IqnModelConfig

border_tch_agent::iqn

Struct IqnModelConfig

pub struct IqnModelConfig<F, M>where
    M: OutDim,{
    pub feature_dim: i64,
    pub embed_dim: i64,
    pub f_config: Option<F>,
    pub m_config: Option<M>,
    pub opt_config: OptimizerConfig,
}

Expand description

Configuration of IqnModel.

The type parameter F represents a configuration struct of a feature extractor. The type parameter M represents a configuration struct of a model for merging cosine-embedded percent points and feature vectors.

Fields§

§feature_dim: i64

Dimension of feature vector.

§embed_dim: i64

Embedding dimension.

§f_config: Option<F>

Configuration of feature extractor.

§m_config: Option<M>

Configuration of a model for merging percentils and feature vectors.

§opt_config: OptimizerConfig

Configuration of optimizer.

Implementations§

impl<F, M> IqnModelConfig<F, M>
where F: DeserializeOwned + Serialize, M: DeserializeOwned + Serialize + OutDim,

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

Sets the learning rate.

impl<F, M> IqnModelConfig<F, M>
where F: DeserializeOwned + Serialize, M: DeserializeOwned + Serialize + OutDim,

pub fn embed_dim(self, v: i64) -> Self

Sets the dimension of cos-embedding of percent points.

pub fn feature_dim(self, v: i64) -> Self

Sets the dimension of feature vectors.

pub fn f_config(self, v: F) -> Self

Sets configurations for feature extractor.

pub fn m_config(self, v: M) -> Self

Sets configurations for output model.

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

Sets output dimension of the model.

pub fn opt_config(self, v: OptimizerConfig) -> Self

Sets optimizer configuration.

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

Constructs IqnModelConfig from YAML file.

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

Saves IqnModelConfig.

Trait Implementations§

impl<F: Clone, M> Clone for IqnModelConfig<F, M>
where M: OutDim + Clone,

fn clone(&self) -> IqnModelConfig<F, M>

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

impl<F: Debug, M> Debug for IqnModelConfig<F, M>
where M: OutDim + Debug,

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

Formats the value using the given formatter. Read more

impl<F, M> Default for IqnModelConfig<F, M>
where M: OutDim,

fn default() -> Self

Returns the “default value” for a type. Read more

impl<'de, F, M> Deserialize<'de> for IqnModelConfig<F, M>
where M: OutDim + Deserialize<'de>, F: Deserialize<'de>,

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

Deserialize this value from the given Serde deserializer. Read more

impl<F: PartialEq, M> PartialEq for IqnModelConfig<F, M>
where M: OutDim + PartialEq,

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

Tests for self and other values to be equal, and is used by ==.

1.0.0 · Source§

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl<F, M> Serialize for IqnModelConfig<F, M>
where M: OutDim + Serialize, F: Serialize,

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

Serialize this value into the given Serde serializer. Read more

impl<F, M> StructuralPartialEq for IqnModelConfig<F, M>
where M: OutDim,

Auto Trait Implementations§

impl<F, M> Freeze for IqnModelConfig<F, M>
where F: Freeze, M: Freeze,

impl<F, M> RefUnwindSafe for IqnModelConfig<F, M>
where F: RefUnwindSafe, M: RefUnwindSafe,

impl<F, M> Send for IqnModelConfig<F, M>
where F: Send, M: Send,

impl<F, M> Sync for IqnModelConfig<F, M>
where F: Sync, M: Sync,

impl<F, M> Unpin for IqnModelConfig<F, M>
where F: Unpin, M: Unpin,

impl<F, M> UnwindSafe for IqnModelConfig<F, M>
where F: UnwindSafe, M: UnwindSafe,

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

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

Mutably borrows from an owned value. Read more

impl<T> CloneToUninit for T
where T: Clone,

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

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

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

impl<T> Same for T

type Output = T

Should always be Self

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V

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