4cca60d393389444a63c69f482adf0e23c8d2ff1,examples/chainermn_simple.py,,create_model,#Any#,30

Before Change



    layers = []
    for i in range(n_layers):
        n_units = int(trial.suggest_loguniform("n_units_l{}".format(i), 4, 128))
        layers.append(L.Linear(None, n_units))
        layers.append(F.relu)
    layers.append(L.Linear(None, 10))

After Change



    layers = []
    for i in range(n_layers):
        n_units = trial.suggest_int("n_units_l{}".format(i), 4, 128, log=True)
        layers.append(L.Linear(None, n_units))
        layers.append(F.relu)
    layers.append(L.Linear(None, 10))
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 13

Non-data size: 3

Instances


Project Name: pfnet/optuna
Commit Name: 4cca60d393389444a63c69f482adf0e23c8d2ff1
Time: 2020-05-26
Author: k_nzw@klis.tsukuba.ac.jp
File Name: examples/chainermn_simple.py
Class Name:
Method Name: create_model


Project Name: pfnet/optuna
Commit Name: 0c45805f4b4a9a3708332e3feb835628d6493d2e
Time: 2020-07-07
Author: masaki.kozuki.2014@gmail.com
File Name: examples/pytorch_lightning_simple.py
Class Name: Net
Method Name: __init__


Project Name: pfnet/optuna
Commit Name: 0c45805f4b4a9a3708332e3feb835628d6493d2e
Time: 2020-07-07
Author: masaki.kozuki.2014@gmail.com
File Name: examples/sklearn_simple.py
Class Name:
Method Name: objective


Project Name: pfnet/optuna
Commit Name: 0c45805f4b4a9a3708332e3feb835628d6493d2e
Time: 2020-07-07
Author: masaki.kozuki.2014@gmail.com
File Name: examples/distributed/kubernetes/sklearn_distributed.py
Class Name:
Method Name: objective


Project Name: pfnet/optuna
Commit Name: 0c45805f4b4a9a3708332e3feb835628d6493d2e
Time: 2020-07-07
Author: masaki.kozuki.2014@gmail.com
File Name: examples/catalyst_simple.py
Class Name: Net
Method Name: __init__


Project Name: chainer/chainer
Commit Name: a79d2cd679f3922a46405c6da640351d727c4322
Time: 2021-02-04
Author: crissman@preferred.jp
File Name: examples/optuna/chainermn_simple.py
Class Name:
Method Name: create_model


Project Name: pfnet/optuna
Commit Name: 4cca60d393389444a63c69f482adf0e23c8d2ff1
Time: 2020-05-26
Author: k_nzw@klis.tsukuba.ac.jp
File Name: examples/pruning/chainermn_integration.py
Class Name:
Method Name: create_model


Project Name: pfnet/optuna
Commit Name: 0c45805f4b4a9a3708332e3feb835628d6493d2e
Time: 2020-07-07
Author: masaki.kozuki.2014@gmail.com
File Name: examples/sklearn_additional_args.py
Class Name: Objective
Method Name: __call__


Project Name: pfnet/optuna
Commit Name: 0c45805f4b4a9a3708332e3feb835628d6493d2e
Time: 2020-07-07
Author: masaki.kozuki.2014@gmail.com
File Name: examples/tensorflow_eager_simple.py
Class Name:
Method Name: create_model


Project Name: pfnet/optuna
Commit Name: 0c45805f4b4a9a3708332e3feb835628d6493d2e
Time: 2020-07-07
Author: masaki.kozuki.2014@gmail.com
File Name: examples/pruning/chainer_integration.py
Class Name:
Method Name: create_model


Project Name: chainer/chainer
Commit Name: a79d2cd679f3922a46405c6da640351d727c4322
Time: 2021-02-04
Author: crissman@preferred.jp
File Name: examples/optuna/chainermn_integration.py
Class Name:
Method Name: create_model


Project Name: pfnet/optuna
Commit Name: 0c45805f4b4a9a3708332e3feb835628d6493d2e
Time: 2020-07-07
Author: masaki.kozuki.2014@gmail.com
File Name: examples/pruning/mxnet_integration.py
Class Name:
Method Name: create_model


Project Name: pfnet/optuna
Commit Name: 0c45805f4b4a9a3708332e3feb835628d6493d2e
Time: 2020-07-07
Author: masaki.kozuki.2014@gmail.com
File Name: examples/pruning/keras_integration.py
Class Name:
Method Name: create_model