Class LossAnalysisResult (1.150.0)

1.150.0 (latest) 1.149.0 1.148.1 1.147.0 1.146.0 1.145.0 1.144.0 1.143.0 1.142.0 1.141.0 1.140.0 1.139.0 1.138.0 1.137.0 1.136.0 1.135.0 1.134.0 1.133.0 1.132.0 1.131.0 1.130.0 1.129.0 1.122.0 1.121.0 1.120.0 1.119.0 1.118.0 1.117.0 1.95.1 1.94.0 1.93.1 1.92.0 1.91.0 1.90.0 1.89.0 1.88.0 1.87.0 1.86.0 1.85.0 1.84.0 1.83.0 1.82.0 1.81.0 1.80.0 1.79.0 1.78.0 1.77.0 1.76.0 1.75.0 1.74.0 1.73.0 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

LossAnalysisResult(
    *,
    config: typing.Optional[vertexai._genai.types.common.LossAnalysisConfig] = None,
    analysisTime: typing.Optional[str] = None,
    clusters: typing.Optional[list[vertexai._genai.types.common.LossCluster]] = None
)

The top-level result for loss analysis.

Methods

LossAnalysisResult

LossAnalysisResult(
    *,
    config: typing.Optional[vertexai._genai.types.common.LossAnalysisConfig] = None,
    analysisTime: typing.Optional[str] = None,
    clusters: typing.Optional[list[vertexai._genai.types.common.LossCluster]] = None
)

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

show

show() -> None

Shows the loss analysis result with rich HTML visualization.