- 1.73.0 (latest)
- 1.72.0
- 1.71.1
- 1.70.0
- 1.69.0
- 1.68.0
- 1.67.1
- 1.66.0
- 1.65.0
- 1.63.0
- 1.62.0
- 1.60.0
- 1.59.0
- 1.58.0
- 1.57.0
- 1.56.0
- 1.55.0
- 1.54.1
- 1.53.0
- 1.52.0
- 1.51.0
- 1.50.0
- 1.49.0
- 1.48.0
- 1.47.0
- 1.46.0
- 1.45.0
- 1.44.0
- 1.43.0
- 1.39.0
- 1.38.1
- 1.37.0
- 1.36.4
- 1.35.0
- 1.34.0
- 1.33.1
- 1.32.0
- 1.31.1
- 1.30.1
- 1.29.0
- 1.28.1
- 1.27.1
- 1.26.1
- 1.25.0
- 1.24.1
- 1.23.0
- 1.22.1
- 1.21.0
- 1.20.0
- 1.19.1
- 1.18.3
- 1.17.1
- 1.16.1
- 1.15.1
- 1.14.0
- 1.13.1
- 1.12.1
- 1.11.0
- 1.10.0
- 1.9.0
- 1.8.1
- 1.7.1
- 1.6.2
- 1.5.0
- 1.4.3
- 1.3.0
- 1.2.0
- 1.1.1
- 1.0.1
- 0.9.0
- 0.8.0
- 0.7.1
- 0.6.0
- 0.5.1
- 0.4.0
- 0.3.1
Algorithm
(
value
)
The available search algorithms for the Study.
Values:
ALGORITHM_UNSPECIFIED (0):
The default algorithm used by Vertex AI for hyperparameter
tuning <https://cloud.google.com/vertex-ai/docs/training/hyperparameter-tuning-overview>
and Vertex AI
Vizier <https://cloud.google.com/vertex-ai/docs/vizier>
.
GRID_SEARCH (2):
Simple grid search within the feasible space. To use grid
search, all parameters must be INTEGER
, CATEGORICAL
,
or DISCRETE
.
RANDOM_SEARCH (3):
Simple random search within the feasible
space.
Methods
Algorithm
Algorithm
(
value
)
The available search algorithms for the Study.
Values:
ALGORITHM_UNSPECIFIED (0):
The default algorithm used by Vertex AI for hyperparameter
tuning <https://cloud.google.com/vertex-ai/docs/training/hyperparameter-tuning-overview>
and Vertex AI
Vizier <https://cloud.google.com/vertex-ai/docs/vizier>
.
GRID_SEARCH (2):
Simple grid search within the feasible space. To use grid
search, all parameters must be INTEGER
, CATEGORICAL
,
or DISCRETE
.
RANDOM_SEARCH (3):
Simple random search within the feasible
space.
