Support multi CPU architectures (amd64 and arm64) in all container images with one image tag #1900
Description
/kind feature
Describe the solution you'd like
[A clear and concise description of what you want to happen.]
As discussed In this, we need to make all container images compatible with multi-CPU architectures (amd64 and arm64) with a single image tag.
ref: https://docs.docker.com/desktop/multi-arch/
By supporting multi-architecture, we will be available katib easily on platforms using the arm64 architecture such as the NVIDIA DGX Server with Grace CPU.
List of images with completed ARM64 support
- katib-controller
- katib-db-manager
- katib-ui
- cert-generator
- file-metrics-collector
- tfevent-metrics-collector
- suggestion-hyperopt
- suggestion-chocolate
- suggestion-hyperband
- suggestion-skopt
- suggestion-goptuna
- suggestion-optuna
- suggestion-enas
- suggestion-darts
- suggestion-pbt
- earlystopping-medianstop
- mxnet-mnist (Support for arm64 in mxnet-mnist image #1940)
- pytorch-mnist-cpu (Support for arm64 in pytorch-mnist image #1943)
- pytorch-mnist-gpu (Support for arm64 in pytorch-mnist image #1943)
- enas-cnn-cifar10-cpu
- enas-cnn-cifar10-gpu (Support for arm64 in enas-cnn-cifar10 image #1944 )
- darts-cnn-cifar10-cpu (Support arm64 in darts-cnn-cifar10 image #1947)
- darts-cnn-cifar10-gpu (Support arm64 in darts-cnn-cifar10 image #1947)
- simple-pbt (Support for arm64 in simple-pbt image #1948)
- tf-mnist-with-summaries
Anything else you would like to add:
[Miscellaneous information that will assist in solving the issue.]
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