class Config(Task.Config):
model: SeqNNModel.Config = SeqNNModel.Config()
trainer: Trainer.Config = Trainer.Config()
labels: DocLabelConfig = DocLabelConfig()
data_handler: SeqModelDataHandler.Config = SeqModelDataHandler.Config()
metric_reporter: ClassificationMetricReporter.Config = (
ClassificationMetricReporter.Config())
class Config(Task.Config):
model: WordTaggingModel.Config = WordTaggingModel.Config()
trainer: Trainer.Config = Trainer.Config()
labels: WordLabelConfig = WordLabelConfig()
data_handler: JointModelDataHandler.Config = JointModelDataHandler.Config(
)
metric_reporter: WordTaggingMetricReporter.Config = (
WordTaggingMetricReporter.Config())
class Config(Task.Config):
labels: List[TargetConfigBase]
model: JointModel.Config = JointModel.Config()
trainer: Trainer.Config = Trainer.Config()
data_handler: JointModelDataHandler.Config = JointModelDataHandler.Config(
)
metric_reporter: IntentSlotMetricReporter.Config = (
IntentSlotMetricReporter.Config())
class Config(ConfigBase):
features: FeatureConfig = FeatureConfig()
featurizer: Featurizer.Config = SimpleFeaturizer.Config()
data_handler: DataHandler.Config
trainer: Trainer.Config = Trainer.Config()
optimizer: Optimizer.Config = Adam.Config()
scheduler: Optional[Scheduler.Config] = Scheduler.Config()
exporter: Optional[ModelExporter.Config] = None
class Config(Task_Deprecated.Config):
model: SeqNNModel_Deprecated.Config = SeqNNModel_Deprecated.Config()
trainer: Trainer.Config = Trainer.Config()
labels: DocLabelConfig = DocLabelConfig()
data_handler: SeqModelDataHandler.Config = SeqModelDataHandler.Config()
metric_reporter: ClassificationMetricReporter.Config = (
ClassificationMetricReporter.Config())
exporter: Optional[DenseFeatureExporter.Config] = None
class Config(Task.Config):
data_handler: Union[LanguageModelDataHandler.Config,
BPTTLanguageModelDataHandler.
Config] = LanguageModelDataHandler.Config()
model: LMLSTM.Config = LMLSTM.Config()
trainer: Trainer.Config = Trainer.Config()
labels: Optional[WordLabelConfig] = None
metric_reporter: LanguageModelMetricReporter.Config = (
LanguageModelMetricReporter.Config())
class Config(Task_Deprecated.Config):
# Have PlaceHolder to keep it as Union so we don't have to write config adapter
# for it, this class should be removed soon
data_handler: Union[LanguageModelDataHandler.Config,
PlaceHolder] = LanguageModelDataHandler.Config()
model: LMLSTM_Deprecated.Config = LMLSTM_Deprecated.Config()
trainer: Trainer.Config = Trainer.Config()
labels: Optional[WordLabelConfig] = None
metric_reporter: LanguageModelMetricReporter.Config = (
LanguageModelMetricReporter.Config())
class Config(Task.Config):
model: DocModel.Config = DocModel.Config()
trainer: Trainer.Config = Trainer.Config()
features: DocClassification.ModelInputConfig = (
DocClassification.ModelInputConfig())
labels: DocClassification.TargetConfig = DocClassification.TargetConfig(
)
data_handler: DocClassificationDataHandler.Config = (
DocClassificationDataHandler.Config())
metric_reporter: ClassificationMetricReporter.Config = (
ClassificationMetricReporter.Config())
class Config(Task.Config):
features: QueryDocumentPairwiseRanking.ModelInputConfig = (
QueryDocumentPairwiseRanking.ModelInputConfig())
model: QueryDocumentPairwiseRankingModel.Config = (
QueryDocumentPairwiseRankingModel.Config())
data_handler: QueryDocumentPairwiseRankingDataHandler.Config = (
QueryDocumentPairwiseRankingDataHandler.Config())
trainer: Trainer.Config = Trainer.Config()
labels: Optional[DocLabelConfig] = None
metric_reporter: PairwiseRankingMetricReporter.Config = (
PairwiseRankingMetricReporter.Config())
class Config(Task.Config):
labels: ContextualIntentSlot.TargetConfig
features: ContextualIntentSlot.ModelInputConfig = (
ContextualIntentSlot.ModelInputConfig())
model: ContextualIntentSlotModel.Config = ContextualIntentSlotModel.Config(
)
trainer: Trainer.Config = Trainer.Config()
data_handler: ContextualIntentSlotModelDataHandler.Config = (
ContextualIntentSlotModelDataHandler.Config())
metric_reporter: IntentSlotMetricReporter.Config = (
IntentSlotMetricReporter.Config())
class Config(Task.Config):
features: PairClassification.ModelInputConfig = (
PairClassification.ModelInputConfig())
model: PairClassificationModel.Config = PairClassificationModel.Config(
)
data_handler: PairClassificationDataHandler.Config = (
PairClassificationDataHandler.Config())
trainer: Trainer.Config = Trainer.Config()
labels: PairClassification.TargetConfig = PairClassification.TargetConfig(
)
metric_reporter: ClassificationMetricReporter.Config = (
ClassificationMetricReporter.Config())
class Config(Task_Deprecated.Config):
labels: ContextualIntentSlot.TargetConfig
features: ContextualIntentSlot.ModelInputConfig = (
ContextualIntentSlot.ModelInputConfig())
model: ContextualIntentSlotModel.Config = ContextualIntentSlotModel.Config(
)
trainer: Trainer.Config = Trainer.Config()
data_handler: ContextualIntentSlotModelDataHandler.Config = (
ContextualIntentSlotModelDataHandler.Config())
metric_reporter: IntentSlotMetricReporter.Config = (
IntentSlotMetricReporter.Config())
exporter: Optional[DenseFeatureExporter.Config] = None
class Config(Task_Deprecated.Config):
model: DocModel_Deprecated.Config = DocModel_Deprecated.Config()
trainer: Trainer.Config = Trainer.Config()
features: DocClassification.ModelInputConfig = (
DocClassification.ModelInputConfig())
labels: DocClassification.TargetConfig = DocClassification.TargetConfig(
)
data_handler: DocClassificationDataHandler.Config = (
DocClassificationDataHandler.Config())
metric_reporter: ClassificationMetricReporter.Config = (
ClassificationMetricReporter.Config())
exporter: Optional[DenseFeatureExporter.Config] = None
