pub struct HyperParameters {
pub learning_rate: f64,
pub batch_size: u32,
pub epochs: u32,
pub warmup_steps: u32,
pub weight_decay: f64,
pub gradient_clip_norm: f64,
pub lr_schedule: String,
pub custom_params: HashMap<String, String>,
}Expand description
Training hyperparameters
Fields§
§learning_rate: f64Learning rate for optimization
batch_size: u32Batch size for training
epochs: u32Number of training epochs
warmup_steps: u32Warmup steps for learning rate schedule
weight_decay: f64Weight decay for regularization
gradient_clip_norm: f64Gradient clipping threshold
lr_schedule: StringLearning rate schedule type
custom_params: HashMap<String, String>Custom hyperparameters
Trait Implementations§
Source§impl Clone for HyperParameters
impl Clone for HyperParameters
Source§fn clone(&self) -> HyperParameters
fn clone(&self) -> HyperParameters
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for HyperParameters
impl Debug for HyperParameters
Source§impl Default for HyperParameters
impl Default for HyperParameters
Source§impl<'de> Deserialize<'de> for HyperParameters
impl<'de> Deserialize<'de> for HyperParameters
Source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Auto Trait Implementations§
impl Freeze for HyperParameters
impl RefUnwindSafe for HyperParameters
impl Send for HyperParameters
impl Sync for HyperParameters
impl Unpin for HyperParameters
impl UnwindSafe for HyperParameters
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<C, E> EntryToVal<C> for Ewhere
C: Collection<Entry = E>,
impl<C, E> EntryToVal<C> for Ewhere
C: Collection<Entry = E>,
Source§type Val = <C as Collection>::Val
type Val = <C as Collection>::Val
The type of values stored in the collection. This might be distinct from
Entry in complex collections.
For example, in a HashMap, while Entry might be a ( key, value ) tuple, Val might only be the value part.Source§fn entry_to_val(self) -> <E as EntryToVal<C>>::Val
fn entry_to_val(self) -> <E as EntryToVal<C>>::Val
Converts an entry into a value representation specific to the type of collection. This conversion is crucial
for handling operations on entries, especially when they need to be treated or accessed as individual values,
such as retrieving the value part from a key-value pair in a hash map.
Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
Source§impl<T> IntoResult<T> for T
impl<T> IntoResult<T> for T
type Err = Infallible
fn into_result(self) -> Result<T, <T as IntoResult<T>>::Err>
Source§impl<T> PolicyExt for Twhere
T: ?Sized,
impl<T> PolicyExt for Twhere
T: ?Sized,
Source§impl<C, Val> ValToEntry<C> for Valwhere
C: CollectionValToEntry<Val>,
impl<C, Val> ValToEntry<C> for Valwhere
C: CollectionValToEntry<Val>,
Source§fn val_to_entry(self) -> <C as CollectionValToEntry<Val>>::Entry
fn val_to_entry(self) -> <C as CollectionValToEntry<Val>>::Entry
Invokes the val_to_entry function of the CollectionValToEntry trait to convert the value to an entry.
Source§type Entry = <C as CollectionValToEntry<Val>>::Entry
type Entry = <C as CollectionValToEntry<Val>>::Entry
Represents the type of entry that corresponds to the value within the collection.
Type
Entry is defined by the Collection trait.