74e85f1e814f99d87113b6505380dd7b27c0c708,plasma/models/runner.py,HyperRunner,keras_fmin_fnct,#HyperRunner#Any#,195

Before Change


        specific_builder = builder.ModelBuilder(self.conf)

        train_model = specific_builder.hyper_build_model(space,False)
        optimizer_class = optimizer_class(conf["model"]["optimizer"])
        train_model.compile(optimizer=optimizer_class,loss=conf["data"]["target"].loss)

        np.random.seed(1)
        validation_losses = []

After Change


        specific_builder = builder.ModelBuilder(self.conf)

        train_model = specific_builder.hyper_build_model(space,False)
        train_model.compile(optimizer=optimizer_class(),loss=conf["data"]["target"].loss)

        np.random.seed(1)
        validation_losses = []
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 6

Non-data size: 5

Instances


Project Name: PPPLDeepLearning/plasma-python
Commit Name: 74e85f1e814f99d87113b6505380dd7b27c0c708
Time: 2017-08-15
Author: asvyatkovskiy@gmail.com
File Name: plasma/models/runner.py
Class Name: HyperRunner
Method Name: keras_fmin_fnct


Project Name: PPPLDeepLearning/plasma-python
Commit Name: 74e85f1e814f99d87113b6505380dd7b27c0c708
Time: 2017-08-15
Author: asvyatkovskiy@gmail.com
File Name: plasma/models/runner.py
Class Name:
Method Name: make_single_prediction


Project Name: PPPLDeepLearning/plasma-python
Commit Name: 74e85f1e814f99d87113b6505380dd7b27c0c708
Time: 2017-08-15
Author: asvyatkovskiy@gmail.com
File Name: plasma/models/runner.py
Class Name:
Method Name: train


Project Name: PPPLDeepLearning/plasma-python
Commit Name: 74e85f1e814f99d87113b6505380dd7b27c0c708
Time: 2017-08-15
Author: asvyatkovskiy@gmail.com
File Name: plasma/models/runner.py
Class Name:
Method Name: make_predictions


Project Name: PPPLDeepLearning/plasma-python
Commit Name: 74e85f1e814f99d87113b6505380dd7b27c0c708
Time: 2017-08-15
Author: asvyatkovskiy@gmail.com
File Name: plasma/models/runner.py
Class Name:
Method Name: make_evaluations_gpu


Project Name: PPPLDeepLearning/plasma-python
Commit Name: 74e85f1e814f99d87113b6505380dd7b27c0c708
Time: 2017-08-15
Author: asvyatkovskiy@gmail.com
File Name: plasma/models/runner.py
Class Name:
Method Name: make_predictions_gpu