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ExperimentMetadata

trustformers_training::framework_integration

Struct ExperimentMetadata 

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pub struct ExperimentMetadata {
    pub experiment_id: String,
    pub name: String,
    pub description: Option<String>,
    pub start_time: SystemTime,
    pub end_time: Option<SystemTime>,
    pub status: ExperimentStatus,
    pub tags: Vec<String>,
    pub hyperparameters: HashMap<String, ParameterValue>,
    pub metrics: HashMap<String, Vec<MetricValue>>,
    pub artifacts: Vec<ArtifactInfo>,
}
Expand description

Experiment metadata

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§experiment_id: String

Experiment ID

§name: String

Experiment name

§description: Option<String>

Description

§start_time: SystemTime

Start time

§end_time: Option<SystemTime>

End time

§status: ExperimentStatus

Status

§tags: Vec<String>

Tags

§hyperparameters: HashMap<String, ParameterValue>

Hyperparameters

§metrics: HashMap<String, Vec<MetricValue>>

Metrics

§artifacts: Vec<ArtifactInfo>

Artifacts

Trait Implementations§

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impl Clone for ExperimentMetadata

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fn clone(&self) -> ExperimentMetadata

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for ExperimentMetadata

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

Formats the value using the given formatter. Read more
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impl Default for ExperimentMetadata

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for ExperimentMetadata

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for ExperimentMetadata

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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impl<T> Any for T
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Gets the TypeId of self. Read more
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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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impl<T> ConfigSerializable for T
where T: Serialize + for<'de> Deserialize<'de>,

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fn to_json(&self) -> Result<String, TrustformersError>

Serialize to JSON string
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Deserialize from JSON string
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Save to file
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Load from file
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