feat: Support bayesianoptimization in v1alpha2 #595
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| for x_next in x_next_list: | ||
| x_next = x_next.squeeze() | ||
| self.logger.debug("xnext: %r ", x_next, extra={ | ||
| "StudyID": request.study_id}) |
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| @property | ||
| def experiment_name(self): | ||
| """ return the study id """ |
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| @property | ||
| def experiment(self): | ||
| """ return the study configuration """ |
pkg/suggestion/v1alpha2/bayesianoptimization/src/algorithm_manager.py
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| self.manager_port = 6789 | ||
| if logger == None: | ||
| self.logger = getLogger(__name__) | ||
| FORMAT = '%(asctime)-15s StudyID %(studyid)s %(message)s' |
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Should it be experimentname?
| experiment_name=experiment_name | ||
| )) | ||
| for t in trialsrep.trials: | ||
| if t.status.condition == 2: |
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Should we change 2 to api_pb2.TrialStatus.TrialConditionType.SUCCEEDED ?
| gwfrep = client.GetObservationLog( | ||
| api_pb2.GetObservationLogRequest( | ||
| trial_name=t.name, | ||
| metric_name=obj_name)) |
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You have missed timeout here. It should be like this:
gwfrep = client.GetObservationLog(
api_pb2.GetObservationLogRequest(
trial_name=t.name,
metric_name=obj_name),10)
| trial_name=t.name, | ||
| metric_name=obj_name)) | ||
| w = gwfrep.observation_log | ||
| for ml in w.metrics_logs: |
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metrics_logs -> metric_logs
| w = gwfrep.observation_log | ||
| for ml in w.metrics_logs: | ||
| if ml.name == obj_name: | ||
| y_train.append(float(ml.values[-1].value)) |
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Should it be like this:
if ml.metric.name == obj_name:
y_train.append(float(ml.metric.value))
?
| metric_name=obj_name)) | ||
| w = gwfrep.observation_log | ||
| for ml in w.metrics_logs: | ||
| if ml.name == obj_name: |
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I don't think, that we need condition here, we select values only for metric_name=obj_name
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Found some bugs during the test, I will fix it /hold |
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/hold cancel /assign @andreyvelich @johnugeorge |
Signed-off-by: Ce Gao <gaoce@caicloud.io>
Signed-off-by: Ce Gao <gaoce@caicloud.io>
Signed-off-by: Ce Gao <gaoce@caicloud.io>
Signed-off-by: Ce Gao <gaoce@caicloud.io>
Signed-off-by: Ce Gao <gaoce@caicloud.io>
Signed-off-by: Ce Gao <gaoce@caicloud.io>
Signed-off-by: Ce Gao <gaoce@caicloud.io>
Signed-off-by: Ce Gao <gaoce@caicloud.io>
Signed-off-by: Ce Gao <gaoce@caicloud.io>
Signed-off-by: Ce Gao <gaoce@caicloud.io>
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@andreyvelich Fixed, thanks for the review. |
| from .utils import get_logger | ||
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| def deal_with_discrete(feasible_values, current_value): |
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This contains utils that are already in parsing_utils. We can merge it later.
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/lgtm |
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[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: gaocegege The full list of commands accepted by this bot can be found here. The pull request process is described here
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/lgtm |
Signed-off-by: Ce Gao gaoce@caicloud.io
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