f074e591315e0fea6689d7d42c8887794bc79c28,containers/unsupported_runtime/task.py,,main,#,43
Before Change
def main():
// Training settings
parser = argparse.ArgumentParser(description="PyTorch Sonar Example")
parser.add_argument("--model-dir",
type=str,
help="Where to save the model")
parser.add_argument("--model-name",
type=str,
default="sonar_model.h5",
help="What to name the saved model file")
parser.add_argument("--batch-size",
type=int,
default=4,
help="input batch size for training (default: 4)")
parser.add_argument("--test-split",
type=float,
default=0.2,
help="split size for training / testing dataset")
parser.add_argument("--epochs",
type=int,
default=10,
help="number of epochs to train (default: 10)")
parser.add_argument("--seed",
type=int,
default=42,
help="random seed (default: 42)")
args = parser.parse_args()
task(args)
After Change
def main():
args = get_args()
train_model(args)
if __name__ == "__main__":
In pattern: SUPERPATTERN
Frequency: 3
Non-data size: 7
Instances
Project Name: GoogleCloudPlatform/cloudml-samples
Commit Name: f074e591315e0fea6689d7d42c8887794bc79c28
Time: 2019-01-29
Author: nnegrey@google.com
File Name: containers/unsupported_runtime/task.py
Class Name:
Method Name: main
Project Name: GoogleCloudPlatform/cloudml-samples
Commit Name: f074e591315e0fea6689d7d42c8887794bc79c28
Time: 2019-01-29
Author: nnegrey@google.com
File Name: containers/unsupported_runtime/task.py
Class Name:
Method Name: main
Project Name: GoogleCloudPlatform/cloudml-samples
Commit Name: 844fa63c841e6bed6d05606445640486a6ca4dd0
Time: 2019-01-24
Author: wenzhel@google.com
File Name: custom_containers/pytorch/mnist/trainer/mnist.py
Class Name:
Method Name: main
Project Name: tensorflow/transform
Commit Name: 815b78af86bba7434481d02cbca8be6f13a5e0fc
Time: 2021-01-20
Author: varshaan@google.com
File Name: examples/census_example.py
Class Name:
Method Name: main