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RewardFunction

trustformers_training::hyperopt::efficiency

Enum RewardFunction 

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pub enum RewardFunction {
    Direct {
        metric_name: String,
    },
    Normalized {
        metric_name: String,
        min_value: f64,
        max_value: f64,
    },
    TimeWeighted {
        metric_name: String,
        time_weight: f64,
    },
    MultiObjective {
        metrics: HashMap<String, f64>,
    },
}

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Direct

Direct performance metric

Fields

§metric_name: String
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Normalized

Normalized performance

Fields

§metric_name: String
§min_value: f64
§max_value: f64
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TimeWeighted

Time-weighted performance

Fields

§metric_name: String
§time_weight: f64
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MultiObjective

Multi-objective reward

Fields

§metrics: HashMap<String, f64>

Trait Implementations§

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impl Clone for RewardFunction

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fn clone(&self) -> RewardFunction

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

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

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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<'de> Deserialize<'de> for RewardFunction

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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 RewardFunction

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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
where T: 'static + ?Sized,

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Gets the TypeId of self. Read more
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where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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fn borrow_mut(&mut self) -> &mut T

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impl<T> CloneToUninit for T
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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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fn from_json(json: &str) -> Result<T, TrustformersError>

Deserialize from JSON string
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fn save_to_file(&self, path: &Path) -> Result<(), TrustformersError>

Save to file
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fn load_from_file(path: &Path) -> Result<Self, TrustformersError>
where Self: Sized,

Load from file
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fn from(t: T) -> T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
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That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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fn into_either(self, into_left: bool) -> Either<Self, Self>

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const ALIGN: usize

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

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fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow only if self and other return Action::Follow. Read more
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where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow if either self or other returns Action::Follow. Read more
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type Output = T

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where T: Clone,

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fn vzip(self) -> V

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where S: Into<Dispatch>,

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where T: for<'de> Deserialize<'de>,