pub struct FastSession { /* private fields */ }Expand description
Fast in-memory training using Pluribus.
Implementations§
Trait Implementations§
Source§impl Trainer for FastSession
impl Trainer for FastSession
Source§fn step<'life0, 'async_trait>(
&'life0 mut self,
) -> Pin<Box<dyn Future<Output = ()> + Send + 'async_trait>>where
Self: 'async_trait,
'life0: 'async_trait,
fn step<'life0, 'async_trait>(
&'life0 mut self,
) -> Pin<Box<dyn Future<Output = ()> + Send + 'async_trait>>where
Self: 'async_trait,
'life0: 'async_trait,
Run one training iteration.
Source§fn epoch<'life0, 'async_trait>(
&'life0 self,
) -> Pin<Box<dyn Future<Output = usize> + Send + 'async_trait>>where
Self: 'async_trait,
'life0: 'async_trait,
fn epoch<'life0, 'async_trait>(
&'life0 self,
) -> Pin<Box<dyn Future<Output = usize> + Send + 'async_trait>>where
Self: 'async_trait,
'life0: 'async_trait,
Get current epoch count.
Source§fn checkpoint<'life0, 'async_trait>(
&'life0 self,
) -> Pin<Box<dyn Future<Output = Option<String>> + Send + 'async_trait>>where
Self: 'async_trait,
'life0: 'async_trait,
fn checkpoint<'life0, 'async_trait>(
&'life0 self,
) -> Pin<Box<dyn Future<Output = Option<String>> + Send + 'async_trait>>where
Self: 'async_trait,
'life0: 'async_trait,
Get training statistics if checkpoint interval has elapsed.
Source§fn summary<'life0, 'async_trait>(
&'life0 self,
) -> Pin<Box<dyn Future<Output = String> + Send + 'async_trait>>where
Self: 'async_trait,
'life0: 'async_trait,
fn summary<'life0, 'async_trait>(
&'life0 self,
) -> Pin<Box<dyn Future<Output = String> + Send + 'async_trait>>where
Self: 'async_trait,
'life0: 'async_trait,
Get final summary on completion.
Source§fn sync<'async_trait>(
self,
) -> Pin<Box<dyn Future<Output = ()> + Send + 'async_trait>>where
Self: 'async_trait,
fn sync<'async_trait>(
self,
) -> Pin<Box<dyn Future<Output = ()> + Send + 'async_trait>>where
Self: 'async_trait,
Sync in-memory state to database on graceful exit.
fn train<'async_trait>(
self,
) -> Pin<Box<dyn Future<Output = ()> + Send + 'async_trait>>where
Self: 'async_trait,
Auto Trait Implementations§
impl !Freeze for FastSession
impl !RefUnwindSafe for FastSession
impl Send for FastSession
impl Sync for FastSession
impl Unpin for FastSession
impl !UnwindSafe for FastSession
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> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read more