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* resolved merge conflicts Signed-off-by: Shashank Mittal <[email protected]> * fix Signed-off-by: Shashank Mittal <[email protected]> * DISTRIBUTION_UNKNOWN enum set to 0 in gRPC api Signed-off-by: Shashank Mittal <[email protected]> * convert parameter method fix Signed-off-by: Shashank Mittal <[email protected]> validation fix add e2e tests for hyperopt added e2e test to workflow * convert feasibleSpace func updated Signed-off-by: Shashank Mittal <[email protected]> * renamed DISTRIBUTION_UNKNOWN to DISTRIBUTION_UNSPECIFIED Signed-off-by: Shashank Mittal <[email protected]> * fix Signed-off-by: Shashank Mittal <[email protected]> * added more test cases for hyperopt distributions Signed-off-by: Shashank Mittal <[email protected]> * added support for NORMAL and LOG_NORMAL in hyperopt suggestion service Signed-off-by: Shashank Mittal <[email protected]> * added e2e tests for NORMAL and LOG_NORMAL Signed-off-by: Shashank Mittal <[email protected]> sigma calculation fixed fix parse new arguments to mnist.py * hyperopt-suggestion example update Signed-off-by: Shashank Mittal <[email protected]> * updated logic for log distributions Signed-off-by: Shashank Mittal <[email protected]> * updated logic for log distributions Signed-off-by: Shashank Mittal <[email protected]> * e2e test fixed Signed-off-by: Shashank Mittal <[email protected]> * added support for parameter distributions for Parameter type INT Signed-off-by: Shashank Mittal <[email protected]> * unit test fixed Signed-off-by: Shashank Mittal <[email protected]> * Update pkg/suggestion/v1beta1/hyperopt/base_service.py Co-authored-by: Yuki Iwai <[email protected]> Signed-off-by: Shashank Mittal <[email protected]> * comment fixed Signed-off-by: Shashank Mittal <[email protected]> * added unit tests for INT parameter type Signed-off-by: Shashank Mittal <[email protected]> * completed param unit test cases Signed-off-by: Shashank Mittal <[email protected]> * handled default case for normal distributions when min or max are not specified Signed-off-by: Shashank Mittal <[email protected]> * fixed validation logic for min and max Signed-off-by: Shashank Mittal <[email protected]> * removed unnecessary test params Signed-off-by: Shashank Mittal <[email protected]> * fixes Signed-off-by: Shashank Mittal <[email protected]> * added comments Signed-off-by: Shashank Mittal <[email protected]> * fix Signed-off-by: Shashank Mittal <[email protected]> * set default distribution as uniform Signed-off-by: Shashank Mittal <[email protected]> * line omit Signed-off-by: Shashank Mittal <[email protected]> * removed empty spaces from yaml files Signed-off-by: Shashank Mittal <[email protected]> --------- Signed-off-by: Shashank Mittal <[email protected]> Co-authored-by: Yuki Iwai <[email protected]>
Katib GRPC API
Katib offers the following APIs:
- DBManager service is an API for DB services.
- Suggestion service is an API for Suggestion services.
- EarlyStopping service is an API for EarlyStopping services.
GRPC API documentation
See the Katib v1beta1 API reference docs.
Update API and generate documents
When you want to edit the API, please only edit the corresponding api.proto and generate other files from it:
- v1beta1/api.proto for v1beta1.
We use protoc-gen-doc to
generate the API docs from api.proto.
Run build.sh to update every file from api.proto and generate the docs:
- v1beta1/build.sh for v1beta1.