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ExperimentTrackingRecipe

batuta::recipes

Struct ExperimentTrackingRecipe 

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pub struct ExperimentTrackingRecipe { /* private fields */ }
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Experiment tracking recipe

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impl ExperimentTrackingRecipe

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pub fn new(config: ExperimentTrackingConfig) -> Self

Create a new experiment tracking recipe

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pub fn start_run(&mut self, run_id: impl Into<String>) -> &mut ExperimentRun

Start a new experiment run

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pub fn log_metric( &mut self, name: impl Into<String>, value: f64, ) -> Result<(), ExperimentError>

Log a metric to the current run

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pub fn log_param( &mut self, name: impl Into<String>, value: Value, ) -> Result<(), ExperimentError>

Log a hyperparameter

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pub fn end_run( &mut self, success: bool, ) -> Result<RecipeResult, ExperimentError>

End the current run and calculate metrics

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pub fn current_run(&self) -> Option<&ExperimentRun>

Get the current run

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pub fn store_run<S: ExperimentStorage>( &self, storage: &S, ) -> Result<(), ExperimentError>

Store the run to a backend

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impl Debug for ExperimentTrackingRecipe

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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