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TrialComponentMetricSummary

Source code in docs_src/capo_sagemaker/types/trial_component_metric_summary.py
class TrialComponentMetricSummary(TypedDict, closed=True):
    metric_name: NotRequired["capo_sagemaker.types.metric_name.MetricName"]
    """<p>The name of the metric.</p>"""
    source_arn: NotRequired[
        "capo_sagemaker.types.trial_component_source_arn.TrialComponentSourceArn"
    ]
    """<p>The Amazon Resource Name (ARN) of the source.</p>"""
    time_stamp: NotRequired["capo_sagemaker.types.timestamp.Timestamp"]
    """<p>When the metric was last updated.</p>"""
    max: NotRequired["capo_sagemaker.types.optional_double.OptionalDouble"]
    """<p>The maximum value of the metric.</p>"""
    min: NotRequired["capo_sagemaker.types.optional_double.OptionalDouble"]
    """<p>The minimum value of the metric.</p>"""
    last: NotRequired["capo_sagemaker.types.optional_double.OptionalDouble"]
    """<p>The most recent value of the metric.</p>"""
    count: NotRequired["capo_sagemaker.types.optional_integer.OptionalInteger"]
    """<p>The number of samples used to generate the metric.</p>"""
    avg: NotRequired["capo_sagemaker.types.optional_double.OptionalDouble"]
    """<p>The average value of the metric.</p>"""
    std_dev: NotRequired["capo_sagemaker.types.optional_double.OptionalDouble"]
    """<p>The standard deviation of the metric.</p>"""

avg instance-attribute

avg: NotRequired[OptionalDouble]

The average value of the metric.

count instance-attribute

count: NotRequired[OptionalInteger]

The number of samples used to generate the metric.

last instance-attribute

last: NotRequired[OptionalDouble]

The most recent value of the metric.

max instance-attribute

max: NotRequired[OptionalDouble]

The maximum value of the metric.

metric_name instance-attribute

metric_name: NotRequired[MetricName]

The name of the metric.

min instance-attribute

min: NotRequired[OptionalDouble]

The minimum value of the metric.

source_arn instance-attribute

source_arn: NotRequired[TrialComponentSourceArn]

The Amazon Resource Name (ARN) of the source.

std_dev instance-attribute

std_dev: NotRequired[OptionalDouble]

The standard deviation of the metric.

time_stamp instance-attribute

time_stamp: NotRequired[Timestamp]

When the metric was last updated.