e75a9f5ac887b89fcc11b82aba2a38d68863acde,src/sdk/pynni/nni/curvefitting_assessor/curvefitting_assessor.py,CurvefittingAssessor,assess_trial,#CurvefittingAssessor#Any#Any#,75

Before Change


            logger.info("Prediction done. Trial job id = %s. Predict value = %s", trial_job_id, predict_y)
            if predict_y is None:
                logger.info("wait for more information to predict precisely")
                return AssessResult.Good
            standard_performance = self.completed_best_performance * self.threshold

            end_time = datetime.datetime.now()
            if (end_time - start_time).seconds > 60:

After Change


            predict_y = curvemodel.predict(scalar_trial_history)
            log_message = "Prediction done. Trial job id = {}, Predict value = {}".format(trial_job_id, predict_y)
            if predict_y is None:
                logger.info("%s, wait for more information to predict precisely", log_message)
                return AssessResult.Good
            else:
                logger.info(log_message)
            standard_performance = self.completed_best_performance * self.threshold
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 4

Non-data size: 2

Instances


Project Name: microsoft/nni
Commit Name: e75a9f5ac887b89fcc11b82aba2a38d68863acde
Time: 2020-06-05
Author: 27178119+squirrelsc@users.noreply.github.com
File Name: src/sdk/pynni/nni/curvefitting_assessor/curvefitting_assessor.py
Class Name: CurvefittingAssessor
Method Name: assess_trial


Project Name: microsoft/nni
Commit Name: cb7c7ff0dcba8fd2135cf6759841bfe3bfb58619
Time: 2018-11-23
Author: yudeshui2007@gmail.com
File Name: src/sdk/pynni/nni/msg_dispatcher_base.py
Class Name: MsgDispatcherBase
Method Name: handle_request


Project Name: dmlc/gluon-cv
Commit Name: 92816c9b9fa67b63a5638fd50e012e28f76bb4d9
Time: 2019-11-26
Author: pedro.larroy.lists@gmail.com
File Name: gluoncv/model_zoo/model_store.py
Class Name:
Method Name: get_model_file


Project Name: tryolabs/luminoth
Commit Name: 43808156e599037a7f81fb6d784e3152a9e7f490
Time: 2017-08-15
Author: javirey@gmail.com
File Name: luminoth/models/fasterrcnn/network.py
Class Name: FasterRCNN
Method Name: get_trainable_vars