pub struct ParameterSyncCallback { /* private fields */ }Expand description
Callback for synchronizing parameters between workers.
Implementations§
Source§impl ParameterSyncCallback
impl ParameterSyncCallback
Sourcepub fn new(
syncinterval: usize,
channel: Box<dyn DistributedCommunication>,
) -> Self
pub fn new( syncinterval: usize, channel: Box<dyn DistributedCommunication>, ) -> Self
Create a new parameter synchronization callback.
Trait Implementations§
Source§impl TrainingCallback for ParameterSyncCallback
impl TrainingCallback for ParameterSyncCallback
Source§fn on_epoch_start(&mut self, _epoch: usize, _numepochs: usize)
fn on_epoch_start(&mut self, _epoch: usize, _numepochs: usize)
Called at the start of each epoch.
Source§fn on_epoch_end(&mut self, _epoch: usize, _num_epochs: usize, metrics: &Metrics)
fn on_epoch_end(&mut self, _epoch: usize, _num_epochs: usize, metrics: &Metrics)
Called at the end of each epoch.
Source§fn on_batch_start(&mut self, _batch: usize, _numbatches: usize)
fn on_batch_start(&mut self, _batch: usize, _numbatches: usize)
Called at the start of each batch.
Source§fn on_batch_end(&mut self, _batch: usize, _numbatches: usize, loss: f64)
fn on_batch_end(&mut self, _batch: usize, _numbatches: usize, loss: f64)
Called at the end of each batch.
Source§fn on_train_start(&mut self, _numepochs: usize)
fn on_train_start(&mut self, _numepochs: usize)
Called at the start of training.
Source§fn on_train_end(&mut self, metrics: &Metrics)
fn on_train_end(&mut self, metrics: &Metrics)
Called at the end of training.
Auto Trait Implementations§
impl Freeze for ParameterSyncCallback
impl !RefUnwindSafe for ParameterSyncCallback
impl Send for ParameterSyncCallback
impl Sync for ParameterSyncCallback
impl Unpin for ParameterSyncCallback
impl !UnwindSafe for ParameterSyncCallback
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