MetricReporter.Config

Component: MetricReporter

class MetricReporter.Config

Bases: ConfigBase

All Attributes (including base classes)

output_path: str = '/tmp/test_out.txt'

pep_format: bool = False

student_column_names: list[str] = []

Useful for KD training, column names that used by student but not teacher.

log_gradient: bool = False

Subclasses

• CalibrationMetricReporter.Config
• ClassificationMetricReporter.Config
• MultiLabelClassificationMetricReporter.Config
• CompositionalMetricReporter.Config
• DenseRetrievalMetricReporter.Config
• DisjointMultitaskMetricReporter.Config
• IntentSlotMetricReporter.Config
• LanguageModelMetricReporter.Config
• MaskedLMMetricReporter.Config
• PureLossMetricReporter.Config
• PairwiseRankingMetricReporter.Config
• RegressionMetricReporter.Config
• Seq2SeqCompositionalMetricReporter.Config
• Seq2SeqMetricReporter.Config
• SquadMetricReporter.Config
• MultiLabelSequenceTaggingMetricReporter.Config
• NERMetricReporter.Config
• SequenceTaggingMetricReporter.Config
• WordTaggingMetricReporter.Config

Default JSON

{
    "output_path": "/tmp/test_out.txt",
    "pep_format": false,
    "student_column_names": [],
    "log_gradient": false
}