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https://github.com/hanzo-ml/katib.git
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Mahdi KhashanandGitHub
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* move to ghcr Signed-off-by: mahdikhashan <[email protected]> * move images to ghcr Signed-off-by: mahdikhashan <[email protected]> * manifests Signed-off-by: mahdikhashan <[email protected]> * change registry in all path Signed-off-by: mahdikhashan <[email protected]> * update script Signed-off-by: mahdikhashan <[email protected]> * fix Signed-off-by: mahdikhashan <[email protected]> * fix Signed-off-by: mahdikhashan <[email protected]> * slight fix Signed-off-by: mahdikhashan <[email protected]> --------- Signed-off-by: mahdikhashan <[email protected]> Signed-off-by: Mahdi Khashan <[email protected]>
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Katib Images Location
Here you can find the location for images that are used in Katib.
Katib Components Images
The following table shows images for the Katib components.
| Image Name | Description | Location |
ghcr.io/kubeflow/katib/katib-controller
|
Katib Controller | Dockerfile |
ghcr.io/kubeflow/katib/katib-ui
|
Katib User Interface | Dockerfile |
ghcr.io/kubeflow/katib/katib-db-manager
|
Katib DB Manager | Dockerfile |
docker.io/mysql
|
Katib MySQL DB | Dockerfile |
Katib Metrics Collectors Images
The following table shows images for the Katib Metrics Collectors.
| Image Name | Description | Location |
ghcr.io/kubeflow/katib/file-metrics-collector
|
File Metrics Collector | Dockerfile |
ghcr.io/kubeflow/katib/tfevent-metrics-collector
|
Tensorflow Event Metrics Collector | Dockerfile |
Katib Suggestions and Early Stopping Images
The following table shows images for the Katib Suggestion services and the Katib Early Stopping algorithms.
| Image Name | Description | Location |
ghcr.io/kubeflow/katib/suggestion-hyperopt
|
Hyperopt Suggestion | Dockerfile |
ghcr.io/kubeflow/katib/suggestion-skopt
|
Skopt Suggestion | Dockerfile |
ghcr.io/kubeflow/katib/suggestion-optuna
|
Optuna Suggestion | Dockerfile |
ghcr.io/kubeflow/katib/suggestion-goptuna
|
Goptuna Suggestion | Dockerfile |
ghcr.io/kubeflow/katib/suggestion-hyperband
|
Hyperband Suggestion | Dockerfile |
ghcr.io/kubeflow/katib/suggestion-enas
|
ENAS Suggestion | Dockerfile |
ghcr.io/kubeflow/katib/suggestion-darts
|
DARTS Suggestion | Dockerfile |
ghcr.io/kubeflow/katib/earlystopping-medianstop
|
Median Stopping Rule | Dockerfile |
Training Containers Images
The following table shows images for training containers which are used in the Katib Trials.
| Image Name | Description | Location |
ghcr.io/kubeflow/katib/pytorch-mnist-cpu
|
PyTorch MNIST example with printing metrics to the file or StdOut with CPU support | Dockerfile |
ghcr.io/kubeflow/katib/pytorch-mnist-gpu
|
PyTorch MNIST example with printing metrics to the file or StdOut with GPU support | Dockerfile |
ghcr.io/kubeflow/katib/tf-mnist-with-summaries
|
Tensorflow MNIST example with saving metrics in the summaries | Dockerfile |
ghcr.io/kubeflow/katib/xgboost-lightgbm
|
Distributed LightGBM example for XGBoostJob | Dockerfile |
docker.io/kubeflow/mpi-horovod-mnist
|
Distributed Horovod example for MPIJob | Dockerfile |
docker.io/inaccel/jupyter:lab
|
FPGA XGBoost with parameter tuning | Dockerfile |
ghcr.io/kubeflow/katib/enas-cnn-cifar10-gpu
|
Keras CIFAR-10 CNN example for ENAS with GPU support | Dockerfile |
ghcr.io/kubeflow/katib/enas-cnn-cifar10-cpu
|
Keras CIFAR-10 CNN example for ENAS with CPU support | Dockerfile |
ghcr.io/kubeflow/katib/darts-cnn-cifar10-gpu
|
PyTorch CIFAR-10 CNN example for DARTS with GPU support | Dockerfile |
ghcr.io/kubeflow/katib/darts-cnn-cifar10-cpu
|
PyTorch CIFAR-10 CNN example for DARTS with CPU support | Dockerfile |