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Katib official release v0.16.0
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‎examples/v1beta1/argo/argo-workflow.yaml

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- name: num-examples
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container:
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name: model-training
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/early-stopping/median-stop-with-json-format.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0
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command:
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- "python3"
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- "/opt/pytorch-mnist/mnist.py"

‎examples/v1beta1/early-stopping/median-stop.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/hp-tuning/bayesian-optimization.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/hp-tuning/cma-es.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/hp-tuning/grid.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/hp-tuning/hyperband.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/hp-tuning/multivariate-tpe.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/hp-tuning/random.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/hp-tuning/simple-pbt.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/simple-pbt:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/simple-pbt:v0.16.0
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command:
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- "python3"
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- "/opt/pbt/pbt_test.py"

‎examples/v1beta1/hp-tuning/sobol.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/hp-tuning/tpe.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/kubeflow-training-operator/pytorchjob-mnist.yaml

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spec:
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containers:
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- name: pytorch
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0
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command:
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- "python3"
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- "/opt/pytorch-mnist/mnist.py"
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spec:
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containers:
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- name: pytorch
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0
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command:
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- "python3"
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- "/opt/pytorch-mnist/mnist.py"

‎examples/v1beta1/kubeflow-training-operator/tfjob-mnist-with-summaries.yaml

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spec:
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containers:
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- name: tensorflow
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image: docker.io/kubeflowkatib/tf-mnist-with-summaries:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/tf-mnist-with-summaries:v0.16.0
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command:
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- "python"
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- "/opt/tf-mnist-with-summaries/mnist.py"

‎examples/v1beta1/metrics-collector/custom-metrics-collector.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0
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command:
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- "python3"
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- "/opt/pytorch-mnist/mnist.py"

‎examples/v1beta1/metrics-collector/file-metrics-collector-with-json-format.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0
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command:
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- "python3"
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- "/opt/pytorch-mnist/mnist.py"

‎examples/v1beta1/metrics-collector/file-metrics-collector.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0
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command:
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- "python3"
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- "/opt/pytorch-mnist/mnist.py"

‎examples/v1beta1/metrics-collector/metrics-collection-strategy.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/nas/darts-cpu.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/darts-cnn-cifar10-cpu:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/darts-cnn-cifar10-cpu:v0.16.0
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command:
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- python3
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- run_trial.py

‎examples/v1beta1/nas/darts-gpu.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/darts-cnn-cifar10-gpu:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/darts-cnn-cifar10-gpu:v0.16.0
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command:
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- python3
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- run_trial.py

‎examples/v1beta1/nas/enas-cpu.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/enas-cnn-cifar10-cpu:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/enas-cnn-cifar10-cpu:v0.16.0
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command:
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- python3
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- -u

‎examples/v1beta1/nas/enas-gpu.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/enas-cnn-cifar10-gpu:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/enas-cnn-cifar10-gpu:v0.16.0
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command:
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- python3
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- -u

‎examples/v1beta1/resume-experiment/from-volume-resume.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/resume-experiment/long-running-resume.yaml

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spec:
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containers:
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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/tekton/pipeline-run.yaml

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description: Number of training examples
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steps:
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- name: model-training
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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command:
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- "/opt/mxnet-mnist/mnist.py"

‎examples/v1beta1/trial-template/trial-metadata-substitution.yaml

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- name: training-container
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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"

‎manifests/v1beta1/components/controller/trial-templates.yaml

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image: docker.io/kubeflowkatib/mxnet-mnist:v0.16.0
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- "python3"
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- "/opt/mxnet-mnist/mnist.py"
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spec:
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- name: training-container
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image: docker.io/kubeflowkatib/enas-cnn-cifar10-cpu:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/enas-cnn-cifar10-cpu:v0.16.0
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- -u
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spec:
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0
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- "/opt/pytorch-mnist/mnist.py"
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image: docker.io/kubeflowkatib/pytorch-mnist-cpu:v0.16.0
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- "python3"
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- "/opt/pytorch-mnist/mnist.py"

‎manifests/v1beta1/installs/katib-cert-manager/katib-config.yaml

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runtime:
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metricsCollectors:
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- kind: StdOut
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image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0
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- kind: File
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image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/file-metrics-collector:v0.16.0
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- kind: TensorFlowEvent
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image: docker.io/kubeflowkatib/tfevent-metrics-collector:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/tfevent-metrics-collector:v0.16.0
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resources:
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limits:
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memory: 1Gi
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suggestions:
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- algorithmName: random
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image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0
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- algorithmName: tpe
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image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/suggestion-hyperopt:v0.16.0
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- algorithmName: grid
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image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0
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- algorithmName: hyperband
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image: docker.io/kubeflowkatib/suggestion-hyperband:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/suggestion-hyperband:v0.16.0
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- algorithmName: bayesianoptimization
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image: docker.io/kubeflowkatib/suggestion-skopt:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/suggestion-skopt:v0.16.0
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- algorithmName: cmaes
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image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0
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- algorithmName: sobol
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image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/suggestion-goptuna:v0.16.0
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- algorithmName: multivariate-tpe
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image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/suggestion-optuna:v0.16.0
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- algorithmName: enas
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image: docker.io/kubeflowkatib/suggestion-enas:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/suggestion-enas:v0.16.0
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resources:
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limits:
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memory: 200Mi
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- algorithmName: darts
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image: docker.io/kubeflowkatib/suggestion-darts:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/suggestion-darts:v0.16.0
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- algorithmName: pbt
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image: docker.io/kubeflowkatib/suggestion-pbt:v0.16.0-rc.1
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image: docker.io/kubeflowkatib/suggestion-pbt:v0.16.0
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persistentVolumeClaimSpec:
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accessModes:
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- ReadWriteMany
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storage: 5Gi
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earlyStoppings:
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- algorithmName: medianstop
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image: docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0

‎manifests/v1beta1/installs/katib-cert-manager/kustomization.yaml

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newTag: v0.16.0-rc.1
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newTag: v0.16.0
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- name: docker.io/kubeflowkatib/katib-db-manager
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newName: docker.io/kubeflowkatib/katib-db-manager
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newTag: v0.16.0-rc.1
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newTag: v0.16.0
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- name: docker.io/kubeflowkatib/katib-ui
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newName: docker.io/kubeflowkatib/katib-ui
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newTag: v0.16.0-rc.1
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newTag: v0.16.0
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patchesStrategicMerge:
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- patches/katib-cert-injection.yaml

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