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XDR}K#@T`!F`2M*w7f+{3>)-o7VS38% diff --git a/docs/workflow-design.md b/docs/workflow-design.md deleted file mode 100644 index 006b606a3ab..00000000000 --- a/docs/workflow-design.md +++ /dev/null @@ -1,425 +0,0 @@ -# How Katib v1beta1 tunes hyperparameters automatically in a Kubernetes native way - -TODO (andreyvelich): This doc is out of date. We should update it and move to the Kubeflow website. - -Follow the Kubeflow documentation guides: - -- [Concepts](https://www.kubeflow.org/docs/components/katib/overview/) - in Katib, hyperparameter tuning, and neural architecture search. -- [Getting started with Katib](https://kubeflow.org/docs/components/katib/hyperparameter/). -- Detailed guide to - [configuring and running a Katib `Experiment`](https://kubeflow.org/docs/components/katib/experiment/). - -## Example and Illustration - -After install Katib v1beta1, you can try the first Katib Experiment: - -``` -kubectl apply -f https://raw.githubusercontent.com/kubeflow/katib/master/examples/v1beta1/hp-tuning/random.yaml -``` - -### Experiment - -When you want to tune hyperparameters for your machine learning model before -training it further, you just need to create an `Experiment` CR. To -learn what fields are included in the `Experiment.spec`, follow -the detailed guide to -[configuring and running a Katib `Experiment`](https://kubeflow.org/docs/components/katib/experiment/). -Then you can get the new `Experiment` as below. -Katib concepts are introduced based on this example. - -```yaml -$ kubectl get experiment random -n kubeflow -o yaml - -apiVersion: kubeflow.org/v1beta1 -kind: Experiment -metadata: - ... - name: random - namespace: kubeflow - ... -spec: - algorithm: - algorithmName: random - maxFailedTrialCount: 3 - maxTrialCount: 12 - metricsCollectorSpec: - collector: - kind: StdOut - objective: - additionalMetricNames: - - Train-accuracy - goal: 0.99 - metricStrategies: - - name: Validation-accuracy - value: max - - name: Train-accuracy - value: max - objectiveMetricName: Validation-accuracy - type: maximize - parallelTrialCount: 3 - parameters: - - feasibleSpace: - max: "0.03" - min: "0.01" - name: lr - parameterType: double - - feasibleSpace: - max: "5" - min: "2" - name: num-layers - parameterType: int - - feasibleSpace: - list: - - sgd - - adam - - ftrl - name: optimizer - parameterType: categorical - resumePolicy: Never - trialTemplate: - failureCondition: status.conditions.#(type=="Failed")#|#(status=="True")# - primaryContainerName: training-container - successCondition: status.conditions.#(type=="Complete")#|#(status=="True")# - trialParameters: - - description: Learning rate for the training model - name: learningRate - reference: lr - - description: Number of training model layers - name: numberLayers - reference: num-layers - - description: Training model optimizer (sdg, adam or ftrl) - name: optimizer - reference: optimizer - trialSpec: - apiVersion: batch/v1 - kind: Job - spec: - template: - spec: - containers: - - command: - - python3 - - /opt/mxnet-mnist/mnist.py - - --batch-size=64 - - --lr=${trialParameters.learningRate} - - --num-layers=${trialParameters.numberLayers} - - --optimizer=${trialParameters.optimizer} - image: docker.io/kubeflowkatib/mxnet-mnist:v1beta1-45c5727 - name: training-container - restartPolicy: Never -status: - completionTime: "2021-10-01T21:47:35Z" - conditions: - - lastTransitionTime: "2021-10-01T21:27:46Z" - lastUpdateTime: "2021-10-01T21:27:46Z" - message: Experiment is created - reason: ExperimentCreated - status: "True" - type: Created - - lastTransitionTime: "2021-10-01T21:47:35Z" - lastUpdateTime: "2021-10-01T21:47:35Z" - message: Experiment is running - reason: ExperimentRunning - status: "False" - type: Running - - lastTransitionTime: "2021-10-01T21:47:35Z" - lastUpdateTime: "2021-10-01T21:47:35Z" - message: Experiment has succeeded because max trial count has reached - reason: ExperimentMaxTrialsReached - status: "True" - type: Succeeded - currentOptimalTrial: - bestTrialName: random-gh8psfcz - observation: - metrics: - - latest: "0.977707" - max: "0.979299" - min: "0.955215" - name: Validation-accuracy - - latest: "0.993570" - max: "0.993570" - min: "0.907932" - name: Train-accuracy - parameterAssignments: - - name: lr - value: "0.014431754535687558" - - name: num-layers - value: "3" - - name: optimizer - value: sgd - startTime: "2021-10-01T21:27:46Z" - succeededTrialList: - - random-ghvj6q8z - - random-4z4kqr5l - - random-8ssrzrzr - - random-gw7xtn84 - - random-zlldw6v9 - - random-9jx47rsk - - random-rzx6zcwb - - random-46rqvb9k - - random-nd8d2lmc - - random-gw7wzdw2 - - random-hq2fghf6 - - random-gh8psfcz - trials: 12 - trialsSucceeded: 12 -``` - -### Suggestion - -Katib internally creates a `Suggestion` CR for each `Experiment` CR. The -`Suggestion` CR includes the hyperparameter algorithm name by `algorithmName` -field and how many sets of hyperparameter Katib asks to be generated by -`requests` field. The `Suggestion` also traces all already generated sets of -hyperparameter in `status.suggestions`. The `Suggestion` CR is used for internal -logic control and end user can even ignore it. - -```yaml -$ kubectl get suggestion random -n kubeflow -o yaml - -apiVersion: kubeflow.org/v1beta1 -kind: Suggestion -metadata: - ... - name: random - namespace: kubeflow - ownerReferences: - - apiVersion: kubeflow.org/v1beta1 - blockOwnerDeletion: true - controller: true - kind: Experiment - name: random - uid: 355b05f5-6951-47b2-85f6-d0b9b8be5a64 - ... -spec: - algorithm: - algorithmName: random - requests: 12 - resumePolicy: Never -status: - conditions: - - lastTransitionTime: "2021-10-01T21:27:46Z" - lastUpdateTime: "2021-10-01T21:27:46Z" - message: Suggestion is created - reason: SuggestionCreated - status: "True" - type: Created - - lastTransitionTime: "2021-10-01T21:28:56Z" - lastUpdateTime: "2021-10-01T21:28:56Z" - message: Deployment is ready - reason: DeploymentReady - status: "True" - type: DeploymentReady - - lastTransitionTime: "2021-10-01T21:28:57Z" - lastUpdateTime: "2021-10-01T21:28:57Z" - message: Suggestion is running - reason: SuggestionRunning - status: "True" - type: Running - startTime: "2021-10-01T21:27:46Z" - suggestionCount: 12 - suggestions: - ... - - name: random-gw7wzdw2 - parameterAssignments: - - name: lr - value: "0.020202241839540558" - - name: num-layers - value: "4" - - name: optimizer - value: adam - - name: random-hq2fghf6 - parameterAssignments: - - name: lr - value: "0.01841281609693181" - - name: num-layers - value: "3" - - name: optimizer - value: sgd - - name: random-8ssrzrzr - parameterAssignments: - - name: lr - value: "0.021473410597867483" - - name: num-layers - value: "2" - - name: optimizer - value: adam - ... -``` - -### Trial - -For each set of hyperparameters, Katib internally generates a `Trial` CR -with the hyperparameters key-value pairs, `Worker Job` run specification with -parameters instantiated and some other fields like below. The `Trial` CR -is used for internal logic control and end user can even ignore it. - -```yaml -$ kubectl get trial -n kubeflow - -NAME TYPE STATUS AGE -random-46rqvb9k Succeeded True 20m -random-4z4kqr5l Succeeded True 23m -random-8ssrzrzr Succeeded True 14m -random-9jx47rsk Succeeded True 23m -random-gh8psfcz Succeeded True 8m15s -random-ghvj6q8z Succeeded True 23m -random-gw7wzdw2 Succeeded True 17m -random-gw7xtn84 Succeeded True 12m -random-hq2fghf6 Succeeded True 17m -random-nd8d2lmc Succeeded True 17m -random-rzx6zcwb Succeeded True 20m -random-zlldw6v9 Succeeded True 11m - -$ kubectl get trial random-gw7wzdw2 -o yaml -n kubeflow - -apiVersion: kubeflow.org/v1beta1 -kind: Trial -metadata: - creationTimestamp: "2021-10-01T21:35:18Z" - finalizers: - - clean-metrics-in-db - generation: 1 - labels: - katib.kubeflow.org/experiment: random - name: random-gw7wzdw2 - namespace: kubeflow - ownerReferences: - - apiVersion: kubeflow.org/v1beta1 - blockOwnerDeletion: true - controller: true - kind: Experiment - name: random - uid: 355b05f5-6951-47b2-85f6-d0b9b8be5a64 - ... -spec: - failureCondition: status.conditions.#(type=="Failed")#|#(status=="True")# - metricsCollector: - collector: - kind: StdOut - objective: - additionalMetricNames: - - Train-accuracy - goal: 0.99 - metricStrategies: - - name: Validation-accuracy - value: max - - name: Train-accuracy - value: max - objectiveMetricName: Validation-accuracy - type: maximize - parameterAssignments: - - name: lr - value: "0.020202241839540558" - - name: num-layers - value: "4" - - name: optimizer - value: adam - primaryContainerName: training-container - runSpec: - apiVersion: batch/v1 - kind: Job - metadata: - name: random-gw7wzdw2 - namespace: kubeflow - spec: - template: - spec: - containers: - - command: - - python3 - - /opt/mxnet-mnist/mnist.py - - --batch-size=64 - - --lr=0.020202241839540558 - - --num-layers=4 - - --optimizer=adam - image: docker.io/kubeflowkatib/mxnet-mnist:v1beta1-45c5727 - name: training-container - restartPolicy: Never - successCondition: status.conditions.#(type=="Complete")#|#(status=="True")# -status: - completionTime: "2021-10-01T21:40:59Z" - conditions: - - lastTransitionTime: "2021-10-01T21:35:18Z" - lastUpdateTime: "2021-10-01T21:35:18Z" - message: Trial is created - reason: TrialCreated - status: "True" - type: Created - - lastTransitionTime: "2021-10-01T21:40:59Z" - lastUpdateTime: "2021-10-01T21:40:59Z" - message: Trial is running - reason: TrialRunning - status: "False" - type: Running - - lastTransitionTime: "2021-10-01T21:40:59Z" - lastUpdateTime: "2021-10-01T21:40:59Z" - message: Trial has succeeded - reason: TrialSucceeded - status: "True" - type: Succeeded - observation: - metrics: - - latest: "0.949542" - max: "0.949542" - min: "0.938396" - name: Validation-accuracy - - latest: "0.943164" - max: "0.944463" - min: "0.911081" - name: Train-accuracy - startTime: "2021-10-01T21:35:18Z" -``` - -## What happens after an `Experiment` CR is created - -When user creates an `Experiment` CR, Katib `Experiment` controller, -`Suggestion` controller and `Trial` controller is working together to achieve -hyperparameters tuning for user's Machine learning model. The Experiment -workflow looks as follows: - -

-image -
- -1. The `Experiment` CR is submitted to the Kubernetes API server. Katib - `Experiment` mutating and validating webhook is called to set the default - values for the `Experiment` CR and validate the CR separately. - -1. The `Experiment` controller creates the `Suggestion` CR. - -1. The `Suggestion` controller creates the algorithm deployment and service - based on the new `Suggestion` CR. - -1. When the `Suggestion` controller verifies that the algorithm service is - ready, it calls the service to generate - `spec.request - len(status.suggestions)` sets of hyperparameters and append - them into `status.suggestions`. - -1. The `Experiment` controller finds that `Suggestion` CR had been updated and - generates each `Trial` for the each new hyperparameters set. - -1. The `Trial` controller generates `Worker Job` based on the `runSpec` - from the `Trial` CR with the new hyperparameters set. - -1. The related job controller - (Kubernetes batch Job, Kubeflow TFJob, Tekton Pipeline, etc.) generates - Kubernetes Pods. - -1. Katib Pod mutating webhook is called to inject the metrics collector sidecar - container to the candidate Pods. - -1. During the ML model container runs, the metrics collector container - collects metrics from the injected pod and persists metrics to the Katib - DB backend. - -1. When the ML model training ends, the `Trial` controller updates status - of the corresponding `Trial` CR. - -1. When the `Trial` CR goes to end, the `Experiment` controller increases - `request` field of the corresponding `Suggestion` CR if it is needed, - then everything goes to `step 4` again. - Of course, if the `Trial` CRs meet one of `end` condition - (exceeds `maxTrialCount`, `maxFailedTrialCount` or `goal`), - the `Experiment` controller takes everything done.