IqnConfig

border_tch_agent::iqn

Struct IqnConfig 

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pub struct IqnConfig<F, M>
where
    F: SubModel,
    M: SubModel,
    F::Config: DeserializeOwned + Serialize + Clone,
    M::Config: DeserializeOwned + Serialize + Clone + OutDim,
{
    pub model_config: IqnModelConfig<F::Config, M::Config>,
    pub soft_update_interval: usize,
    pub n_updates_per_opt: usize,
    pub batch_size: usize,
    pub discount_factor: f64,
    pub tau: f64,
    pub train: bool,
    pub explorer: IqnExplorer,
    pub sample_percents_pred: IqnSample,
    pub sample_percents_tgt: IqnSample,
    pub sample_percents_act: IqnSample,
    pub device: Option<Device>,
    /* private fields */
}
Expand description

Configuration of Iqn agent.

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§model_config: IqnModelConfig<F::Config, M::Config>§soft_update_interval: usize§n_updates_per_opt: usize§batch_size: usize§discount_factor: f64§tau: f64§train: bool§explorer: IqnExplorer§sample_percents_pred: IqnSample§sample_percents_tgt: IqnSample§sample_percents_act: IqnSample§device: Option<Device>

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impl<F, M> IqnConfig<F, M>
where F: SubModel, M: SubModel, F::Config: DeserializeOwned + Serialize + Clone, M::Config: DeserializeOwned + Serialize + Clone + OutDim,

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pub fn model_config( self, model_config: IqnModelConfig<F::Config, M::Config>, ) -> Self

Sets the configuration of the model.

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pub fn soft_update_interval(self, v: usize) -> Self

Set soft update interval.

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pub fn n_updates_per_opt(self, v: usize) -> Self

Set numper of parameter update steps per optimization step.

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pub fn batch_size(self, v: usize) -> Self

Batch size.

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pub fn discount_factor(self, v: f64) -> Self

Discount factor.

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pub fn tau(self, v: f64) -> Self

Soft update coefficient.

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pub fn explorer(self, v: IqnExplorer) -> Self

Set explorer.

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pub fn out_dim(self, out_dim: i64) -> Self

Sets the output dimention of the iqn model.

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pub fn sample_percent_pred(self, v: IqnSample) -> Self

Sampling percent points.

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pub fn sample_percent_tgt(self, v: IqnSample) -> Self

Sampling percent points.

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pub fn sample_percent_act(self, v: IqnSample) -> Self

Sampling percent points.

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pub fn device(self, device: Device) -> Self

Device.

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pub fn load(path: impl AsRef<Path>) -> Result<Self>

Constructs IqnConfig from YAML file.

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pub fn save(&self, path: impl AsRef<Path>) -> Result<()>

Saves IqnConfig.

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impl<F, M> Clone for IqnConfig<F, M>
where F: SubModel, M: SubModel, F::Config: DeserializeOwned + Serialize + Clone, M::Config: DeserializeOwned + Serialize + Clone + OutDim,

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fn clone(&self) -> Self

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<F, M> Debug for IqnConfig<F, M>
where F: SubModel + Debug, M: SubModel + Debug, F::Config: DeserializeOwned + Serialize + Clone + Debug, M::Config: DeserializeOwned + Serialize + Clone + OutDim + Debug,

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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<F, M> Default for IqnConfig<F, M>
where F: SubModel, M: SubModel, F::Config: DeserializeOwned + Serialize + Clone, M::Config: DeserializeOwned + Serialize + Clone + OutDim,

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de, F, M> Deserialize<'de> for IqnConfig<F, M>
where F: SubModel, M: SubModel, F::Config: DeserializeOwned + Serialize + Clone, M::Config: DeserializeOwned + Serialize + Clone + OutDim,

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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<F, M> PartialEq for IqnConfig<F, M>
where F: SubModel + PartialEq, M: SubModel + PartialEq, F::Config: DeserializeOwned + Serialize + Clone + PartialEq, M::Config: DeserializeOwned + Serialize + Clone + OutDim + PartialEq,

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fn eq(&self, other: &IqnConfig<F, M>) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl<F, M> Serialize for IqnConfig<F, M>
where F: SubModel, M: SubModel, F::Config: DeserializeOwned + Serialize + Clone, M::Config: DeserializeOwned + Serialize + Clone + OutDim,

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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<F, M> StructuralPartialEq for IqnConfig<F, M>
where F: SubModel, M: SubModel, F::Config: DeserializeOwned + Serialize + Clone, M::Config: DeserializeOwned + Serialize + Clone + OutDim,

Auto Trait Implementations§

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impl<F, M> Freeze for IqnConfig<F, M>
where <M as SubModel>::Config: Sized + Freeze, <F as SubModel>::Config: Sized + Freeze,

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impl<F, M> RefUnwindSafe for IqnConfig<F, M>
where <M as SubModel>::Config: Sized + RefUnwindSafe, <F as SubModel>::Config: Sized + RefUnwindSafe, F: RefUnwindSafe, M: RefUnwindSafe,

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impl<F, M> Send for IqnConfig<F, M>
where <M as SubModel>::Config: Sized + Send, <F as SubModel>::Config: Sized + Send, F: Send, M: Send,

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impl<F, M> Sync for IqnConfig<F, M>
where <M as SubModel>::Config: Sized + Sync, <F as SubModel>::Config: Sized + Sync, F: Sync, M: Sync,

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impl<F, M> Unpin for IqnConfig<F, M>
where <M as SubModel>::Config: Sized + Unpin, <F as SubModel>::Config: Sized + Unpin, F: Unpin, M: Unpin,

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impl<F, M> UnwindSafe for IqnConfig<F, M>
where <M as SubModel>::Config: Sized + UnwindSafe, <F as SubModel>::Config: Sized + UnwindSafe, F: UnwindSafe, M: UnwindSafe,

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> Same for T

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type Output = T

Should always be Self
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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