Run Experiment Grid Search

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Submit user generated hyperparameters as an experiment.

Submit a user generated hyperparameter as an experiment:
  1. Use the following rest command to submit a user generated hyperparameter as an experiment:
    POST: platform/rest/deeplearning/v1/hypersearch/
    curl -k -X POST -H 'Authorization: Bearer <jwttoken>' \
-H 'Accept: application/json' \
-H 'Content-Type: application/json' \
--data ?<your model hyper parameter body>? \
'https://${wmla-console-route}/platform/rest/deeplearning/v1/hypersearch
  2. Add experiments when submitting a task by specifying the search algorithm ExperimentGridSearch and adding experiments to the rest body in the following format: 
    
   'algoDef':
       {
          'algorithm': 'ExperimentGridSearch',      
'maxJobNum': 1,
},
   'experiments':[ 
       {
              'id': 1,
              "hyperParams": [
                    { "dataType": "double",
                      "fixedVal": "0.01",
                      "name": "base_lr"}
               ]
       },
       …
    The maxJobNum value set by user will be reset as the size of the experiments if maxJobNum is bigger or -1.