Uniform 類別
統一散發組態。
- 繼承
-
azure.ai.ml.entities._job.sweep.search_space.SweepDistributionUniform
建構函式
Uniform(min_value: float | None = None, max_value: float | None = None, **kwargs: Any)
參數
名稱 | Description |
---|---|
min_value
|
分佈的最小值。 預設值: None
|
max_value
|
分佈的最大值。 預設值: None
|
範例
在命令作業的超參數掃掠期間,設定學習速率和訊號的統一分佈。
from azure.ai.ml import command
job = command(
inputs=dict(kernel="linear", penalty=1.0),
compute=cpu_cluster,
environment=f"{job_env.name}:{job_env.version}",
code="./scripts",
command="python scripts/train.py --kernel $kernel --penalty $penalty",
experiment_name="sklearn-iris-flowers",
)
# we can reuse an existing Command Job as a function that we can apply inputs to for the sweep configurations
from azure.ai.ml.sweep import Uniform
job_for_sweep = job(
kernel=Uniform(min_value=0.0005, max_value=0.005),
penalty=Uniform(min_value=0.9, max_value=0.99),
)