[SDK] Support More MCKind in tune #2402
Description
What you would like to be added?
Support specifying more types of metrics collector in the tune function.
Why is this needed?
Currently, we only support kind param in metrics_collector_config, which means only StdOut and Push collector can be specified in tune function.
katib/sdk/python/v1beta1/kubeflow/katib/api/katib_client.py
Lines 387 to 391 in 51b246f
However, there are many other collector types, such as File, Prometheus, Custom, TensorFlowEvent collector. They are important too. The tune function would be more flexible and powerful if users can specify all these kind of collectors.
Currently we support:
- Push Collector: [GSoC] Add New Parameter in
tune#2369 - StdOut Collector: [GSoC] Add New Parameter in
tune#2369 - File Collector
- Prometheus Collector
- Custom Collector
- TensorFlowEvent Collector
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