0pk0VxPwQmE5YrJYPVIjYMlImSwXNiMOi97319AM/6O6fzh+g/Y5hr5mrRNByseAZba4D7EnlSN8wy3uAYXJOwDEw0ohKwD9mtxehqRLQBCnZr8GPkJ/Ll79y0m37GiIjiK2AQsGMYiIbryyvjmZO20U9gAIcjTg43GhfethOROToO+En6xRUlZhnSjd+I6BY7xVIRY79w4XapR9IOSTWWYSWUqE0xlH771R7UrULefm5U2pxVCt0AAAAASUVORK5CYII=",
      "text/plain": [
       "<PIL.BmpImagePlugin.BmpImageFile image mode=L size=28x28 at 0x7F9A711F33A0>"
      ]
--- a/examples/v1beta1/kubeflow-pipelines/mpi-job-horovod.py
+++ b/examples/v1beta1/kubeflow-pipelines/mpi-job-horovod.py
@ -96,9 +96,7 @@ def horovod_mnist_hpo(
                "Launcher": {
                    "replicas": 1,
                    "template": {
-                        "metadata": {
-                            "annotations": {"sidecar.istio.io/inject": "false"}
-                        },
+                        "metadata": {"labels": {"sidecar.istio.io/inject": "false"}},
                        "spec": {
                            "containers": [
                                {
@ -141,9 +139,7 @@ def horovod_mnist_hpo(
                "Worker": {
                    "replicas": 2,
                    "template": {
-                        "metadata": {
-                            "annotations": {"sidecar.istio.io/inject": "false"}
-                        },
+                        "metadata": {"labels": {"sidecar.istio.io/inject": "false"}},
                        "spec": {
                            "containers": [
                                {
--- a/examples/v1beta1/kubeflow-training-operator/pytorchjob-mnist.yaml
+++ b/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: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                    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: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                    command:
                      - "python3"
                      - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/kubeflow-training-operator/tfjob-mnist-with-summaries.yaml
+++ b/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: ghcr.io/kubeflow/katib/tf-mnist-with-summaries:latest
                    command:
                      - "python"
                      - "/opt/tf-mnist-with-summaries/mnist.py"
--- a/examples/v1beta1/kubeflow-training-operator/xgboostjob-lightgbm.yaml
+++ b/examples/v1beta1/kubeflow-training-operator/xgboostjob-lightgbm.yaml
@ -56,7 +56,7 @@ spec:
              spec:
                containers:
                  - name: xgboost
-                    image: docker.io/kubeflowkatib/xgboost-lightgbm:1.0
+                    image: ghcr.io/kubeflow/katib/xgboost-lightgbm:1.0
                    ports:
                      - containerPort: 9991
                        name: xgboostjob-port
@ -90,7 +90,7 @@ spec:
              spec:
                containers:
                  - name: xgboost
-                    image: docker.io/kubeflowkatib/xgboost-lightgbm:1.0
+                    image: ghcr.io/kubeflow/katib/xgboost-lightgbm:1.0
                    ports:
                      - containerPort: 9991
                        name: xgboostjob-port
--- a/examples/v1beta1/metrics-collector/custom-metrics-collector.yaml
+++ b/examples/v1beta1/metrics-collector/custom-metrics-collector.yaml
@ -26,7 +26,7 @@ spec:
          - katib-db-manager.kubeflow:6789
          - -path
          - /katib/mnist.log
-        image: kubeflowkatib/custom-metrics-collector:latest
+        image: ghcr.io/kubeflow/katib/custom-metrics-collector:latest
        imagePullPolicy: Always
        name: custom-metrics-logger-and-collector
        env:
@ -67,7 +67,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/metrics-collector/file-metrics-collector-with-json-format.yaml
+++ b/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: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/metrics-collector/file-metrics-collector.yaml
+++ b/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: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/metrics-collector/metrics-collection-strategy.yaml
+++ b/examples/v1beta1/metrics-collector/metrics-collection-strategy.yaml
@ -49,7 +49,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/nas/darts-cpu.yaml
+++ b/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: ghcr.io/kubeflow/katib/darts-cnn-cifar10-cpu:latest
                command:
                  - python3
                  - run_trial.py
--- a/examples/v1beta1/nas/darts-gpu.yaml
+++ b/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: ghcr.io/kubeflow/katib/darts-cnn-cifar10-gpu:latest
                command:
                  - python3
                  - run_trial.py
--- a/examples/v1beta1/nas/enas-cpu.yaml
+++ b/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: ghcr.io/kubeflow/katib/enas-cnn-cifar10-cpu:latest
                command:
                  - python3
                  - -u
--- a/examples/v1beta1/nas/enas-gpu.yaml
+++ b/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: ghcr.io/kubeflow/katib/enas-cnn-cifar10-gpu:latest
                command:
                  - python3
                  - -u
--- a/examples/v1beta1/resume-experiment/from-volume-resume.yaml
+++ b/examples/v1beta1/resume-experiment/from-volume-resume.yaml
@ -43,7 +43,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/resume-experiment/long-running-resume.yaml
+++ b/examples/v1beta1/resume-experiment/long-running-resume.yaml
@ -43,7 +43,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/sdk/cmaes-and-resume-policies.ipynb
+++ b/examples/v1beta1/sdk/cmaes-and-resume-policies.ipynb
@ -125,7 +125,7 @@
    "    \"spec\": {\n",
    "        \"template\": {\n",
    "            \"metadata\": {\n",
-    "                \"annotations\": {\n",
+    "                \"labels\": {\n",
    "                    \"sidecar.istio.io/inject\": \"false\"\n",
    "                }\n",
    "            },\n",
--- a/examples/v1beta1/sdk/nas-with-darts.ipynb
+++ b/examples/v1beta1/sdk/nas-with-darts.ipynb
@ -224,7 +224,7 @@
    "    \"spec\": {\n",
    "        \"template\": {\n",
    "            \"metadata\": {\n",
-    "                \"annotations\": {\n",
+    "                \"labels\": {\n",
    "                    \"sidecar.istio.io/inject\": \"false\"\n",
    "                }\n",
    "            },\n",
--- a/examples/v1beta1/tekton/README.md
+++ b/examples/v1beta1/tekton/README.md
@ -30,13 +30,13 @@ set this `nop` image to Metrics Collector image.

 For example, if you are using
 [StdOut](https://www.kubeflow.org/docs/components/katib/experiment/#metrics-collector) Metrics Collector,
-`nop` image must be equal to `docker.io/kubeflowkatib/file-metrics-collector`.
+`nop` image must be equal to `ghcr.io/kubeflow/katib/file-metrics-collector`.

 Run the following command to modify the `nop` image:

 ```bash
 kubectl patch deploy tekton-pipelines-controller -n tekton-pipelines --type='json' \
-  -p='[{"op": "replace", "path": "/spec/template/spec/containers/0/args/9", "value": "docker.io/kubeflowkatib/file-metrics-collector"}]'
+  -p='[{"op": "replace", "path": "/spec/template/spec/containers/0/args/9", "value": "ghcr.io/kubeflow/katib/file-metrics-collector"}]'
 ```

 Check that Tekton Pipelines Controller's pod was restarted:
@ -54,7 +54,7 @@ Verify that `nop` image was modified:
 ```bash
 $ kubectl get $(kubectl get pods -o name -n tekton-pipelines | grep tekton-pipelines-controller) -n tekton-pipelines -o yaml | grep katib

-   - docker.io/kubeflowkatib/file-metrics-collector
+   - ghcr.io/kubeflow/katib/file-metrics-collector
 ```

 ### Katib Controller
--- a/examples/v1beta1/tekton/pipeline-run.yaml
+++ b/examples/v1beta1/tekton/pipeline-run.yaml
@ -88,7 +88,7 @@ spec:
                    description: Number of epochs
                steps:
                  - name: model-training
-                    image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                    image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                    command:
                      - "python3"
                      - "/opt/pytorch-mnist/mnist.py"
--- a/examples/v1beta1/trial-template/trial-metadata-substitution.yaml
+++ b/examples/v1beta1/trial-template/trial-metadata-substitution.yaml
@ -66,7 +66,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/go.mod
+++ b/go.mod
@ -1,6 +1,6 @@
 module github.com/kubeflow/katib

-go 1.22.0
+go 1.23.0

 require (
 	github.com/DATA-DOG/go-sqlmock v1.5.0
@ -83,7 +83,7 @@ require (
 	github.com/go-openapi/jsonreference v0.21.0 // indirect
 	github.com/go-openapi/swag v0.23.0 // indirect
 	github.com/gogo/protobuf v1.3.2 // indirect
-	github.com/golang-jwt/jwt/v4 v4.5.1 // indirect
+	github.com/golang-jwt/jwt/v4 v4.5.2 // indirect
 	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
 	github.com/golang/protobuf v1.5.4 // indirect
 	github.com/google/gnostic-models v0.6.8 // indirect
@ -128,15 +128,15 @@ require (
 	go.uber.org/atomic v1.11.0 // indirect
 	go.uber.org/multierr v1.11.0 // indirect
 	go.uber.org/zap v1.26.0 // indirect
-	golang.org/x/crypto v0.31.0 // indirect
+	golang.org/x/crypto v0.35.0 // indirect
 	golang.org/x/exp v0.0.0-20240719175910-8a7402abbf56 // indirect
 	golang.org/x/mod v0.20.0 // indirect
 	golang.org/x/net v0.33.0 // indirect
 	golang.org/x/oauth2 v0.21.0 // indirect
-	golang.org/x/sync v0.10.0 // indirect
-	golang.org/x/sys v0.28.0 // indirect
-	golang.org/x/term v0.27.0 // indirect
-	golang.org/x/text v0.21.0 // indirect
+	golang.org/x/sync v0.11.0 // indirect
+	golang.org/x/sys v0.30.0 // indirect
+	golang.org/x/term v0.29.0 // indirect
+	golang.org/x/text v0.22.0 // indirect
 	golang.org/x/time v0.6.0 // indirect
 	golang.org/x/tools v0.24.0 // indirect
 	gomodules.xyz/jsonpatch/v2 v2.4.0 // indirect
--- a/go.sum
+++ b/go.sum
@ -243,8 +243,8 @@ github.com/gogo/protobuf v1.3.2/go.mod h1:P1XiOD3dCwIKUDQYPy72D8LYyHL2YPYrpS2s69
 github.com/golang-jwt/jwt/v4 v4.0.0/go.mod h1:/xlHOz8bRuivTWchD4jCa+NbatV+wEUSzwAxVc6locg=
 github.com/golang-jwt/jwt/v4 v4.2.0/go.mod h1:/xlHOz8bRuivTWchD4jCa+NbatV+wEUSzwAxVc6locg=
 github.com/golang-jwt/jwt/v4 v4.5.0/go.mod h1:m21LjoU+eqJr34lmDMbreY2eSTRJ1cv77w39/MY0Ch0=
-github.com/golang-jwt/jwt/v4 v4.5.1 h1:JdqV9zKUdtaa9gdPlywC3aeoEsR681PlKC+4F5gQgeo=
-github.com/golang-jwt/jwt/v4 v4.5.1/go.mod h1:m21LjoU+eqJr34lmDMbreY2eSTRJ1cv77w39/MY0Ch0=
+github.com/golang-jwt/jwt/v4 v4.5.2 h1:YtQM7lnr8iZ+j5q71MGKkNw9Mn7AjHM68uc9g5fXeUI=
+github.com/golang-jwt/jwt/v4 v4.5.2/go.mod h1:m21LjoU+eqJr34lmDMbreY2eSTRJ1cv77w39/MY0Ch0=
 github.com/golang-sql/civil v0.0.0-20190719163853-cb61b32ac6fe/go.mod h1:8vg3r2VgvsThLBIFL93Qb5yWzgyZWhEmBwUJWevAkK0=
 github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0/go.mod h1:E/TSTwGwJL78qG/PmXZO1EjYhfJinVAhrmmHX6Z8B9k=
 github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
@ -728,8 +728,8 @@ golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5y
 golang.org/x/crypto v0.0.0-20211215153901-e495a2d5b3d3/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
 golang.org/x/crypto v0.0.0-20220722155217-630584e8d5aa/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
 golang.org/x/crypto v0.6.0/go.mod h1:OFC/31mSvZgRz0V1QTNCzfAI1aIRzbiufJtkMIlEp58=
-golang.org/x/crypto v0.31.0 h1:ihbySMvVjLAeSH1IbfcRTkD/iNscyz8rGzjF/E5hV6U=
-golang.org/x/crypto v0.31.0/go.mod h1:kDsLvtWBEx7MV9tJOj9bnXsPbxwJQ6csT/x4KIN4Ssk=
+golang.org/x/crypto v0.35.0 h1:b15kiHdrGCHrP6LvwaQ3c03kgNhhiMgvlhxHQhmg2Xs=
+golang.org/x/crypto v0.35.0/go.mod h1:dy7dXNW32cAb/6/PRuTNsix8T+vJAqvuIy5Bli/x0YQ=
 golang.org/x/exp v0.0.0-20180321215751-8460e604b9de/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20180807140117-3d87b88a115f/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
@ -853,8 +853,8 @@ golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJ
 golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
-golang.org/x/sync v0.10.0 h1:3NQrjDixjgGwUOCaF8w2+VYHv0Ve/vGYSbdkTa98gmQ=
-golang.org/x/sync v0.10.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
+golang.org/x/sync v0.11.0 h1:GGz8+XQP4FvTTrjZPzNKTMFtSXH80RAzG+5ghFPgK9w=
+golang.org/x/sync v0.11.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
 golang.org/x/sys v0.0.0-20180823144017-11551d06cbcc/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20180905080454-ebe1bf3edb33/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
@ -930,13 +930,13 @@ golang.org/x/sys v0.0.0-20220825204002-c680a09ffe64/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.0.0-20220906165534-d0df966e6959/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220908164124-27713097b956/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.28.0 h1:Fksou7UEQUWlKvIdsqzJmUmCX3cZuD2+P3XyyzwMhlA=
-golang.org/x/sys v0.28.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.30.0 h1:QjkSwP/36a20jFYWkSue1YwXzLmsV5Gfq7Eiy72C1uc=
+golang.org/x/sys v0.30.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
-golang.org/x/term v0.27.0 h1:WP60Sv1nlK1T6SupCHbXzSaN0b9wUmsPoRS9b61A23Q=
-golang.org/x/term v0.27.0/go.mod h1:iMsnZpn0cago0GOrHO2+Y7u7JPn5AylBrcoWkElMTSM=
+golang.org/x/term v0.29.0 h1:L6pJp37ocefwRRtYPKSWOWzOtWSxVajvz2ldH/xi3iU=
+golang.org/x/term v0.29.0/go.mod h1:6bl4lRlvVuDgSf3179VpIxBF0o10JUpXWOnI7nErv7s=
 golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
@ -947,8 +947,8 @@ golang.org/x/text v0.3.5/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
 golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
-golang.org/x/text v0.21.0 h1:zyQAAkrwaneQ066sspRyJaG9VNi/YJ1NfzcGB3hZ/qo=
-golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
+golang.org/x/text v0.22.0 h1:bofq7m3/HAFvbF51jz3Q9wLg3jkvSPuiZu/pD1XwgtM=
+golang.org/x/text v0.22.0/go.mod h1:YRoo4H8PVmsu+E3Ou7cqLVH8oXWIHVoX0jqUWALQhfY=
 golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20191024005414-555d28b269f0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
--- a/hack/verify-golangci-lint.sh
+++ b/hack/verify-golangci-lint.sh
@ -25,4 +25,4 @@ if [ -z "$(command -v golangci-lint)" ]; then
 fi

 echo 'Running golangci-lint'
-golangci-lint run --timeout 5m --go 1.22
+golangci-lint run --timeout 5m --go 1.23
--- a/manifests/v1beta1/components/controller/controller.yaml
+++ b/manifests/v1beta1/components/controller/controller.yaml
@ -15,15 +15,15 @@ spec:
    metadata:
      labels:
        katib.kubeflow.org/component: controller
+        sidecar.istio.io/inject: "false"
      annotations:
        prometheus.io/scrape: "true"
        prometheus.io/port: "8080"
-        sidecar.istio.io/inject: "false"
    spec:
      serviceAccountName: katib-controller
      containers:
        - name: katib-controller
-          image: docker.io/kubeflowkatib/katib-controller
+          image: ghcr.io/kubeflow/katib/katib-controller
          command: ["./katib-controller"]
          args:
            - --katib-config=/katib-config.yaml
@ -58,6 +58,15 @@ spec:
              name: katib-config
              subPath: katib-config.yaml
              readOnly: true
+          securityContext:
+            runAsNonRoot: true
+            allowPrivilegeEscalation: false
+            runAsUser: 1000
+            seccompProfile:
+              type: RuntimeDefault
+            capabilities:
+              drop:
+              - ALL
      volumes:
        - name: cert
          secret:
--- a/manifests/v1beta1/components/controller/trial-templates.yaml
+++ b/manifests/v1beta1/components/controller/trial-templates.yaml
@ -15,7 +15,7 @@ data:
        spec:
          containers:
            - name: training-container
-              image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+              image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
              command:
                - "python3"
                - "/opt/pytorch-mnist/mnist.py"
@ -33,7 +33,7 @@ data:
        spec:
          containers:
            - name: training-container
-              image: docker.io/kubeflowkatib/enas-cnn-cifar10-cpu:latest
+              image: ghcr.io/kubeflow/katib/enas-cnn-cifar10-cpu:latest
              command:
                - python3
                - -u
@ -54,7 +54,7 @@ data:
            spec:
              containers:
                - name: pytorch
-                  image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                  image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                  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: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                  command:
                    - "python3"
                    - "/opt/pytorch-mnist/mnist.py"
--- a/manifests/v1beta1/components/db-manager/db-manager.yaml
+++ b/manifests/v1beta1/components/db-manager/db-manager.yaml
@ -15,12 +15,11 @@ spec:
    metadata:
      labels:
        katib.kubeflow.org/component: db-manager
-      annotations:
        sidecar.istio.io/inject: "false"
    spec:
      containers:
        - name: katib-db-manager
-          image: docker.io/kubeflowkatib/katib-db-manager
+          image: ghcr.io/kubeflow/katib/katib-db-manager
          env:
            - name: DB_NAME
              value: "mysql"
@ -40,3 +39,12 @@ spec:
            initialDelaySeconds: 10
            periodSeconds: 60
            failureThreshold: 5
+          securityContext:
+            runAsNonRoot: true
+            allowPrivilegeEscalation: false
+            runAsUser: 1000
+            seccompProfile:
+              type: RuntimeDefault
+            capabilities:
+              drop:
+              - ALL
--- a/manifests/v1beta1/components/mysql/mysql.yaml
+++ b/manifests/v1beta1/components/mysql/mysql.yaml
@ -17,9 +17,11 @@ spec:
    metadata:
      labels:
        katib.kubeflow.org/component: mysql
-      annotations:
        sidecar.istio.io/inject: "false"
    spec:
+      securityContext:
+        fsGroup: 999
+        fsGroupChangePolicy: OnRootMismatch
      containers:
        - name: katib-mysql
          image: mysql:8.0.29
@ -68,6 +70,16 @@ spec:
          volumeMounts:
            - name: katib-mysql
              mountPath: /var/lib/mysql
+          securityContext:
+            allowPrivilegeEscalation: false
+            seccompProfile:
+              type: RuntimeDefault
+            runAsNonRoot: true
+            runAsUser: 999
+            runAsGroup: 999
+            capabilities:
+              drop:
+              - ALL
      volumes:
        - name: katib-mysql
          persistentVolumeClaim:
--- a/manifests/v1beta1/components/postgres/postgres.yaml
+++ b/manifests/v1beta1/components/postgres/postgres.yaml
@ -17,8 +17,8 @@ spec:
    metadata:
      labels:
        katib.kubeflow.org/component: postgres
-      annotations:
        sidecar.istio.io/inject: "false"
+      annotations:
    spec:
      containers:
        - name: katib-postgres
--- a/manifests/v1beta1/components/ui/ui.yaml
+++ b/manifests/v1beta1/components/ui/ui.yaml
@ -15,12 +15,11 @@ spec:
    metadata:
      labels:
        katib.kubeflow.org/component: ui
-      annotations:
        sidecar.istio.io/inject: "false"
    spec:
      containers:
        - name: katib-ui
-          image: docker.io/kubeflowkatib/katib-ui
+          image: ghcr.io/kubeflow/katib/katib-ui
          command:
            - "./katib-ui"
          args:
@ -33,4 +32,13 @@ spec:
          ports:
            - name: ui
              containerPort: 8080
+          securityContext:
+            runAsNonRoot: true
+            allowPrivilegeEscalation: false
+            runAsUser: 1000
+            seccompProfile:
+              type: RuntimeDefault
+            capabilities:
+              drop:
+              - ALL
      serviceAccountName: katib-ui
--- a/manifests/v1beta1/installs/katib-cert-manager/certificate.yaml
+++ b/manifests/v1beta1/installs/katib-cert-manager/certificate.yaml
@ -5,10 +5,10 @@ metadata:
  name: katib-webhook-cert
 spec:
  isCA: true
-  commonName: $(KATIB_SERVICE_NAME).$(KATIB_NAMESPACE).svc
+  commonName: KATIB_SERVICE_NAME_PLACEHOLDER.KATIB_NAMESPACE_PLACEHOLDER.svc
  dnsNames:
-    - $(KATIB_SERVICE_NAME).$(KATIB_NAMESPACE).svc
-    - $(KATIB_SERVICE_NAME).$(KATIB_NAMESPACE).svc.cluster.local
+    - KATIB_SERVICE_NAME_PLACEHOLDER.KATIB_NAMESPACE_PLACEHOLDER.svc
+    - KATIB_SERVICE_NAME_PLACEHOLDER.KATIB_NAMESPACE_PLACEHOLDER.svc.cluster.local
  issuerRef:
    kind: Issuer
    name: katib-selfsigned-issuer
--- a/manifests/v1beta1/installs/katib-cert-manager/katib-config.yaml
+++ b/manifests/v1beta1/installs/katib-cert-manager/katib-config.yaml
@ -13,40 +13,40 @@ init:
 runtime:
  metricsCollectors:
    - kind: StdOut
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/file-metrics-collector:latest
    - kind: File
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/file-metrics-collector:latest
    - kind: TensorFlowEvent
-      image: docker.io/kubeflowkatib/tfevent-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/tfevent-metrics-collector:latest
      resources:
        limits:
          memory: 1Gi
  suggestions:
    - algorithmName: random
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
    - algorithmName: tpe
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
    - algorithmName: grid
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-optuna:latest
    - algorithmName: hyperband
-      image: docker.io/kubeflowkatib/suggestion-hyperband:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperband:latest
    - algorithmName: bayesianoptimization
-      image: docker.io/kubeflowkatib/suggestion-skopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-skopt:latest
    - algorithmName: cmaes
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-goptuna:latest
    - algorithmName: sobol
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-goptuna:latest
    - algorithmName: multivariate-tpe
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-optuna:latest
    - algorithmName: enas
-      image: docker.io/kubeflowkatib/suggestion-enas:latest
+      image: ghcr.io/kubeflow/katib/suggestion-enas:latest
      resources:
        limits:
          memory: 400Mi
    - algorithmName: darts
-      image: docker.io/kubeflowkatib/suggestion-darts:latest
+      image: ghcr.io/kubeflow/katib/suggestion-darts:latest
    - algorithmName: pbt
-      image: docker.io/kubeflowkatib/suggestion-pbt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-pbt:latest
      persistentVolumeClaimSpec:
        accessModes:
          - ReadWriteMany
@ -55,4 +55,4 @@ runtime:
            storage: 5Gi
  earlyStoppings:
    - algorithmName: medianstop
-      image: docker.io/kubeflowkatib/earlystopping-medianstop:latest
+      image: ghcr.io/kubeflow/katib/earlystopping-medianstop:latest
--- a/manifests/v1beta1/installs/katib-cert-manager/kustomization.yaml
+++ b/manifests/v1beta1/installs/katib-cert-manager/kustomization.yaml
@ -1,69 +1,158 @@
---
 apiVersion: kustomize.config.k8s.io/v1beta1
 kind: Kustomization
 namespace: kubeflow
 resources:
-  # Namespace.
-  - ../../components/namespace
-  # Katib controller.
-  - ../../components/controller/
-  # Katib CRDs.
-  - ../../components/crd/
-  # Katib DB manager.
-  - ../../components/db-manager/
-  # Katib DB mysql.
-  - ../../components/mysql/
-  # Katib UI.
-  - ../../components/ui/
-  # Katib webhooks.
-  - ../../components/webhook/
-  # Cert-manager certificate for webhooks
-  - certificate.yaml
+# Namespace.
+- ../../components/namespace
+# Katib controller.
+- ../../components/controller/
+# Katib CRDs.
+- ../../components/crd/
+# Katib DB manager.
+- ../../components/db-manager/
+# Katib DB mysql.
+- ../../components/mysql/
+# Katib UI.
+- ../../components/ui/
+ # Katib webhooks.
+- ../../components/webhook/
+# Cert-manager certificate for webhooks
+- certificate.yaml
 images:
-  - name: docker.io/kubeflowkatib/katib-controller
-    newName: docker.io/kubeflowkatib/katib-controller
-    newTag: latest
-  - name: docker.io/kubeflowkatib/katib-db-manager
-    newName: docker.io/kubeflowkatib/katib-db-manager
-    newTag: latest
-  - name: docker.io/kubeflowkatib/katib-ui
-    newName: docker.io/kubeflowkatib/katib-ui
-    newTag: latest
+- name: ghcr.io/kubeflow/katib/katib-controller
+  newName: ghcr.io/kubeflow/katib/katib-controller
+  newTag: latest
+- name: ghcr.io/kubeflow/katib/katib-db-manager
+  newName: ghcr.io/kubeflow/katib/katib-db-manager
+  newTag: latest
+- name: ghcr.io/kubeflow/katib/katib-ui
+  newName: ghcr.io/kubeflow/katib/katib-ui
+  newTag: latest

-patchesStrategicMerge:
-  - patches/katib-cert-injection.yaml

-vars:
-  - fieldref:
-      fieldPath: metadata.namespace
-    name: KATIB_NAMESPACE
-    objref:
-      apiVersion: v1
-      kind: Service
-      name: katib-controller
-  - fieldref:
-      fieldPath: metadata.name
-    name: KATIB_SERVICE_NAME
-    objref:
-      apiVersion: v1
-      kind: Service
-      name: katib-controller
-  - name: KATIB_CERT_NAME
-    objref:
-      kind: Certificate
-      group: cert-manager.io
-      version: v1
-      name: katib-webhook-cert
-    fieldref:
-      fieldpath: metadata.name

 configurations:
-  - params.yaml
+- params.yaml

 configMapGenerator:
-  - name: katib-config
-    behavior: create
-    files:
-      - katib-config.yaml
+- behavior: create
+  files:
+  - katib-config.yaml
+  name: katib-config
+  options:
+    disableNameSuffixHash: true
+patches:
+- path: patches/katib-cert-injection.yaml
+replacements:
+- source:
+    fieldPath: metadata.namespace
+    kind: Service
+    name: katib-controller
+    version: v1
+  targets:
+  - fieldPaths:
+    - spec.commonName
    options:
-      disableNameSuffixHash: true
+      delimiter: .
+      index: 1
+    select:
+      group: cert-manager.io
+      kind: Certificate
+      name: katib-webhook-cert
+      version: v1
+  - fieldPaths:
+    - spec.dnsNames.0
+    options:
+      delimiter: .
+      index: 1
+    select:
+      group: cert-manager.io
+      kind: Certificate
+      name: katib-webhook-cert
+      version: v1
+  - fieldPaths:
+    - spec.dnsNames.1
+    options:
+      delimiter: .
+      index: 1
+    select:
+      group: cert-manager.io
+      kind: Certificate
+      name: katib-webhook-cert
+      version: v1
+  - fieldPaths:
+    - metadata.annotations.[cert-manager.io/inject-ca-from]
+    options:
+      delimiter: /
+      create: true
+    select: 
+      group: admissionregistration.k8s.io
+      kind: ValidatingWebhookConfiguration
+      version: v1
+  - fieldPaths:
+    - metadata.annotations.[cert-manager.io/inject-ca-from]
+    options:
+      delimiter: /
+      create: true
+    select:
+      group: admissionregistration.k8s.io
+      kind: MutatingWebhookConfiguration
+      version: v1
+- source:
+    fieldPath: metadata.name
+    kind: Service
+    name: katib-controller
+    version: v1
+  targets:
+  - fieldPaths:
+    - spec.commonName
+    options:
+      delimiter: .
+    select:
+      group: cert-manager.io
+      kind: Certificate
+      name: katib-webhook-cert
+      version: v1
+  - fieldPaths:
+    - spec.dnsNames.0
+    options:
+      delimiter: .
+    select:
+      group: cert-manager.io
+      kind: Certificate
+      name: katib-webhook-cert
+      version: v1
+  - fieldPaths:
+    - spec.dnsNames.1
+    options:
+      delimiter: .
+    select:
+      group: cert-manager.io
+      kind: Certificate
+      name: katib-webhook-cert
+      version: v1
+- source:
+    fieldPath: metadata.name
+    kind: Certificate
+    name: katib-webhook-cert
+  targets:
+  - fieldPaths:
+    - metadata.annotations.[cert-manager.io/inject-ca-from]
+    options:
+      delimiter: /
+      index: 1
+      create: true
+    select:
+      group: admissionregistration.k8s.io
+      kind: ValidatingWebhookConfiguration
+      version: v1
+  - fieldPaths:
+    - metadata.annotations.[cert-manager.io/inject-ca-from]
+    options:
+      delimiter: /
+      index: 1
+      create: true
+    select:
+      group: admissionregistration.k8s.io
+      kind: MutatingWebhookConfiguration
+      version: v1
--- a/manifests/v1beta1/installs/katib-cert-manager/patches/katib-cert-injection.yaml
+++ b/manifests/v1beta1/installs/katib-cert-manager/patches/katib-cert-injection.yaml
@ -4,11 +4,11 @@ kind: ValidatingWebhookConfiguration
 metadata:
  name: katib.kubeflow.org
  annotations:
-    cert-manager.io/inject-ca-from: $(KATIB_NAMESPACE)/$(KATIB_CERT_NAME)
+    cert-manager.io/inject-ca-from: KATIB_NAMESPACE_PLACEHOLDER/KATIB_CERT_NAME_PLACEHOLDER
 ---
 apiVersion: admissionregistration.k8s.io/v1
 kind: MutatingWebhookConfiguration
 metadata:
  name: katib.kubeflow.org
  annotations:
-    cert-manager.io/inject-ca-from: $(KATIB_NAMESPACE)/$(KATIB_CERT_NAME)
+    cert-manager.io/inject-ca-from: KATIB_NAMESPACE_PLACEHOLDER/KATIB_CERT_NAME_PLACEHOLDER
--- a/manifests/v1beta1/installs/katib-external-db/katib-config.yaml
+++ b/manifests/v1beta1/installs/katib-external-db/katib-config.yaml
@ -15,40 +15,40 @@ init:
 runtime:
  metricsCollectors:
    - kind: StdOut
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/file-metrics-collector:latest
    - kind: File
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/file-metrics-collector:latest
    - kind: TensorFlowEvent
-      image: docker.io/kubeflowkatib/tfevent-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/tfevent-metrics-collector:latest
      resources:
        limits:
          memory: 1Gi
  suggestions:
    - algorithmName: random
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
    - algorithmName: tpe
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
    - algorithmName: grid
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-optuna:latest
    - algorithmName: hyperband
-      image: docker.io/kubeflowkatib/suggestion-hyperband:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperband:latest
    - algorithmName: bayesianoptimization
-      image: docker.io/kubeflowkatib/suggestion-skopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-skopt:latest
    - algorithmName: cmaes
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-goptuna:latest
    - algorithmName: sobol
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-goptuna:latest
    - algorithmName: multivariate-tpe
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-optuna:latest
    - algorithmName: enas
-      image: docker.io/kubeflowkatib/suggestion-enas:latest
+      image: ghcr.io/kubeflow/katib/suggestion-enas:latest
      resources:
        limits:
          memory: 400Mi
    - algorithmName: darts
-      image: docker.io/kubeflowkatib/suggestion-darts:latest
+      image: ghcr.io/kubeflow/katib/suggestion-darts:latest
    - algorithmName: pbt
-      image: docker.io/kubeflowkatib/suggestion-pbt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-pbt:latest
      persistentVolumeClaimSpec:
        accessModes:
          - ReadWriteMany
@ -57,4 +57,4 @@ runtime:
            storage: 5Gi
  earlyStoppings:
    - algorithmName: medianstop
-      image: docker.io/kubeflowkatib/earlystopping-medianstop:latest
+      image: ghcr.io/kubeflow/katib/earlystopping-medianstop:latest
--- a/manifests/v1beta1/installs/katib-external-db/kustomization.yaml
+++ b/manifests/v1beta1/installs/katib-external-db/kustomization.yaml
@ -1,45 +1,44 @@
---
 apiVersion: kustomize.config.k8s.io/v1beta1
 kind: Kustomization
 namespace: kubeflow
 resources:
-  # Namespace.
-  - ../../components/namespace/
-  # Katib controller.
-  - ../../components/controller/
-  # Katib CRDs.
-  - ../../components/crd/
-  # Katib DB manager.
-  - ../../components/db-manager/
-  # Katib UI.
-  - ../../components/ui/
-  # Katib webhooks.
-  - ../../components/webhook/
+# Namespace.
+- ../../components/namespace/
+# Katib controller.
+- ../../components/controller/
+# Katib CRDs.
+- ../../components/crd/
+# Katib DB manager.
+- ../../components/db-manager/
+# Katib UI.
+- ../../components/ui/
+# Katib webhooks.
+- ../../components/webhook/
 images:
-  - name: docker.io/kubeflowkatib/katib-controller
-    newName: docker.io/kubeflowkatib/katib-controller
-    newTag: latest
-  - name: docker.io/kubeflowkatib/katib-db-manager
-    newName: docker.io/kubeflowkatib/katib-db-manager
-    newTag: latest
-  - name: docker.io/kubeflowkatib/katib-ui
-    newName: docker.io/kubeflowkatib/katib-ui
-    newTag: latest
-patchesStrategicMerge:
-  - patches/db-manager.yaml
+- name: ghcr.io/kubeflow/katib/katib-controller
+  newName: ghcr.io/kubeflow/katib/katib-controller
+  newTag: latest
+- name: ghcr.io/kubeflow/katib/katib-db-manager
+  newName: ghcr.io/kubeflow/katib/katib-db-manager
+  newTag: latest
+- name: ghcr.io/kubeflow/katib/katib-ui
+  newName: ghcr.io/kubeflow/katib/katib-ui
+  newTag: latest
 # Modify katib-mysql-secrets with parameters for the DB.
-secretGenerator:
-  - name: katib-mysql-secrets
-    envs:
-      - secrets.env
  # Secret for webhooks certs.
-  - name: katib-webhook-cert
-    options:
-      disableNameSuffixHash: true
+secretGenerator:
+- envs:
+  - secrets.env
+  name: katib-mysql-secrets
+- name: katib-webhook-cert
+  options:
+    disableNameSuffixHash: true
 configMapGenerator:
-  - name: katib-config
-    behavior: create
-    files:
-      - katib-config.yaml
-    options:
-      disableNameSuffixHash: true
+- behavior: create
+  files:
+  - katib-config.yaml
+  name: katib-config
+  options:
+    disableNameSuffixHash: true
+patches:
+- path: patches/db-manager.yaml
--- a/manifests/v1beta1/installs/katib-leader-election/katib-config.yaml
+++ b/manifests/v1beta1/installs/katib-leader-election/katib-config.yaml
@ -16,40 +16,40 @@ init:
 runtime:
  metricsCollectors:
    - kind: StdOut
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/file-metrics-collector:latest
    - kind: File
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/file-metrics-collector:latest
    - kind: TensorFlowEvent
-      image: docker.io/kubeflowkatib/tfevent-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/tfevent-metrics-collector:latest
      resources:
        limits:
          memory: 1Gi
  suggestions:
    - algorithmName: random
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
    - algorithmName: tpe
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
    - algorithmName: grid
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-optuna:latest
    - algorithmName: hyperband
-      image: docker.io/kubeflowkatib/suggestion-hyperband:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperband:latest
    - algorithmName: bayesianoptimization
-      image: docker.io/kubeflowkatib/suggestion-skopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-skopt:latest
    - algorithmName: cmaes
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-goptuna:latest
    - algorithmName: sobol
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-goptuna:latest
    - algorithmName: multivariate-tpe
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-optuna:latest
    - algorithmName: enas
-      image: docker.io/kubeflowkatib/suggestion-enas:latest
+      image: ghcr.io/kubeflow/katib/suggestion-enas:latest
      resources:
        limits:
          memory: 400Mi
    - algorithmName: darts
-      image: docker.io/kubeflowkatib/suggestion-darts:latest
+      image: ghcr.io/kubeflow/katib/suggestion-darts:latest
    - algorithmName: pbt
-      image: docker.io/kubeflowkatib/suggestion-pbt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-pbt:latest
      persistentVolumeClaimSpec:
        accessModes:
          - ReadWriteMany
@ -58,4 +58,4 @@ runtime:
            storage: 5Gi
  earlyStoppings:
    - algorithmName: medianstop
-      image: docker.io/kubeflowkatib/earlystopping-medianstop:latest
+      image: ghcr.io/kubeflow/katib/earlystopping-medianstop:latest
--- a/manifests/v1beta1/installs/katib-leader-election/kustomization.yaml
+++ b/manifests/v1beta1/installs/katib-leader-election/kustomization.yaml
@ -1,18 +1,17 @@
---
 apiVersion: kustomize.config.k8s.io/v1beta1
 kind: Kustomization
 namespace: kubeflow
-resources:
-  - ../katib-standalone
  # rbac for leader-election
-  - leader-election-rbac.yaml
+resources:
+- ../katib-standalone
+- leader-election-rbac.yaml
 replicas:
-  - name: katib-controller
-    count: 2
+- count: 2
+  name: katib-controller
 configMapGenerator:
-  - name: katib-config
-    behavior: replace
-    files:
-      - katib-config.yaml
-    options:
-      disableNameSuffixHash: true
+- behavior: replace
+  files:
+  - katib-config.yaml
+  name: katib-config
+  options:
+    disableNameSuffixHash: true
--- a/manifests/v1beta1/installs/katib-openshift/katib-config.yaml
+++ b/manifests/v1beta1/installs/katib-openshift/katib-config.yaml
@ -13,40 +13,40 @@ init:
 runtime:
  metricsCollectors:
    - kind: StdOut
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/file-metrics-collector:latest
    - kind: File
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/file-metrics-collector:latest
    - kind: TensorFlowEvent
-      image: docker.io/kubeflowkatib/tfevent-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/tfevent-metrics-collector:latest
      resources:
        limits:
          memory: 1Gi
  suggestions:
    - algorithmName: random
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
    - algorithmName: tpe
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
    - algorithmName: grid
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-optuna:latest
    - algorithmName: hyperband
-      image: docker.io/kubeflowkatib/suggestion-hyperband:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperband:latest
    - algorithmName: bayesianoptimization
-      image: docker.io/kubeflowkatib/suggestion-skopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-skopt:latest
    - algorithmName: cmaes
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-goptuna:latest
    - algorithmName: sobol
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-goptuna:latest
    - algorithmName: multivariate-tpe
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-optuna:latest
    - algorithmName: enas
-      image: docker.io/kubeflowkatib/suggestion-enas:latest
+      image: ghcr.io/kubeflow/katib/suggestion-enas:latest
      resources:
        limits:
          memory: 400Mi
    - algorithmName: darts
-      image: docker.io/kubeflowkatib/suggestion-darts:latest
+      image: ghcr.io/kubeflow/katib/suggestion-darts:latest
    - algorithmName: pbt
-      image: docker.io/kubeflowkatib/suggestion-pbt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-pbt:latest
      persistentVolumeClaimSpec:
        accessModes:
          - ReadWriteMany
@ -55,4 +55,4 @@ runtime:
            storage: 5Gi
  earlyStoppings:
    - algorithmName: medianstop
-      image: docker.io/kubeflowkatib/earlystopping-medianstop:latest
+      image: ghcr.io/kubeflow/katib/earlystopping-medianstop:latest
--- a/manifests/v1beta1/installs/katib-openshift/kustomization.yaml
+++ b/manifests/v1beta1/installs/katib-openshift/kustomization.yaml
@ -8,65 +8,62 @@
 # To achieve this, run:
 #
 # `kustomize build ./manifests/v1beta1/installs/katib-openshift | oc apply -f - -l type!=local`
---
 apiVersion: kustomize.config.k8s.io/v1beta1
 kind: Kustomization
 namespace: kubeflow
 resources:
-  # Namespace.
-  - ../../components/namespace/
-  # Katib controller.
-  - ../../components/controller/
-  # Katib CRDs.
-  - ../../components/crd/
-  # Katib DB manager.
-  - ../../components/db-manager/
-  # Katib DB mysql.
-  - ../../components/mysql/
-  # Katib UI.
-  - ../../components/ui/
-  # Katib webhooks.
-  - ../../components/webhook/
+# Namespace.
+- ../../components/namespace/
+# Katib controller.
+- ../../components/controller/
+# Katib CRDs.
+- ../../components/crd/
+# Katib DB manager.
+- ../../components/db-manager/
+# Katib DB mysql.
+- ../../components/mysql/
+# Katib UI.
+- ../../components/ui/
+# Katib webhooks.
+- ../../components/webhook/
 images:
-  - name: docker.io/kubeflowkatib/katib-controller
-    newName: docker.io/kubeflowkatib/katib-controller
-    newTag: latest
-  - name: docker.io/kubeflowkatib/katib-db-manager
-    newName: docker.io/kubeflowkatib/katib-db-manager
-    newTag: latest
-  - name: docker.io/kubeflowkatib/katib-ui
-    newName: docker.io/kubeflowkatib/katib-ui
-    newTag: latest
-
-patchesJson6902:
-  # Annotate Service to delegate TLS-secret generation to OpenShift service controller
-  # https://docs.openshift.com/container-platform/4.6/security/certificates/service-serving-certificate.html#add-service-certificate_service-serving-certificate
-  - target:
-      group: ""
-      version: v1
-      kind: Service
-      name: katib-controller
-      namespace: kubeflow
-    path: patches/service-serving-cert.yaml
-  # Annotate WebhookConfigurations to delegate `caBundle` population to OpenShift service controller
-  # https://docs.openshift.com/container-platform/4.6/security/certificates/service-serving-certificate.html#add-service-certificate-mutating-webhook_service-serving-certificate
-  - target:
-      group: admissionregistration.k8s.io
-      version: v1
-      kind: ValidatingWebhookConfiguration
-      name: katib.kubeflow.org
-    path: patches/webhook-inject-cabundle.yaml
-  - target:
-      group: admissionregistration.k8s.io
-      version: v1
-      kind: MutatingWebhookConfiguration
-      name: katib.kubeflow.org
-    path: patches/webhook-inject-cabundle.yaml
+- name: ghcr.io/kubeflow/katib/katib-controller
+  newName: ghcr.io/kubeflow/katib/katib-controller
+  newTag: latest
+- name: ghcr.io/kubeflow/katib/katib-db-manager
+  newName: ghcr.io/kubeflow/katib/katib-db-manager
+  newTag: latest
+- name: ghcr.io/kubeflow/katib/katib-ui
+  newName: ghcr.io/kubeflow/katib/katib-ui
+  newTag: latest

 configMapGenerator:
-  - name: katib-config
-    behavior: create
-    files:
-      - katib-config.yaml
-    options:
-      disableNameSuffixHash: true
+- behavior: create
+  files:
+  - katib-config.yaml
+  name: katib-config
+  options:
+    disableNameSuffixHash: true
+patches:
+# Annotate Service to delegate TLS-secret generation to OpenShift service controller
+# https://docs.openshift.com/container-platform/4.6/security/certificates/service-serving-certificate.html#add-service-certificate_service-serving-certificate
+- path: patches/service-serving-cert.yaml
+  target:
+    kind: Service
+    name: katib-controller
+    namespace: kubeflow
+    version: v1
+ # Annotate WebhookConfigurations to delegate `caBundle` population to OpenShift service controller
+# https://docs.openshift.com/container-platform/4.6/security/certificates/service-serving-certificate.html#add-service-certificate-mutating-webhook_service-serving-certificate
+- path: patches/webhook-inject-cabundle.yaml
+  target:
+    group: admissionregistration.k8s.io
+    kind: ValidatingWebhookConfiguration
+    name: katib.kubeflow.org
+    version: v1
+- path: patches/webhook-inject-cabundle.yaml
+  target:
+    group: admissionregistration.k8s.io
+    kind: MutatingWebhookConfiguration
+    name: katib.kubeflow.org
+    version: v1
--- a/manifests/v1beta1/installs/katib-standalone-postgres/katib-config.yaml
+++ b/manifests/v1beta1/installs/katib-standalone-postgres/katib-config.yaml
@ -15,40 +15,40 @@ init:
 runtime:
  metricsCollectors:
    - kind: StdOut
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/file-metrics-collector:latest
    - kind: File
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/file-metrics-collector:latest
    - kind: TensorFlowEvent
-      image: docker.io/kubeflowkatib/tfevent-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/tfevent-metrics-collector:latest
      resources:
        limits:
          memory: 1Gi
  suggestions:
    - algorithmName: random
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
    - algorithmName: tpe
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
    - algorithmName: grid
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-optuna:latest
    - algorithmName: hyperband
-      image: docker.io/kubeflowkatib/suggestion-hyperband:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperband:latest
    - algorithmName: bayesianoptimization
-      image: docker.io/kubeflowkatib/suggestion-skopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-skopt:latest
    - algorithmName: cmaes
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-goptuna:latest
    - algorithmName: sobol
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-goptuna:latest
    - algorithmName: multivariate-tpe
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-optuna:latest
    - algorithmName: enas
-      image: docker.io/kubeflowkatib/suggestion-enas:latest
+      image: ghcr.io/kubeflow/katib/suggestion-enas:latest
      resources:
        limits:
          memory: 400Mi
    - algorithmName: darts
-      image: docker.io/kubeflowkatib/suggestion-darts:latest
+      image: ghcr.io/kubeflow/katib/suggestion-darts:latest
    - algorithmName: pbt
-      image: docker.io/kubeflowkatib/suggestion-pbt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-pbt:latest
      persistentVolumeClaimSpec:
        accessModes:
          - ReadWriteMany
@ -57,4 +57,4 @@ runtime:
            storage: 5Gi
  earlyStoppings:
    - algorithmName: medianstop
-      image: docker.io/kubeflowkatib/earlystopping-medianstop:latest
+      image: ghcr.io/kubeflow/katib/earlystopping-medianstop:latest
--- a/manifests/v1beta1/installs/katib-standalone-postgres/kustomization.yaml
+++ b/manifests/v1beta1/installs/katib-standalone-postgres/kustomization.yaml
@ -1,48 +1,47 @@
---
 apiVersion: kustomize.config.k8s.io/v1beta1
 kind: Kustomization
-namespace: kubeflow
+namespace: kubeflow 
 resources:
-  # Namespace.
-  - ../../components/namespace/
-  # Katib controller.
-  - ../../components/controller/
-  # Katib CRDs.
-  - ../../components/crd/
-  # Katib DB manager.
-  - ../../components/db-manager/
-  # Katib DB postgres.
-  - ../../components/postgres/
-  # Katib UI.
-  - ../../components/ui/
-  # Katib webhooks.
-  - ../../components/webhook/
+# Namespace.
+- ../../components/namespace/
+# Katib controller.
+- ../../components/controller/
+# Katib CRDs.
+- ../../components/crd/
+# Katib DB manager.
+- ../../components/db-manager/
+# Katib DB postgres.
+- ../../components/postgres/
+# Katib UI.
+- ../../components/ui/
+# Katib webhooks.
+- ../../components/webhook/
 images:
-  - name: docker.io/kubeflowkatib/katib-controller
-    newName: docker.io/kubeflowkatib/katib-controller
-    newTag: latest
-  - name: docker.io/kubeflowkatib/katib-db-manager
-    newName: docker.io/kubeflowkatib/katib-db-manager
-    newTag: latest
-  - name: docker.io/kubeflowkatib/katib-ui
-    newName: docker.io/kubeflowkatib/katib-ui
-    newTag: latest
-patchesJson6902:
-  - target:
-      group: apps
-      version: v1
-      kind: Deployment
-      name: katib-db-manager
-    path: ./patches/db-manager.yaml
+- name: ghcr.io/kubeflow/katib/katib-controller
+  newName: ghcr.io/kubeflow/katib/katib-controller
+  newTag: latest
+- name: ghcr.io/kubeflow/katib/katib-db-manager
+  newName: ghcr.io/kubeflow/katib/katib-db-manager
+  newTag: latest
+- name: ghcr.io/kubeflow/katib/katib-ui
+  newName: ghcr.io/kubeflow/katib/katib-ui
+  newTag: latest
 configMapGenerator:
-  - name: katib-config
-    behavior: create
-    files:
-      - katib-config.yaml
-    options:
-      disableNameSuffixHash: true
+- behavior: create
+  files:
+  - katib-config.yaml
+  name: katib-config
+  options:
+    disableNameSuffixHash: true
 # Secret for webhooks certs.
 secretGenerator:
-  - name: katib-webhook-cert
-    options:
-      disableNameSuffixHash: true
+- name: katib-webhook-cert
+  options:
+    disableNameSuffixHash: true
+patches:
+- path: ./patches/db-manager.yaml
+  target:
+    group: apps
+    kind: Deployment
+    name: katib-db-manager
+    version: v1
--- a/manifests/v1beta1/installs/katib-standalone/katib-config.yaml
+++ b/manifests/v1beta1/installs/katib-standalone/katib-config.yaml
@ -1,4 +1,3 @@
---
 apiVersion: config.kubeflow.org/v1beta1
 kind: KatibConfig
 init:
@ -15,40 +14,40 @@ init:
 runtime:
  metricsCollectors:
    - kind: StdOut
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/file-metrics-collector:latest
    - kind: File
-      image: docker.io/kubeflowkatib/file-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/file-metrics-collector:latest
    - kind: TensorFlowEvent
-      image: docker.io/kubeflowkatib/tfevent-metrics-collector:latest
+      image: ghcr.io/kubeflow/katib/tfevent-metrics-collector:latest
      resources:
        limits:
          memory: 1Gi
  suggestions:
    - algorithmName: random
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
    - algorithmName: tpe
-      image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
    - algorithmName: grid
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-optuna:latest
    - algorithmName: hyperband
-      image: docker.io/kubeflowkatib/suggestion-hyperband:latest
+      image: ghcr.io/kubeflow/katib/suggestion-hyperband:latest
    - algorithmName: bayesianoptimization
-      image: docker.io/kubeflowkatib/suggestion-skopt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-skopt:latest
    - algorithmName: cmaes
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-goptuna:latest
    - algorithmName: sobol
-      image: docker.io/kubeflowkatib/suggestion-goptuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-goptuna:latest
    - algorithmName: multivariate-tpe
-      image: docker.io/kubeflowkatib/suggestion-optuna:latest
+      image: ghcr.io/kubeflow/katib/suggestion-optuna:latest
    - algorithmName: enas
-      image: docker.io/kubeflowkatib/suggestion-enas:latest
+      image: ghcr.io/kubeflow/katib/suggestion-enas:latest
      resources:
        limits:
          memory: 400Mi
    - algorithmName: darts
-      image: docker.io/kubeflowkatib/suggestion-darts:latest
+      image: ghcr.io/kubeflow/katib/suggestion-darts:latest
    - algorithmName: pbt
-      image: docker.io/kubeflowkatib/suggestion-pbt:latest
+      image: ghcr.io/kubeflow/katib/suggestion-pbt:latest
      persistentVolumeClaimSpec:
        accessModes:
          - ReadWriteMany
@ -57,4 +56,4 @@ runtime:
            storage: 5Gi
  earlyStoppings:
    - algorithmName: medianstop
-      image: docker.io/kubeflowkatib/earlystopping-medianstop:latest
+      image: ghcr.io/kubeflow/katib/earlystopping-medianstop:latest
--- a/manifests/v1beta1/installs/katib-standalone/kustomization.yaml
+++ b/manifests/v1beta1/installs/katib-standalone/kustomization.yaml
@ -18,14 +18,14 @@ resources:
  # Katib webhooks.
  - ../../components/webhook/
 images:
-  - name: docker.io/kubeflowkatib/katib-controller
-    newName: docker.io/kubeflowkatib/katib-controller
+  - name: ghcr.io/kubeflow/katib/katib-controller
+    newName: ghcr.io/kubeflow/katib/katib-controller
    newTag: latest
-  - name: docker.io/kubeflowkatib/katib-db-manager
-    newName: docker.io/kubeflowkatib/katib-db-manager
+  - name: ghcr.io/kubeflow/katib/katib-db-manager
+    newName: ghcr.io/kubeflow/katib/katib-db-manager
    newTag: latest
-  - name: docker.io/kubeflowkatib/katib-ui
-    newName: docker.io/kubeflowkatib/katib-ui
+  - name: ghcr.io/kubeflow/katib/katib-ui
+    newName: ghcr.io/kubeflow/katib/katib-ui
    newTag: latest
 configMapGenerator:
  - name: katib-config
--- a/manifests/v1beta1/installs/katib-with-kubeflow/kustomization.yaml
+++ b/manifests/v1beta1/installs/katib-with-kubeflow/kustomization.yaml
@ -1,56 +1,63 @@
---
 apiVersion: kustomize.config.k8s.io/v1beta1
 kind: Kustomization
 namespace: kubeflow
 resources:
-  - ../katib-cert-manager
-  # Kubeflow Katib components.
-  - kubeflow-katib-roles.yaml
-  - ui-virtual-service.yaml
-  - istio-authorizationpolicy.yaml
+- ../katib-cert-manager
+# Kubeflow Katib components.
+- kubeflow-katib-roles.yaml
+- ui-virtual-service.yaml
+- istio-authorizationpolicy.yaml
 images:
-  - name: docker.io/kubeflowkatib/katib-controller
-    newName: docker.io/kubeflowkatib/katib-controller
-    newTag: latest
-  - name: docker.io/kubeflowkatib/katib-db-manager
-    newName: docker.io/kubeflowkatib/katib-db-manager
-    newTag: latest
-  - name: docker.io/kubeflowkatib/katib-ui
-    newName: docker.io/kubeflowkatib/katib-ui
-    newTag: latest
-
-patchesStrategicMerge:
-  - patches/remove-namespace.yaml
-
+- name: ghcr.io/kubeflow/katib/katib-controller
+  newName: ghcr.io/kubeflow/katib/katib-controller
+  newTag: latest
+- name: ghcr.io/kubeflow/katib/katib-db-manager
+  newName: ghcr.io/kubeflow/katib/katib-db-manager
+  newTag: latest
+- name: ghcr.io/kubeflow/katib/katib-ui
+  newName: ghcr.io/kubeflow/katib/katib-ui
+  newTag: latest
+  
 patches:
-  # Extend RBAC permission list of katib-ui so it can
-  # create SubjectAccessReview resources.
-  - target:
-      kind: ClusterRole
-      name: katib-ui
-      group: rbac.authorization.k8s.io
-      version: v1
-    path: patches/ui-rbac.yaml
-  # Enable RBAC authz checks in UI's backend.
-  - target:
-      version: v1
-      kind: Deployment
-      name: katib-ui
-    path: patches/enable-ui-authz-checks.yaml
-  # Allow istio sidecar injection in katib-UI Pod.
-  - target:
-      kind: Deployment
-      name: katib-ui
-    path: patches/istio-sidecar-injection.yaml
+# Extend RBAC permission list of katib-ui so it can
+# create SubjectAccessReview resources.
+- path: patches/ui-rbac.yaml
+  target:
+    group: rbac.authorization.k8s.io
+    kind: ClusterRole
+    name: katib-ui
+    version: v1
+# Enable RBAC authz checks in UI's backend.
+- path: patches/enable-ui-authz-checks.yaml
+  target:
+    kind: Deployment
+    name: katib-ui
+    version: v1
+# Allow istio sidecar injection in katib-UI Pod.
+- path: patches/istio-sidecar-injection.yaml
+  target:
+    kind: Deployment
+    name: katib-ui
+- path: patches/remove-namespace.yaml

-vars:
-  - fieldref:
-      fieldPath: metadata.namespace
-    name: KATIB_UI_NAMESPACE
-    objref:
-      apiVersion: apps/v1
-      kind: Deployment
-      name: katib-ui

 configurations:
-  - params.yaml
+- params.yaml
+replacements:
+- source:
+    fieldPath: metadata.namespace
+    group: apps
+    kind: Deployment
+    name: katib-ui
+    version: v1
+  targets:
+  - fieldPaths:
+    - spec.http.0.route.0.destination.host
+    options:
+      delimiter: .
+      index: 1
+    select:
+      group: networking.istio.io
+      kind: VirtualService
+      name: katib-ui
+      version: v1alpha3
--- a/manifests/v1beta1/installs/katib-with-kubeflow/patches/istio-sidecar-injection.yaml
+++ b/manifests/v1beta1/installs/katib-with-kubeflow/patches/istio-sidecar-injection.yaml
@ -6,5 +6,5 @@ metadata:
 spec:
  template:
    metadata:
-      annotations:
+      labels:
        sidecar.istio.io/inject: "true"
--- a/manifests/v1beta1/installs/katib-with-kubeflow/ui-virtual-service.yaml
+++ b/manifests/v1beta1/installs/katib-with-kubeflow/ui-virtual-service.yaml
@ -16,6 +16,6 @@ spec:
        uri: /katib/
      route:
        - destination:
-            host: katib-ui.$(KATIB_UI_NAMESPACE).svc.cluster.local
+            host: katib-ui.KATIB_UI_NAMESPACE_PLACEHOLDER.svc.cluster.local
            port:
              number: 80
--- a/pkg/controller.v1beta1/consts/const.go
+++ b/pkg/controller.v1beta1/consts/const.go
@ -119,11 +119,11 @@ const (
 	// JobKindJob is the kind of the Kubernetes Job.
 	JobKindJob = "Job"

-	// AnnotationIstioSidecarInjectName is the annotation of Istio Sidecar
-	AnnotationIstioSidecarInjectName = "sidecar.istio.io/inject"
+	// LabelIstioSidecarInjectName is the label of Istio Sidecar
+	LabelIstioSidecarInjectName = "sidecar.istio.io/inject"

-	// AnnotationIstioSidecarInjectValue is the value of Istio Sidecar annotation
-	AnnotationIstioSidecarInjectValue = "false"
+	// LabelIstioSidecarInjectValue is the value of Istio Sidecar label
+	LabelIstioSidecarInjectValue = "false"

 	// LabelTrialTemplateConfigMapName is the label name for the Trial templates configMap
 	LabelTrialTemplateConfigMapName = "katib.kubeflow.org/component"
--- a/pkg/controller.v1beta1/experiment/experiment_controller_test.go
+++ b/pkg/controller.v1beta1/experiment/experiment_controller_test.go
@ -483,7 +483,7 @@ func newFakeInstance() *experimentsv1beta1.Experiment {
 					Containers: []corev1.Container{
 						{
 							Name:  primaryContainer,
-							Image: "docker.io/kubeflowkatib/pytorch-mnist-cpu",
+							Image: "ghcr.io/kubeflow/katib/pytorch-mnist-cpu",
 							Command: []string{
 								"python3",
 								"/opt/pytorch-mnist/mnist.py",
@ -619,7 +619,7 @@ func newFakeBatchJob() *batchv1.Job {
 					Containers: []corev1.Container{
 						{
 							Name:  primaryContainer,
-							Image: "docker.io/kubeflowkatib/pytorch-mnist-cpu",
+							Image: "ghcr.io/kubeflow/katib/pytorch-mnist-cpu",
 							Command: []string{
 								"python3",
 								"/opt/pytorch-mnist/mnist.py",
--- a/pkg/controller.v1beta1/experiment/manifest/generator_test.go
+++ b/pkg/controller.v1beta1/experiment/manifest/generator_test.go
@ -61,7 +61,7 @@ func TestGetRunSpecWithHP(t *testing.T) {
 					Containers: []v1.Container{
 						{
 							Name:  "training-container",
-							Image: "docker.io/kubeflowkatib/pytorch-mnist-cpu",
+							Image: "ghcr.io/kubeflow/katib/pytorch-mnist-cpu",
 							Command: []string{
 								"python3",
 								"/opt/pytorch-mnist/mnist.py",
@ -170,7 +170,7 @@ spec:
    spec:
      containers:
        - name: training-container
-          image: docker.io/kubeflowkatib/pytorch-mnist-cpu
+          image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu
          command:
            - "python3"
            - "/opt/pytorch-mnist/mnist.py"
@ -186,7 +186,7 @@ spec:
    spec:
      containers:
        - name: training-container
-          image: docker.io/kubeflowkatib/pytorch-mnist-cpu
+          image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu
          command:
            - python3
            - /opt/pytorch-mnist/mnist.py
@ -207,7 +207,7 @@ spec:
    spec:
      containers:
        - name: training-container
-          image: docker.io/kubeflowkatib/pytorch-mnist-cpu
+          image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu
          command:
            - "python3"
            - "/opt/pytorch-mnist/mnist.py"
@ -337,7 +337,7 @@ func newFakeInstance() *experimentsv1beta1.Experiment {
 					Containers: []v1.Container{
 						{
 							Name:  "training-container",
-							Image: "docker.io/kubeflowkatib/pytorch-mnist-cpu",
+							Image: "ghcr.io/kubeflow/katib/pytorch-mnist-cpu",
 							Command: []string{
 								"python3",
 								"/opt/pytorch-mnist/mnist.py",
--- a/pkg/controller.v1beta1/suggestion/composer/composer.go
+++ b/pkg/controller.v1beta1/suggestion/composer/composer.go
@ -104,7 +104,7 @@ func (g *General) DesiredDeployment(s *suggestionsv1beta1.Suggestion) (*appsv1.D
 			Template: corev1.PodTemplateSpec{
 				ObjectMeta: metav1.ObjectMeta{
 					Labels:      util.SuggestionLabels(s),
-					Annotations: util.SuggestionAnnotations(s),
+					Annotations: s.Annotations,
 				},
 				Spec: corev1.PodSpec{
 					Containers: g.desiredContainers(s, suggestionConfigData, earlyStoppingConfigData),
--- a/pkg/controller.v1beta1/suggestion/composer/composer_test.go
+++ b/pkg/controller.v1beta1/suggestion/composer/composer_test.go
@ -72,15 +72,15 @@ var (
 	}

 	deploymentLabels = map[string]string{
-		"custom-label":             "test",
-		consts.LabelDeploymentName: suggestionName + "-" + suggestionAlgorithm,
-		consts.LabelExperimentName: suggestionName,
-		consts.LabelSuggestionName: suggestionName,
+		"custom-label":                     "test",
+		consts.LabelDeploymentName:         suggestionName + "-" + suggestionAlgorithm,
+		consts.LabelExperimentName:         suggestionName,
+		consts.LabelSuggestionName:         suggestionName,
+		consts.LabelIstioSidecarInjectName: consts.LabelIstioSidecarInjectValue,
 	}

 	podAnnotations = map[string]string{
-		"custom-annotation":       "test",
-		"sidecar.istio.io/inject": "false",
+		"custom-annotation": "test",
 	}

 	namespace       = "kubeflow"
--- a/pkg/controller.v1beta1/trial/trial_controller_test.go
+++ b/pkg/controller.v1beta1/trial/trial_controller_test.go
@ -440,7 +440,7 @@ func newFakeTrialBatchJob(mcType commonv1beta1.CollectorKind, trialName string)
 					Containers: []corev1.Container{
 						{
 							Name:  primaryContainer,
-							Image: "docker.io/kubeflowkatib/pytorch-mnist-cpu",
+							Image: "ghcr.io/kubeflow/katib/pytorch-mnist-cpu",
 							Command: []string{
 								"python3",
 								"/opt/pytorch-mnist/mnist.py",
--- a/pkg/controller.v1beta1/util/annotations.go
+++ b/pkg/controller.v1beta1/util/annotations.go
@ -1,40 +0,0 @@
-/*
-Copyright 2022 The Kubeflow Authors.
-
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
-
-    http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-*/
-
-package util
-
-import (
-	suggestionsv1beta1 "github.com/kubeflow/katib/pkg/apis/controller/suggestions/v1beta1"
-	"github.com/kubeflow/katib/pkg/controller.v1beta1/consts"
-)
-
-// SuggestionAnnotations returns the expected suggestion annotations.
-func SuggestionAnnotations(instance *suggestionsv1beta1.Suggestion) map[string]string {
-	return appendAnnotation(
-		instance.Annotations,
-		consts.AnnotationIstioSidecarInjectName,
-		consts.AnnotationIstioSidecarInjectValue)
-}
-
-func appendAnnotation(annotations map[string]string, newAnnotationName string, newAnnotationValue string) map[string]string {
-	res := make(map[string]string)
-	for k, v := range annotations {
-		res[k] = v
-	}
-	res[newAnnotationName] = newAnnotationValue
-
-	return res
-}
--- a/pkg/controller.v1beta1/util/labels.go
+++ b/pkg/controller.v1beta1/util/labels.go
@ -22,6 +22,7 @@ import (
 	"github.com/kubeflow/katib/pkg/controller.v1beta1/consts"
 )

+// SuggestionLabels returns the expected suggestion labels.
 // SuggestionLabels returns the expected suggestion labels.
 func SuggestionLabels(instance *suggestionsv1beta1.Suggestion) map[string]string {
 	res := make(map[string]string)
@ -31,7 +32,7 @@ func SuggestionLabels(instance *suggestionsv1beta1.Suggestion) map[string]string
 	res[consts.LabelDeploymentName] = GetSuggestionDeploymentName(instance)
 	res[consts.LabelExperimentName] = instance.Name
 	res[consts.LabelSuggestionName] = instance.Name
-
+	res[consts.LabelIstioSidecarInjectName] = consts.LabelIstioSidecarInjectValue
 	return res
 }

@ -45,3 +46,13 @@ func TrialLabels(instance *experimentsv1beta1.Experiment) map[string]string {

 	return res
 }
+
+// AppendIstioSidecarLabel adds the Istio sidecar injection label to a labels map
+func AppendIstioSidecarLabel(labels map[string]string) map[string]string {
+	res := make(map[string]string)
+	for k, v := range labels {
+		res[k] = v
+	}
+	res[consts.LabelIstioSidecarInjectName] = consts.LabelIstioSidecarInjectValue
+	return res
+}
--- a/pkg/metricscollector/v1beta1/tfevent-metricscollector/tfevent_loader.py
+++ b/pkg/metricscollector/v1beta1/tfevent-metricscollector/tfevent_loader.py
@ -30,11 +30,23 @@ import api_pb2
 import rfc3339
 import tensorflow as tf
 from tensorboard.backend.event_processing.event_accumulator import EventAccumulator
-from tensorboard.backend.event_processing.tag_types import TENSORS
+from tensorboard.backend.event_processing.tag_types import SCALARS, TENSORS

 from pkg.metricscollector.v1beta1.common import const


+def _should_consider(tag: str, metric_name: str, tfefile: str) -> bool:
+    tfefile_parent_dir = (
+        os.path.dirname(metric_name)
+        if len(metric_name.split("/")) >= 2
+        else os.path.dirname(tfefile)
+    )
+    basedir_name = os.path.dirname(tfefile)
+    return tag.startswith(metric_name.split("/")[-1]) and basedir_name.endswith(
+        tfefile_parent_dir
+    )
+
+
 class TFEventFileParser:
    def __init__(self, metric_names):
        self.metric_names = metric_names
@ -47,31 +59,36 @@ class TFEventFileParser:

    def parse_summary(self, tfefile):
        metric_logs = []
-        event_accumulator = EventAccumulator(tfefile, size_guidance={TENSORS: 0})
+        event_accumulator = EventAccumulator(
+            tfefile, size_guidance={SCALARS: 0, TENSORS: 0}
+        )
        event_accumulator.Reload()
-        for tag in event_accumulator.Tags()[TENSORS]:
+        tags = event_accumulator.Tags()
+        for tag in tags[TENSORS]:
            for m in self.metric_names:
-                tfefile_parent_dir = (
-                    os.path.dirname(m)
-                    if len(m.split("/")) >= 2
-                    else os.path.dirname(tfefile)
-                )
-                basedir_name = os.path.dirname(tfefile)
-                if not tag.startswith(m.split("/")[-1]) or not basedir_name.endswith(
-                    tfefile_parent_dir
-                ):
-                    continue
-
-                for tensor in event_accumulator.Tensors(tag):
-                    ml = api_pb2.MetricLog(
-                        time_stamp=rfc3339.rfc3339(
-                            datetime.fromtimestamp(tensor.wall_time)
-                        ),
-                        metric=api_pb2.Metric(
-                            name=m, value=str(tf.make_ndarray(tensor.tensor_proto))
-                        ),
-                    )
-                    metric_logs.append(ml)
+                if _should_consider(tag, m, tfefile):
+                    for tensor in event_accumulator.Tensors(tag):
+                        ml = api_pb2.MetricLog(
+                            time_stamp=rfc3339.rfc3339(
+                                datetime.fromtimestamp(tensor.wall_time)
+                            ),
+                            metric=api_pb2.Metric(
+                                name=m, value=str(tf.make_ndarray(tensor.tensor_proto))
+                            ),
+                        )
+                        metric_logs.append(ml)
+        # support old-style tensorboard metrics too
+        for tag in tags[SCALARS]:
+            for m in self.metric_names:
+                if _should_consider(tag, m, tfefile):
+                    for scalar in event_accumulator.Scalars(tag):
+                        ml = api_pb2.MetricLog(
+                            time_stamp=rfc3339.rfc3339(
+                                datetime.fromtimestamp(scalar.wall_time)
+                            ),
+                            metric=api_pb2.Metric(name=m, value=str(scalar.value)),
+                        )
+                        metric_logs.append(ml)

        return metric_logs

--- a/pkg/ui/v1beta1/frontend/cypress/fixtures/trial-template.json
+++ b/pkg/ui/v1beta1/frontend/cypress/fixtures/trial-template.json
@ -8,15 +8,15 @@
          "Templates": [
            {
              "Path": "defaultTrialTemplate.yaml",
-              "Yaml": "apiVersion: batch/v1\nkind: Job\nspec:\n  template:\n    spec:\n      containers:\n        - name: training-container\n          image: docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727\n          command:\n            - \"python3\"\n            - \"/opt/pytorch-mnist/mnist.py\"\n            - \"--epochs=1\"\n            - \"--lr=${trialParameters.learningRate}\"\n            - \"--momentum=${trialParameters.momentum}\"\n      restartPolicy: Never"
+              "Yaml": "apiVersion: batch/v1\nkind: Job\nspec:\n  template:\n    spec:\n      containers:\n        - name: training-container\n          image: ghcr.io/kubeflow/katib/pytorch-mnist:v1beta1-45c5727\n          command:\n            - \"python3\"\n            - \"/opt/pytorch-mnist/mnist.py\"\n            - \"--epochs=1\"\n            - \"--lr=${trialParameters.learningRate}\"\n            - \"--momentum=${trialParameters.momentum}\"\n      restartPolicy: Never"
            },
            {
              "Path": "enasCPUTemplate",
-              "Yaml": "apiVersion: batch/v1\nkind: Job\nspec:\n  template:\n    spec:\n      containers:\n        - name: training-container\n          image: docker.io/kubeflowkatib/enas-cnn-cifar10-cpu:v1beta1-45c5727\n          command:\n            - python3\n            - -u\n            - RunTrial.py\n            - --num_epochs=1\n            - \"--architecture=\\\"${trialParameters.neuralNetworkArchitecture}\\\"\"\n            - \"--nn_config=\\\"${trialParameters.neuralNetworkConfig}\\\"\"\n      restartPolicy: Never"
+              "Yaml": "apiVersion: batch/v1\nkind: Job\nspec:\n  template:\n    spec:\n      containers:\n        - name: training-container\n          image: ghcr.io/kubeflow/katib/enas-cnn-cifar10-cpu:v1beta1-45c5727\n          command:\n            - python3\n            - -u\n            - RunTrial.py\n            - --num_epochs=1\n            - \"--architecture=\\\"${trialParameters.neuralNetworkArchitecture}\\\"\"\n            - \"--nn_config=\\\"${trialParameters.neuralNetworkConfig}\\\"\"\n      restartPolicy: Never"
            },
            {
              "Path": "pytorchJobTemplate",
-              "Yaml": "apiVersion: \"kubeflow.org/v1\"\nkind: PyTorchJob\nspec:\n  pytorchReplicaSpecs:\n    Master:\n      replicas: 1\n      restartPolicy: OnFailure\n      template:\n        spec:\n          containers:\n            - name: pytorch\n              image: docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727\n              imagePullPolicy: Always\n              command:\n                - \"python3\"\n                - \"/opt/pytorch-mnist/mnist.py\"\n                - \"--epochs=1\"\n                - \"--lr=${trialParameters.learningRate}\"\n                - \"--momentum=${trialParameters.momentum}\"\n    Worker:\n      replicas: 2\n      restartPolicy: OnFailure\n      template:\n        spec:\n          containers:\n            - name: pytorch\n              image: docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727\n              imagePullPolicy: Always\n              command:\n                - \"python3\"\n                - \"/opt/pytorch-mnist/mnist.py\"\n                - \"--epochs=1\"\n                - \"--lr=${trialParameters.learningRate}\"\n                - \"--momentum=${trialParameters.momentum}\""
+              "Yaml": "apiVersion: \"kubeflow.org/v1\"\nkind: PyTorchJob\nspec:\n  pytorchReplicaSpecs:\n    Master:\n      replicas: 1\n      restartPolicy: OnFailure\n      template:\n        spec:\n          containers:\n            - name: pytorch\n              image: ghcr.io/kubeflow/katib/pytorch-mnist:v1beta1-45c5727\n              imagePullPolicy: Always\n              command:\n                - \"python3\"\n                - \"/opt/pytorch-mnist/mnist.py\"\n                - \"--epochs=1\"\n                - \"--lr=${trialParameters.learningRate}\"\n                - \"--momentum=${trialParameters.momentum}\"\n    Worker:\n      replicas: 2\n      restartPolicy: OnFailure\n      template:\n        spec:\n          containers:\n            - name: pytorch\n              image: ghcr.io/kubeflow/katib/pytorch-mnist:v1beta1-45c5727\n              imagePullPolicy: Always\n              command:\n                - \"python3\"\n                - \"/opt/pytorch-mnist/mnist.py\"\n                - \"--epochs=1\"\n                - \"--lr=${trialParameters.learningRate}\"\n                - \"--momentum=${trialParameters.momentum}\""
            }
          ]
        }
--- a/pkg/ui/v1beta1/frontend/package-lock.json
+++ b/pkg/ui/v1beta1/frontend/package-lock.json
@ -786,11 +786,13 @@
      "dev": true
    },
    "node_modules/@babel/code-frame": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.24.7.tgz",
-      "integrity": "sha512-BcYH1CVJBO9tvyIZ2jVeXgSIMvGZ2FDRvDdOIVQyuklNKSsx+eppDEBq/g47Ayw+RqNFE+URvOShmf+f/qwAlA==",
+      "version": "7.26.2",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.26.2.tgz",
+      "integrity": "sha512-RJlIHRueQgwWitWgF8OdFYGZX328Ax5BCemNGlqHfplnRT9ESi8JkFlvaVYbS+UubVY6dpv87Fs2u5M29iNFVQ==",
+      "license": "MIT",
      "dependencies": {
-        "@babel/highlight": "^7.24.7",
+        "@babel/helper-validator-identifier": "^7.25.9",
+        "js-tokens": "^4.0.0",
        "picocolors": "^1.0.0"
      },
      "engines": {
@ -1169,17 +1171,19 @@
      }
    },
    "node_modules/@babel/helper-string-parser": {
-      "version": "7.24.8",
-      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.24.8.tgz",
-      "integrity": "sha512-pO9KhhRcuUyGnJWwyEgnRJTSIZHiT+vMD0kPeD+so0l7mxkMT19g3pjY9GTnHySck/hDzq+dtW/4VgnMkippsQ==",
+      "version": "7.25.9",
+      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.25.9.tgz",
+      "integrity": "sha512-4A/SCr/2KLd5jrtOMFzaKjVtAei3+2r/NChoBNoZ3EyP/+GlhoaEGoWOZUmFmoITP7zOJyHIMm+DYRd8o3PvHA==",
+      "license": "MIT",
      "engines": {
        "node": ">=6.9.0"
      }
    },
    "node_modules/@babel/helper-validator-identifier": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.24.7.tgz",
-      "integrity": "sha512-rR+PBcQ1SMQDDyF6X0wxtG8QyLCgUB0eRAGguqRLfkCA87l7yAP7ehq8SNj96OOGTO8OBV70KhuFYcIkHXOg0w==",
+      "version": "7.25.9",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.25.9.tgz",
+      "integrity": "sha512-Ed61U6XJc3CVRfkERJWDz4dJwKe7iLmmJsbOGu9wSloNSFttHV0I8g6UAgb7qnK5ly5bGLPd4oXZlxCdANBOWQ==",
+      "license": "MIT",
      "engines": {
        "node": ">=6.9.0"
      }
@ -1221,25 +1225,27 @@
      }
    },
    "node_modules/@babel/helpers": {
-      "version": "7.25.0",
-      "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.25.0.tgz",
-      "integrity": "sha512-MjgLZ42aCm0oGjJj8CtSM3DB8NOOf8h2l7DCTePJs29u+v7yO/RBX9nShlKMgFnRks/Q4tBAe7Hxnov9VkGwLw==",
+      "version": "7.26.10",
+      "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.26.10.tgz",
+      "integrity": "sha512-UPYc3SauzZ3JGgj87GgZ89JVdC5dj0AoetR5Bw6wj4niittNyFh6+eOGonYvJ1ao6B8lEa3Q3klS7ADZ53bc5g==",
+      "license": "MIT",
      "dependencies": {
-        "@babel/template": "^7.25.0",
-        "@babel/types": "^7.25.0"
+        "@babel/template": "^7.26.9",
+        "@babel/types": "^7.26.10"
      },
      "engines": {
        "node": ">=6.9.0"
      }
    },
    "node_modules/@babel/helpers/node_modules/@babel/template": {
-      "version": "7.25.0",
-      "resolved": "https://registry.npmjs.org/@babel/template/-/template-7.25.0.tgz",
-      "integrity": "sha512-aOOgh1/5XzKvg1jvVz7AVrx2piJ2XBi227DHmbY6y+bM9H2FlN+IfecYu4Xl0cNiiVejlsCri89LUsbj8vJD9Q==",
+      "version": "7.26.9",
+      "resolved": "https://registry.npmjs.org/@babel/template/-/template-7.26.9.tgz",
+      "integrity": "sha512-qyRplbeIpNZhmzOysF/wFMuP9sctmh2cFzRAZOn1YapxBsE1i9bJIY586R/WBLfLcmcBlM8ROBiQURnnNy+zfA==",
+      "license": "MIT",
      "dependencies": {
-        "@babel/code-frame": "^7.24.7",
-        "@babel/parser": "^7.25.0",
-        "@babel/types": "^7.25.0"
+        "@babel/code-frame": "^7.26.2",
+        "@babel/parser": "^7.26.9",
+        "@babel/types": "^7.26.9"
      },
      "engines": {
        "node": ">=6.9.0"
@ -1249,6 +1255,7 @@
      "version": "7.24.7",
      "resolved": "https://registry.npmjs.org/@babel/highlight/-/highlight-7.24.7.tgz",
      "integrity": "sha512-EStJpq4OuY8xYfhGVXngigBJRWxftKX9ksiGDnmlY3o7B/V7KIAc9X4oiK87uPJSc/vs5L869bem5fhZa8caZw==",
+      "dev": true,
      "dependencies": {
        "@babel/helper-validator-identifier": "^7.24.7",
        "chalk": "^2.4.2",
@ -1260,9 +1267,13 @@
      }
    },
    "node_modules/@babel/parser": {
-      "version": "7.25.0",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.25.0.tgz",
-      "integrity": "sha512-CzdIU9jdP0dg7HdyB+bHvDJGagUv+qtzZt5rYCWwW6tITNqV9odjp6Qu41gkG0ca5UfdDUWrKkiAnHHdGRnOrA==",
+      "version": "7.26.10",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.26.10.tgz",
+      "integrity": "sha512-6aQR2zGE/QFi8JpDLjUZEPYOs7+mhKXm86VaKFiLP35JQwQb6bwUE+XbvkH0EptsYhbNBSUGaUBLKqxH1xSgsA==",
+      "license": "MIT",
+      "dependencies": {
+        "@babel/types": "^7.26.10"
+      },
      "bin": {
        "parser": "bin/babel-parser.js"
      },
@ -2538,13 +2549,13 @@
      }
    },
    "node_modules/@babel/types": {
-      "version": "7.25.0",
-      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.25.0.tgz",
-      "integrity": "sha512-LcnxQSsd9aXOIgmmSpvZ/1yo46ra2ESYyqLcryaBZOghxy5qqOBjvCWP5JfkI8yl9rlxRgdLTTMCQQRcN2hdCg==",
+      "version": "7.26.10",
+      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.26.10.tgz",
+      "integrity": "sha512-emqcG3vHrpxUKTrxcblR36dcrcoRDvKmnL/dCL6ZsHaShW80qxCAcNhzQZrpeM765VzEos+xOi4s+r4IXzTwdQ==",
+      "license": "MIT",
      "dependencies": {
-        "@babel/helper-string-parser": "^7.24.8",
-        "@babel/helper-validator-identifier": "^7.24.7",
-        "to-fast-properties": "^2.0.0"
+        "@babel/helper-string-parser": "^7.25.9",
+        "@babel/helper-validator-identifier": "^7.25.9"
      },
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-            "@babel/code-frame": "^7.24.7",
-            "@babel/parser": "^7.25.0",
-            "@babel/types": "^7.25.0"
+            "@babel/code-frame": "^7.26.2",
+            "@babel/parser": "^7.26.9",
+            "@babel/types": "^7.26.9"
          }
        }
      }
@ -18556,6 +18581,7 @@
      "version": "7.24.7",
      "resolved": "https://registry.npmjs.org/@babel/highlight/-/highlight-7.24.7.tgz",
      "integrity": "sha512-EStJpq4OuY8xYfhGVXngigBJRWxftKX9ksiGDnmlY3o7B/V7KIAc9X4oiK87uPJSc/vs5L869bem5fhZa8caZw==",
+      "dev": true,
      "requires": {
        "@babel/helper-validator-identifier": "^7.24.7",
        "chalk": "^2.4.2",
@ -18564,9 +18590,12 @@
      }
    },
    "@babel/parser": {
-      "version": "7.25.0",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.25.0.tgz",
-      "integrity": "sha512-CzdIU9jdP0dg7HdyB+bHvDJGagUv+qtzZt5rYCWwW6tITNqV9odjp6Qu41gkG0ca5UfdDUWrKkiAnHHdGRnOrA=="
+      "version": "7.26.10",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.26.10.tgz",
+      "integrity": "sha512-6aQR2zGE/QFi8JpDLjUZEPYOs7+mhKXm86VaKFiLP35JQwQb6bwUE+XbvkH0EptsYhbNBSUGaUBLKqxH1xSgsA==",
+      "requires": {
+        "@babel/types": "^7.26.10"
+      }
    },
    "@babel/plugin-bugfix-safari-id-destructuring-collision-in-function-expression": {
      "version": "7.25.0",
@ -19429,13 +19458,12 @@
      }
    },
    "@babel/types": {
-      "version": "7.25.0",
-      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.25.0.tgz",
-      "integrity": "sha512-LcnxQSsd9aXOIgmmSpvZ/1yo46ra2ESYyqLcryaBZOghxy5qqOBjvCWP5JfkI8yl9rlxRgdLTTMCQQRcN2hdCg==",
+      "version": "7.26.10",
+      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.26.10.tgz",
+      "integrity": "sha512-emqcG3vHrpxUKTrxcblR36dcrcoRDvKmnL/dCL6ZsHaShW80qxCAcNhzQZrpeM765VzEos+xOi4s+r4IXzTwdQ==",
      "requires": {
-        "@babel/helper-string-parser": "^7.24.8",
-        "@babel/helper-validator-identifier": "^7.24.7",
-        "to-fast-properties": "^2.0.0"
+        "@babel/helper-string-parser": "^7.25.9",
+        "@babel/helper-validator-identifier": "^7.25.9"
      }
    },
    "@colors/colors": {
@ -19740,9 +19768,9 @@
          }
        },
        "brace-expansion": {
-          "version": "1.1.11",
-          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-          "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+          "version": "1.1.12",
+          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+          "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
          "dev": true,
          "requires": {
            "balanced-match": "^1.0.0",
@ -19873,9 +19901,9 @@
      },
      "dependencies": {
        "brace-expansion": {
-          "version": "1.1.11",
-          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-          "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+          "version": "1.1.12",
+          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+          "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
          "dev": true,
          "requires": {
            "balanced-match": "^1.0.0",
@ -21210,6 +21238,7 @@
      "version": "3.2.1",
      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-3.2.1.tgz",
      "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==",
+      "dev": true,
      "requires": {
        "color-convert": "^1.9.0"
      }
@ -21374,9 +21403,9 @@
      "dev": true
    },
    "axios": {
-      "version": "1.7.9",
-      "resolved": "https://registry.npmjs.org/axios/-/axios-1.7.9.tgz",
-      "integrity": "sha512-LhLcE7Hbiryz8oMDdDptSrWowmB4Bl6RCt6sIJKpRB4XtVf0iEgewX3au/pJqm+Py1kCASkb/FFKjxQaLtxJvw==",
+      "version": "1.8.3",
+      "resolved": "https://registry.npmjs.org/axios/-/axios-1.8.3.tgz",
+      "integrity": "sha512-iP4DebzoNlP/YN2dpwCgb8zoCmhtkajzS48JvwmkSkXvPI3DHc7m+XYL5tGnSlJtR6nImXZmdCuN5aP8dh1d8A==",
      "dev": true,
      "requires": {
        "follow-redirects": "^1.15.6",
@ -21617,9 +21646,9 @@
      "dev": true
    },
    "brace-expansion": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.1.tgz",
-      "integrity": "sha512-XnAIvQ8eM+kC6aULx6wuQiwVsnzsi9d3WxzV3FpWTGA19F621kwdbsAcFKXgKUHZWsy+mY6iL1sHTxWEFCytDA==",
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.2.tgz",
+      "integrity": "sha512-Jt0vHyM+jmUBqojB7E1NIYadt0vI0Qxjxd2TErW94wDz+E2LAm5vKMXXwg6ZZBTHPuUlDgQHKXvjGBdfcF1ZDQ==",
      "requires": {
        "balanced-match": "^1.0.0"
      }
@ -21820,6 +21849,7 @@
      "version": "2.4.2",
      "resolved": "https://registry.npmjs.org/chalk/-/chalk-2.4.2.tgz",
      "integrity": "sha512-Mti+f9lpJNcwF4tWV8/OrTTtF1gZi+f8FqlyAdouralcFWFQWF2+NgCHShjkCb+IFBLq9buZwE1xckQU4peSuQ==",
+      "dev": true,
      "requires": {
        "ansi-styles": "^3.2.1",
        "escape-string-regexp": "^1.0.5",
@ -22048,6 +22078,7 @@
      "version": "1.9.3",
      "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-1.9.3.tgz",
      "integrity": "sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==",
+      "dev": true,
      "requires": {
        "color-name": "1.1.3"
      }
@ -22055,7 +22086,8 @@
    "color-name": {
      "version": "1.1.3",
      "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.3.tgz",
-      "integrity": "sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw=="
+      "integrity": "sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw==",
+      "dev": true
    },
    "color-support": {
      "version": "1.1.3",
@ -23552,7 +23584,8 @@
    "escape-string-regexp": {
      "version": "1.0.5",
      "resolved": "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz",
-      "integrity": "sha512-vbRorB5FUQWvla16U8R/qgaFIya2qGzwDrNmCZuYKrbdSUMG6I1ZCGQRefkRVhuOkIGVne7BQ35DSfo1qvJqFg=="
+      "integrity": "sha512-vbRorB5FUQWvla16U8R/qgaFIya2qGzwDrNmCZuYKrbdSUMG6I1ZCGQRefkRVhuOkIGVne7BQ35DSfo1qvJqFg==",
+      "dev": true
    },
    "eslint": {
      "version": "7.32.0",
@ -23642,9 +23675,9 @@
          }
        },
        "brace-expansion": {
-          "version": "1.1.11",
-          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-          "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+          "version": "1.1.12",
+          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+          "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
          "dev": true,
          "requires": {
            "balanced-match": "^1.0.0",
@ -24589,7 +24622,8 @@
    "has-flag": {
      "version": "3.0.0",
      "resolved": "https://registry.npmjs.org/has-flag/-/has-flag-3.0.0.tgz",
-      "integrity": "sha512-sKJf1+ceQBr4SMkvQnBDNDtf4TXpVhVGateu0t918bl30FnbE2m4vNLX+VWe/dpjlb+HugGYzW7uQXH98HPEYw=="
+      "integrity": "sha512-sKJf1+ceQBr4SMkvQnBDNDtf4TXpVhVGateu0t918bl30FnbE2m4vNLX+VWe/dpjlb+HugGYzW7uQXH98HPEYw==",
+      "dev": true
    },
    "has-property-descriptors": {
      "version": "1.0.2",
@ -25459,9 +25493,9 @@
      },
      "dependencies": {
        "brace-expansion": {
-          "version": "1.1.11",
-          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-          "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+          "version": "1.1.12",
+          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+          "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
          "dev": true,
          "requires": {
            "balanced-match": "^1.0.0",
@ -25749,9 +25783,9 @@
      },
      "dependencies": {
        "brace-expansion": {
-          "version": "1.1.11",
-          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-          "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+          "version": "1.1.12",
+          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+          "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
          "dev": true,
          "requires": {
            "balanced-match": "^1.0.0",
@ -25853,9 +25887,9 @@
      },
      "dependencies": {
        "brace-expansion": {
-          "version": "1.1.11",
-          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-          "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+          "version": "1.1.12",
+          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+          "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
          "dev": true,
          "requires": {
            "balanced-match": "^1.0.0",
@ -26787,9 +26821,9 @@
      },
      "dependencies": {
        "brace-expansion": {
-          "version": "1.1.11",
-          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-          "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+          "version": "1.1.12",
+          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+          "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
          "dev": true,
          "requires": {
            "balanced-match": "^1.0.0",
@ -28465,9 +28499,9 @@
      },
      "dependencies": {
        "brace-expansion": {
-          "version": "1.1.11",
-          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-          "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+          "version": "1.1.12",
+          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+          "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
          "dev": true,
          "requires": {
            "balanced-match": "^1.0.0",
@ -28886,9 +28920,9 @@
      },
      "dependencies": {
        "brace-expansion": {
-          "version": "1.1.11",
-          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-          "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+          "version": "1.1.12",
+          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+          "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
          "dev": true,
          "requires": {
            "balanced-match": "^1.0.0",
@ -29349,9 +29383,9 @@
      },
      "dependencies": {
        "brace-expansion": {
-          "version": "1.1.11",
-          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-          "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+          "version": "1.1.12",
+          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+          "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
          "dev": true,
          "requires": {
            "balanced-match": "^1.0.0",
@ -29404,6 +29438,7 @@
      "version": "5.5.0",
      "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-5.5.0.tgz",
      "integrity": "sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==",
+      "dev": true,
      "requires": {
        "has-flag": "^3.0.0"
      }
@ -29617,9 +29652,9 @@
      },
      "dependencies": {
        "brace-expansion": {
-          "version": "1.1.11",
-          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-          "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+          "version": "1.1.12",
+          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+          "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
          "dev": true,
          "requires": {
            "balanced-match": "^1.0.0",
@ -29693,11 +29728,6 @@
        "tmp": "^0.2.0"
      }
    },
-    "to-fast-properties": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/to-fast-properties/-/to-fast-properties-2.0.0.tgz",
-      "integrity": "sha512-/OaKK0xYrs3DmxRYqL/yDc+FxFUVYhDlXMhRmv3z915w2HF1tnN1omB354j8VUGO/hbRzyD6Y3sA7v7GS/ceog=="
-    },
    "to-regex-range": {
      "version": "5.0.1",
      "resolved": "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz",
@ -29808,9 +29838,9 @@
          }
        },
        "brace-expansion": {
-          "version": "1.1.11",
-          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-          "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+          "version": "1.1.12",
+          "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+          "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
          "dev": true,
          "peer": true,
          "requires": {
--- a/pkg/util/v1beta1/katibconfig/config_test.go
+++ b/pkg/util/v1beta1/katibconfig/config_test.go
@ -407,7 +407,7 @@ init:
 runtime:
  suggestions:
  - algorithmName: random
-    image: docker.io/kubeflowkatib/suggestion-hyperopt:latest
+    image: ghcr.io/kubeflow/katib/suggestion-hyperopt:latest
 `), os.FileMode(0600)); err != nil {
 		t.Fatal(err)
 	}
--- a/pkg/webhook/v1beta1/experiment/validator/validator_test.go
+++ b/pkg/webhook/v1beta1/experiment/validator/validator_test.go
@ -1433,7 +1433,7 @@ func newFakeBatchJob() *batchv1.Job {
 					Containers: []v1.Container{
 						{
 							Name:  "training-container",
-							Image: "docker.io/kubeflowkatib/pytorch-mnist-cpu",
+							Image: "ghcr.io/kubeflow/katib/pytorch-mnist-cpu",
 							Command: []string{
 								"python3",
 								"--epochs=1",
--- a/scripts/v1beta1/release.sh
+++ b/scripts/v1beta1/release.sh
@ -68,7 +68,7 @@ fi

 # ------------------ Change image tag ------------------
 # Change Katib image tags to the new release tag.
-make update-images OLD_PREFIX="docker.io/kubeflowkatib/" NEW_PREFIX="docker.io/kubeflowkatib/" TAG="${TAG}"
+make update-images OLD_PREFIX="ghcr.io/kubeflow/katib/" NEW_PREFIX="ghcr.io/kubeflow/katib/" TAG="${TAG}"

 # ------------------ Publish Katib SDK ------------------
 # Remove first "v" for the SDK version.
--- a/scripts/v1beta1/update-images.sh
+++ b/scripts/v1beta1/update-images.sh
@ -28,8 +28,8 @@
 # 5. Katib Trial training containers
 #
 # Run ./scripts/v1beta1/update-images.sh <OLD_PREFIX> <NEW_PREFIX> <TAG> to execute it.
-# For example, to update images from: docker.io/kubeflowkatib/ to: docker.io/private/ registry with tag: v0.12.0, run:
-# ./scripts/v1beta1/update-images.sh docker.io/kubeflowkatib/ docker.io/private/ v0.12.0
+# For example, to update images from: ghcr.io/kubeflow/katib/ to: ghcr.io/private/ registry with tag: v0.12.0, run:
+# ./scripts/v1beta1/update-images.sh ghcr.io/kubeflow/katib/ ghcr.io/private/ v0.12.0

 set -o errexit
 set -o pipefail
@ -42,8 +42,8 @@ TAG=${3:-""}
 if [[ -z "$OLD_PREFIX" || -z "$NEW_PREFIX" || -z "$TAG" ]]; then
  echo "Image old prefix, new prefix, and tag must be set"
  echo -e "Usage: $0 <OLD_PREFIX> <NEW_PREFIX> <TAG>\n" 1>&2
-  echo "For example, to update images from: docker.io/kubeflowkatib/ to: docker.io/private/ registry with tag: v0.12.0, run:"
-  echo "$0 docker.io/kubeflowkatib/ docker.io/private/ v0.12.0"
+  echo "For example, to update images from: ghcr.io/kubeflow/katib/ to: ghcr.io/private/ registry with tag: v0.12.0, run:"
+  echo "$0 ghcr.io/kubeflow/katib/ ghcr.io/private/ v0.12.0"
  exit 1
 fi

--- a/sdk/python/v1beta1/kubeflow/katib/api/katib_client.py
+++ b/sdk/python/v1beta1/kubeflow/katib/api/katib_client.py
@ -692,8 +692,8 @@ class KatibClient(object):
                retain_trials,
                trial_parameters,
                resources_per_trial,
-                worker_pod_template_spec,
                master_pod_template_spec,
+                worker_pod_template_spec,
            )

        # Add parameters to the Katib Experiment.
--- a/sdk/python/v1beta1/kubeflow/katib/api/katib_client_test.py
+++ b/sdk/python/v1beta1/kubeflow/katib/api/katib_client_test.py
@ -95,12 +95,12 @@ def generate_trial_template() -> V1beta1TrialTemplate:
        "kind": "Job",
        "spec": {
            "template": {
-                "metadata": {"annotations": {"sidecar.istio.io/inject": "false"}},
+                "metadata": {"labels": {"sidecar.istio.io/inject": "false"}},
                "spec": {
                    "containers": [
                        {
                            "name": "training-container",
-                            "image": "docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.14.0",
+                            "image": "ghcr.io/kubeflow/katib/pytorch-mnist-cpu:v0.14.0",
                            "command": [
                                "python3",
                                "/opt/pytorch-mnist/mnist.py",
--- a/sdk/python/v1beta1/setup.py
+++ b/sdk/python/v1beta1/setup.py
@ -56,7 +56,7 @@ if os.path.exists(katib_grpc_svc_file):

 setuptools.setup(
    name="kubeflow-katib",
-    version="0.17.0",
+    version="0.18.0rc0",
    author="Kubeflow Authors",
    author_email="premnath.vel@gmail.com",
    license="Apache License Version 2.0",
--- a/test/e2e/v1beta1/scripts/aws/setup-katib.sh
+++ b/test/e2e/v1beta1/scripts/aws/setup-katib.sh
@ -32,7 +32,7 @@ kubectl version
 kubectl cluster-info

 # Update Katib images with the current PULL SHA.
-make update-images OLD_PREFIX="docker.io/kubeflowkatib/" NEW_PREFIX="${ECR_REGISTRY}/${REPO_NAME}/v1beta1/" TAG="${PULL_PULL_SHA}"
+make update-images OLD_PREFIX="ghcr.io/kubeflow/katib/" NEW_PREFIX="${ECR_REGISTRY}/${REPO_NAME}/v1beta1/" TAG="${PULL_PULL_SHA}"

 echo -e "\n The Katib will be deployed with the following configs"
 cat "manifests/v1beta1/installs/katib-standalone/kustomization.yaml"
--- a/test/e2e/v1beta1/scripts/gh-actions/build-load.sh
+++ b/test/e2e/v1beta1/scripts/gh-actions/build-load.sh
@ -30,7 +30,7 @@ TUNE_API=${2:-false}
 TRIAL_IMAGES=${3:-""}
 EXPERIMENTS=${4:-""}

-REGISTRY="docker.io/kubeflowkatib"
+REGISTRY="ghcr.io/kubeflow/katib"
 TAG="e2e-test"
 VERSION="v1beta1"
 CMD_PREFIX="cmd"
--- a/test/e2e/v1beta1/scripts/gh-actions/run-e2e-tune-api.py
+++ b/test/e2e/v1beta1/scripts/gh-actions/run-e2e-tune-api.py
@ -1,6 +1,8 @@
 import argparse
 import logging
+from pprint import pformat

+import kubeflow.katib as katib
 from kubeflow.katib import KatibClient, search
 from kubeflow.katib.types.types import TrainerResources
 from kubernetes import client
@ -12,7 +14,6 @@ EXPERIMENT_TIMEOUT = 60 * 40
 # The default logging config.
 logging.basicConfig(level=logging.INFO)

-
 def run_e2e_experiment_create_by_tune(
    katib_client: KatibClient,
    exp_name: str,
@ -53,9 +54,8 @@ def run_e2e_experiment_create_by_tune(
    verify_experiment_results(katib_client, experiment, exp_name, exp_namespace)

    # Print the Experiment and Suggestion.
-    logging.debug(katib_client.get_experiment(exp_name, exp_namespace))
-    logging.debug(katib_client.get_suggestion(exp_name, exp_namespace))
-
+    logging.debug("Experiment:\n%s", pformat(katib_client.get_experiment(exp_name, exp_namespace)))
+    logging.debug("Suggestion:\n%s", pformat(katib_client.get_suggestion(exp_name, exp_namespace)))

 def run_e2e_experiment_create_by_tune_pytorchjob(
    katib_client: KatibClient,
@ -115,9 +115,85 @@ def run_e2e_experiment_create_by_tune_pytorchjob(
    verify_experiment_results(katib_client, experiment, exp_name, exp_namespace)

    # Print the Experiment and Suggestion.
-    logging.debug(katib_client.get_experiment(exp_name, exp_namespace))
-    logging.debug(katib_client.get_suggestion(exp_name, exp_namespace))
+    logging.debug("Experiment:\n%s", pformat(katib_client.get_experiment(exp_name, exp_namespace)))
+    logging.debug("Suggestion:\n%s", pformat(katib_client.get_suggestion(exp_name, exp_namespace)))

+def run_e2e_experiment_create_by_tune_with_llm_optimization(
+    katib_client: KatibClient,
+    exp_name: str,
+    exp_namespace: str,
+):
+    import transformers
+    from kubeflow.storage_initializer.hugging_face import (
+        HuggingFaceDatasetParams,
+        HuggingFaceModelParams,
+        HuggingFaceTrainerParams,
+    )
+    from peft import LoraConfig
+
+    # Create Katib Experiment and wait until it is finished.
+    logging.debug("Creating Experiment: {}/{}".format(exp_namespace, exp_name))
+    
+    # Use the test case from fine-tuning API tutorial.
+    # https://www.kubeflow.org/docs/components/training/user-guides/fine-tuning/
+    # Create Katib Experiment.
+    # And Wait until Experiment reaches Succeeded condition.
+    katib_client.tune(
+        name=exp_name,
+        namespace=exp_namespace,
+        # BERT model URI and type of Transformer to train it.
+        model_provider_parameters=HuggingFaceModelParams(
+            model_uri="hf://google-bert/bert-base-cased",
+            transformer_type=transformers.AutoModelForSequenceClassification,
+            num_labels=5,
+        ),
+        # In order to save test time, use 8 samples from Yelp dataset.
+        dataset_provider_parameters=HuggingFaceDatasetParams(
+            repo_id="yelp_review_full",
+            split="train[:8]",
+        ),
+        # Specify HuggingFace Trainer parameters.
+        trainer_parameters=HuggingFaceTrainerParams(
+            training_parameters=transformers.TrainingArguments(
+                output_dir="test_tune_api",
+                save_strategy="no",
+                learning_rate = search.double(min=1e-05, max=5e-05),
+                num_train_epochs=1,
+            ),
+            # Set LoRA config to reduce number of trainable model parameters.
+            lora_config=LoraConfig(
+                r = search.int(min=8, max=32),
+                lora_alpha=8,
+                lora_dropout=0.1,
+                bias="none",
+            ),
+        ),
+        objective_metric_name = "train_loss", 
+        objective_type = "minimize", 
+        algorithm_name = "random",
+        max_trial_count = 1,
+        parallel_trial_count = 1,
+        resources_per_trial=katib.TrainerResources(
+            num_workers=1,
+            num_procs_per_worker=1,
+            resources_per_worker={"cpu": "2", "memory": "10G",},
+        ),
+        storage_config={
+            "size": "10Gi",
+            "access_modes": ["ReadWriteOnce"],
+        },
+        retain_trials=True,
+    )
+    experiment = katib_client.wait_for_experiment_condition(
+        exp_name, exp_namespace, timeout=EXPERIMENT_TIMEOUT
+    )
+
+    # Verify the Experiment results.
+    verify_experiment_results(katib_client, experiment, exp_name, exp_namespace)
+
+    # Print the Experiment and Suggestion.
+    logging.debug("Experiment:\n%s", pformat(katib_client.get_experiment(exp_name, exp_namespace)))
+    logging.debug("Suggestion:\n%s", pformat(katib_client.get_suggestion(exp_name, exp_namespace)))

 if __name__ == "__main__":
    parser = argparse.ArgumentParser()
@ -189,3 +265,19 @@ if __name__ == "__main__":
        logging.info("---------------------------------------------------------------")
        logging.info("---------------------------------------------------------------")
        katib_client.delete_experiment(exp_name, exp_namespace)
+
+    exp_name = "tune-example-llm-optimization"
+    exp_namespace = args.namespace
+    try:
+        run_e2e_experiment_create_by_tune_with_llm_optimization(katib_client, exp_name, exp_namespace)
+        logging.info("---------------------------------------------------------------")
+        logging.info(f"E2E is succeeded for Experiment created by tune: {exp_namespace}/{exp_name}")
+    except Exception as e:
+        logging.info("---------------------------------------------------------------")
+        logging.info(f"E2E is failed for Experiment created by tune: {exp_namespace}/{exp_name}")
+        raise e
+    finally:
+        # Delete the Experiment.
+        logging.info("---------------------------------------------------------------")
+        logging.info("---------------------------------------------------------------")
+        katib_client.delete_experiment(exp_name, exp_namespace)
--- a/test/e2e/v1beta1/scripts/gh-actions/setup-katib.sh
+++ b/test/e2e/v1beta1/scripts/gh-actions/setup-katib.sh
@ -30,7 +30,7 @@ TRAINING_OPERATOR_VERSION="v1.9.0"
 echo "Start to install Katib"

 # Update Katib images with `e2e-test`.
-cd ../../../../../ && make update-images OLD_PREFIX="docker.io/kubeflowkatib/" NEW_PREFIX="docker.io/kubeflowkatib/" TAG="$E2E_TEST_IMAGE_TAG" && cd -
+cd ../../../../../ && make update-images OLD_PREFIX="ghcr.io/kubeflow/katib/" NEW_PREFIX="ghcr.io/kubeflow/katib/" TAG="$E2E_TEST_IMAGE_TAG" && cd -

 # first declare the which kustomization file to use, by default use mysql.
 KUSTOMIZATION_FILE="../../../../../manifests/v1beta1/installs/katib-standalone/kustomization.yaml"
--- a/test/e2e/v1beta1/testdata/invalid-experiment.yaml
+++ b/test/e2e/v1beta1/testdata/invalid-experiment.yaml
@ -40,7 +40,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/test/e2e/v1beta1/testdata/valid-experiment.yaml
+++ b/test/e2e/v1beta1/testdata/valid-experiment.yaml
@ -40,7 +40,7 @@ spec:
          spec:
            containers:
              - name: training-container
-                image: docker.io/kubeflowkatib/pytorch-mnist-cpu:latest
+                image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
                command:
                  - "python3"
                  - "/opt/pytorch-mnist/mnist.py"
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Yuki Iwai	fe7a35dffa	tenzen-y steps down from Katib approver role (#2561 ) Signed-off-by: Yuki Iwai <yuki.iwai.tz@gmail.com>	2025-07-28 13:27:49 +00:00
dependabot[bot]	dd107108b5	Bump golang.org/x/crypto from 0.31.0 to 0.35.0 (#2543 ) Bumps [golang.org/x/crypto](https://github.com/golang/crypto) from 0.31.0 to 0.35.0. - [Commits](https://github.com/golang/crypto/compare/v0.31.0...v0.35.0) --- updated-dependencies: - dependency-name: golang.org/x/crypto dependency-version: 0.35.0 dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2025-07-16 20:08:39 +00:00
Yuki Iwai	8e887b8719	chore: Upgrade Go version to 1.23 (#2526 ) Signed-off-by: Yuki Iwai <yuki.iwai.tz@gmail.com>	2025-07-16 19:17:38 +00:00
Andrey Velichkevich	5d70808886	feat(docs): Guide to report security vulnerabilities (#2556 ) Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>	2025-07-15 16:29:38 +00:00
Andrey Velichkevich	ba2cf7d1ec	chore(docs): Add OpenSSF Badge (#2555 ) Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>	2025-07-13 22:06:21 +00:00
Hezhi (Helen) Xie	73b8c5c029	[GSoC] Add e2e test for `tune` api with LLM hyperparameter optimization (#2420 ) * add e2e test for tune api Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * upgrade training-operator sdk Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * specify the version of training operator sdk Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * fix num_labels error and update the version of training operator controller Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check the version of training operator Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * debug Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check import path of HuggingFaceModelParams Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * update the version of training operator sdk Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * update the name of experiment Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * add step of checking pod Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check the logs of pod Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * add check Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check reason for imagepullbackoff Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * revert timeout limit Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * fix format Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * extend timeout limit Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * update training operator sdk version Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check the logs of pod Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * rerun tests Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * update the function of getting logs Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * add the step of describing pod Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check disk space Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * change work directory Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * change work directory Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * increase timeout limit Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check the logs of controller and events Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * change work directory Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * change work directory Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * change work directory Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check the logs of kubelet Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check the logs of kubelet Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * increase cpu Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check the logs of training operator Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check the use of resources Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check the logs of container 'pytorch' and 'storage_initializer' Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * fix error of checking use of resources Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * add other checks to find the error reason Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * set 'storage_config' Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * reduce the number of tests Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * Check container runtime logs Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * set the driver of minikube as docker Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * set the driver of minikube to none Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check logs of pod Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * check memory usage Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * increase 'termination_grace_period_seconds' in podspec Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * fix annotations error Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * restart docker Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * delete restarting docker Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * use original docker data directory Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * update installation of Katib SDK with extra requires Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * test trainer image built with cpu Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * add action of free up disk space (including move docker data directory) Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * delete unnecessary checks and update the part of fetching pod description and logs Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * delete fetching pod logs Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * add blank line at the end of free-up-disk-space yaml file Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * update experiment name Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * update test function name to be consistent with experiment name Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * move import statements inside the function Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * apply pprint for the logging output Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * update experiment names Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * fix format Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * fix format Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * fix the sequence of arguments in 'trial_template' Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * test example in user guide Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * fix access token error Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * fix the error of setup Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * fix the error of setup Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * reverse back Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * fix format Signed-off-by: helenxie-bit <helenxiehz@gmail.com> * fix format Signed-off-by: helenxie-bit <helenxiehz@gmail.com> --------- Signed-off-by: helenxie-bit <helenxiehz@gmail.com>	2025-06-26 14:13:16 +00:00
dependabot[bot]	5cd9592335	Bump brace-expansion in /pkg/ui/v1beta1/frontend (#2551 ) Bumps and [brace-expansion](https://github.com/juliangruber/brace-expansion). These dependencies needed to be updated together. Updates `brace-expansion` from 2.0.1 to 2.0.2 - [Release notes](https://github.com/juliangruber/brace-expansion/releases) - [Commits](https://github.com/juliangruber/brace-expansion/compare/v2.0.1...v2.0.2) Updates `brace-expansion` from 1.1.11 to 2.0.2 - [Release notes](https://github.com/juliangruber/brace-expansion/releases) - [Commits](https://github.com/juliangruber/brace-expansion/compare/v2.0.1...v2.0.2) --- updated-dependencies: - dependency-name: brace-expansion dependency-version: 2.0.2 dependency-type: indirect - dependency-name: brace-expansion dependency-version: 2.0.2 dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2025-06-12 04:40:51 +00:00
Vikas Saxena	9421f2322b	New fixing kustomize5 warning (#2549 ) * ran kustomize edit fix for katib-cert-manager Signed-off-by: Vikas Saxena <Vikas.Saxena.2006@gmail.com> * ran kustomize edit fix for katib-external-db Signed-off-by: Vikas Saxena <Vikas.Saxena.2006@gmail.com> * fixed up comments Signed-off-by: Vikas Saxena <Vikas.Saxena.2006@gmail.com> * fixed build error with katib-cert-maanager Signed-off-by: Vikas Saxena <Vikas.Saxena.2006@gmail.com> * fixed up comments in katib-external-db Signed-off-by: Vikas Saxena <Vikas.Saxena.2006@gmail.com> * fixed warnings in katib-leader-election Signed-off-by: Vikas Saxena <Vikas.Saxena.2006@gmail.com> * fixed warnings in katib-openshift Signed-off-by: Vikas Saxena <Vikas.Saxena.2006@gmail.com> * fixed warnings in katib-standalone-postgres Signed-off-by: Vikas Saxena <Vikas.Saxena.2006@gmail.com> * fixed warnings in katib-with-kubeflow Signed-off-by: Vikas Saxena <Vikas.Saxena.2006@gmail.com> * fixed up comments Signed-off-by: Vikas Saxena <Vikas.Saxena.2006@gmail.com> * fixing diffs errors in the updated code Signed-off-by: Vikas Saxena <Vikas.Saxena.2006@gmail.com> --------- Signed-off-by: Vikas Saxena <Vikas.Saxena.2006@gmail.com>	2025-05-13 04:31:20 +00:00
Ayush Gupta	1ebd5e4453	Fix Istio sidecar injection by moving from annotations to labels (#2527 ) * Fix Istio sidecar injection by moving from annotations to labels Signed-off-by: madmecodes <ayushguptadev1@gmail.com> * Update Istio sidecar injection from annotations to labels across the codebase Replace annotations with labels for Istio sidecar injection according to Istio recommendations. Update conformance tests, examples, constants, composers, and utilities to use the new label-based approach consistently. Signed-off-by: madmecodes <ayushguptadev1@gmail.com> * fix: Update SuggestionLabels function and composer implementation for Istio label injection Signed-off-by: madmecodes <ayushguptadev1@gmail.com> * Fix linting issues in mpi-job-horovod.py Signed-off-by: madmecodes <ayushguptadev1@gmail.com> * update: function moved from annotations to labels Signed-off-by: madmecodes <ayushguptadev1@gmail.com> --------- Signed-off-by: madmecodes <ayushguptadev1@gmail.com>	2025-05-09 17:52:41 +00:00
Harshvir Potpose	c9513c633d	Fix PSS restricted warnings (#2528 ) * fix pss warnings Signed-off-by: Harshvir Potpose <hpotpose62@gmail.com> * fix mysql Signed-off-by: Harshvir Potpose <hpotpose62@gmail.com> --------- Signed-off-by: Harshvir Potpose <hpotpose62@gmail.com>	2025-04-29 16:33:02 +00:00
M!l!nd	dd4acfc2ce	feat: add `CITATION.cff` file (#2547 ) * feat: add `CITATION.cff` file Signed-off-by: milinddethe15 <milinddethe15@gmail.com> * Update CITATION.cff Co-authored-by: Shao Wang <2690692950@qq.com> Signed-off-by: M!l!nd <99114125+milinddethe15@users.noreply.github.com> --------- Signed-off-by: milinddethe15 <milinddethe15@gmail.com> Signed-off-by: M!l!nd <99114125+milinddethe15@users.noreply.github.com> Co-authored-by: Shao Wang <2690692950@qq.com>	2025-04-18 16:47:24 +00:00
dependabot[bot]	349b571541	Bump github.com/golang-jwt/jwt/v4 from 4.5.1 to 4.5.2 (#2533 ) Bumps [github.com/golang-jwt/jwt/v4](https://github.com/golang-jwt/jwt) from 4.5.1 to 4.5.2. - [Release notes](https://github.com/golang-jwt/jwt/releases) - [Changelog](https://github.com/golang-jwt/jwt/blob/main/VERSION_HISTORY.md) - [Commits](https://github.com/golang-jwt/jwt/compare/v4.5.1...v4.5.2) --- updated-dependencies: - dependency-name: github.com/golang-jwt/jwt/v4 dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2025-04-15 12:36:24 +00:00
Helber Belmiro	8e965f11d8	chore(test): Removed the no longer needed trigger-rerun-test.yaml (#2540 ) Signed-off-by: Helber Belmiro <helber.belmiro@gmail.com>	2025-04-09 16:41:20 +00:00
Andrey Velichkevich	6578306795	chore(docs): Add Changelog Katib v0.18.0 (#2537 ) Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>	2025-03-29 21:48:31 +00:00
saileshd1402	54764d6aa4	Revert GHCR changes for Notebook examples (#2536 ) Signed-off-by: sailesh duddupudi <saileshradar@gmail.com>	2025-03-24 22:06:03 +00:00
Mahdi Khashan	db4b68bf56	[feature] move manifest image references to ghcr (#2529 ) * move to ghcr Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * move images to ghcr Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * manifests Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * change registry in all path Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * update script Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * fix Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * fix Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * slight fix Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> --------- Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> Signed-off-by: Mahdi Khashan <58775404+mahdikhashan@users.noreply.github.com>	2025-03-24 17:11:50 +00:00
Mahdi Khashan	1f76bb3bbf	[feature] migrate docker images to ghcr (#2520 ) * update custom action Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * define token as input Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * clean up meta job Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * change build-and-publish-imageg.yaml Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * remove secret from workflow call Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * remove docker credentials from publish* images Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * revert meta step changes Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * revert changes Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * update Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * add dockerhub as a job Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * revert secrets Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * revert docker secrets Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * revert docker secrets Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * consolidate/merge registeries Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * fix inputs Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> * revert docker path name Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com> --------- Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>	2025-03-18 19:12:14 +00:00
dependabot[bot]	4884253067	Bump axios from 1.7.9 to 1.8.3 in /pkg/ui/v1beta1/frontend (#2524 ) Bumps [axios](https://github.com/axios/axios) from 1.7.9 to 1.8.3. - [Release notes](https://github.com/axios/axios/releases) - [Changelog](https://github.com/axios/axios/blob/v1.x/CHANGELOG.md) - [Commits](https://github.com/axios/axios/compare/v1.7.9...v1.8.3) --- updated-dependencies: - dependency-name: axios dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2025-03-12 22:35:41 +00:00
dependabot[bot]	9e430ceaf5	Bump @babel/helpers from 7.25.0 to 7.26.10 in /pkg/ui/v1beta1/frontend (#2523 ) Bumps [@babel/helpers](https://github.com/babel/babel/tree/HEAD/packages/babel-helpers) from 7.25.0 to 7.26.10. - [Release notes](https://github.com/babel/babel/releases) - [Changelog](https://github.com/babel/babel/blob/main/CHANGELOG.md) - [Commits](https://github.com/babel/babel/commits/v7.26.10/packages/babel-helpers) --- updated-dependencies: - dependency-name: "@babel/helpers" dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2025-03-12 22:31:34 +00:00
Gary Miguel	c18035e104	Support old-style TensorFlow events (tensorboard) (#2467 ) * Support old-style TensorFlow events (tensorboard) Fixes: https://github.com/kubeflow/katib/issues/2466 Signed-off-by: Gary Miguel <garymm@garymm.org> * format Signed-off-by: Gary Miguel <garymm@garymm.org> * test Signed-off-by: Gary Miguel <garymm@garymm.org> * don't continue loops Signed-off-by: Gary Miguel <garymm@garymm.org> * format Signed-off-by: Gary Miguel <garymm@garymm.org> --------- Signed-off-by: Gary Miguel <garymm@garymm.org>	2025-02-15 00:59:37 +00:00
Anish Asthana	3c88967299	Add 'KEP Usage' KEP and template link (#2509 ) Signed-off-by: Anish Asthana <anishasthana1@gmail.com>	2025-02-14 23:07:37 +00:00
Andrey Velichkevich	338a5c107b	Add Changelog for Katib v0.18.0-rc.0 (#2515 ) * Add Changelog for Katib v0.18.0-rc.0 Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com> * Add sections for GSoC projects Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com> * Update CHANGELOG.md Co-authored-by: Yuki Iwai <yuki.iwai.tz@gmail.com> Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com> --------- Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com> Co-authored-by: Yuki Iwai <yuki.iwai.tz@gmail.com>	2025-02-13 19:01:36 +00:00
Andrey Velichkevich	302020c29e	Bump Katib Python SDK to 0.18.0rc0 version (#2514 ) Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>	2025-02-13 18:05:36 +00:00