8b3f79f3079834f00c7ec62d5decd6bc026c1bc8,python/ray/tune/examples/ddp_mnist_torch.py,,,#,47
Before Change
ray.init(**options)
trainable_cls = DistributedTrainableCreator(
train_mnist, num_workers=args.num_workers, use_gpu=args.use_gpu)
tune.run(trainable_cls, num_samples=4, stop={"training_iteration": 10})
After Change
ray.init(**options)
trainable_cls = DistributedTrainableCreator(
train_mnist, num_workers=args.num_workers, use_gpu=args.use_gpu)
analysis = tune.run(
trainable_cls,
num_samples=4,
stop={"training_iteration": 10},
metric="mean_accuracy",
mode="max")
print("Best hyperparameters found were: ", analysis.best_config)
In pattern: SUPERPATTERN
Frequency: 6
Non-data size: 7
Instances
Project Name: ray-project/ray
Commit Name: 8b3f79f3079834f00c7ec62d5decd6bc026c1bc8
Time: 2020-11-14
Author: rliaw@berkeley.edu
File Name: python/ray/tune/examples/ddp_mnist_torch.py
Class Name:
Method Name:
Project Name: ray-project/ray
Commit Name: 8b3f79f3079834f00c7ec62d5decd6bc026c1bc8
Time: 2020-11-14
Author: rliaw@berkeley.edu
File Name: python/ray/tune/examples/tf_mnist_example.py
Class Name:
Method Name:
Project Name: ray-project/ray
Commit Name: 8b3f79f3079834f00c7ec62d5decd6bc026c1bc8
Time: 2020-11-14
Author: rliaw@berkeley.edu
File Name: python/ray/tune/examples/pbt_example.py
Class Name:
Method Name:
Project Name: ray-project/ray
Commit Name: 8b3f79f3079834f00c7ec62d5decd6bc026c1bc8
Time: 2020-11-14
Author: rliaw@berkeley.edu
File Name: python/ray/tune/examples/tune_mnist_keras.py
Class Name:
Method Name:
Project Name: ray-project/ray
Commit Name: 8b3f79f3079834f00c7ec62d5decd6bc026c1bc8
Time: 2020-11-14
Author: rliaw@berkeley.edu
File Name: python/ray/tune/examples/tf_distributed_keras_example.py
Class Name:
Method Name:
Project Name: ray-project/ray
Commit Name: 8b3f79f3079834f00c7ec62d5decd6bc026c1bc8
Time: 2020-11-14
Author: rliaw@berkeley.edu
File Name: python/ray/tune/examples/pbt_ppo_example.py
Class Name:
Method Name:
Project Name: ray-project/ray
Commit Name: 8b3f79f3079834f00c7ec62d5decd6bc026c1bc8
Time: 2020-11-14
Author: rliaw@berkeley.edu
File Name: python/ray/tune/examples/ddp_mnist_torch.py
Class Name:
Method Name: