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ModuleRecord

Struct ModuleRecord 

pub struct ModuleRecord { /* private fields */ }
Expand description

A non-generic record holding a module’s parameters.

Obtain one from a module with Module::into_record, then either save it (save with std enabled / into_bytes) or apply it back with Module::load_record. Load-time behavior is configured with the builder methods; they are ignored when saving.

The save-side dtype is intentionally not configurable: use module.cast(dtype) before taking the record. The record stores whatever dtype the module currently holds.

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impl ModuleRecord

pub fn len(&self) -> usize

The number of tensors in the record.

pub fn is_empty(&self) -> bool

Whether the record holds no tensors.

pub fn with_dtype_policy(self, policy: DTypePolicy) -> ModuleRecord

Set the dtype policy used when loading into a module.

pub fn cast_to_module_dtype(self) -> ModuleRecord

Cast the record’s data to the module parameter dtypes on load.

Sugar for with_dtype_policy(DTypePolicy::CastToModule).

pub fn allow_partial(self, allow: bool) -> ModuleRecord

Allow loading even when some module parameters are absent from the record.

What a record of a part of a module needs — one taken with into_record_group, say — since it holds nothing for the parameters outside that part.

pub fn allow_unused(self, allow: bool) -> ModuleRecord

Allow loading even when the record holds tensors no module parameter matches.

The mirror of allow_partial, and refused by default: a record entry that lands nowhere means the module is not the one the record was taken from, and the load that looks like it succeeded has quietly done less than it was asked — or, at allow_partial(true), nothing at all. Allow it for the deliberate case, loading a checkpoint into a part of the module it came from.

pub fn validate(self, validate: bool) -> ModuleRecord

Enable or disable validation while loading.

pub fn into_bytes(self) -> Result<Bytes, RecordError>

Serialize the record to an in-memory burnpack byte buffer.

pub fn from_bytes(bytes: Bytes) -> Result<ModuleRecord, RecordError>

Reconstruct a record from an in-memory burnpack byte buffer.

pub fn save<P>(self, path: P) -> Result<(), RecordError>
where P: AsRef<Path>,

Save the record to a burnpack file on disk.

pub fn load<P>(path: P) -> Result<ModuleRecord, RecordError>
where P: AsRef<Path>,

Load a record from a burnpack file on disk.

Trait Implementations§

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impl Checkpoint for ModuleRecord

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fn save(self, path: PathBuf) -> Result<(), CheckpointerError>

Save the record to path.
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fn load(path: PathBuf) -> Result<ModuleRecord, CheckpointerError>

Load the record from path.
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fn checkpoint_into_bytes(self) -> Result<Bytes, RecordError>

Transforms a checkpoint into bytes
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fn checkpoint_from_bytes(bytes: Bytes) -> Result<ModuleRecord, RecordError>

Creates a checkpoint from bytes
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impl Clone for ModuleRecord

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fn clone(&self) -> ModuleRecord

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for ModuleRecord

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

Formats the value using the given formatter. Read more

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impl<T> Adaptor<()> for T

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fn adapt(&self)

Adapt the type to be passed to a metric.
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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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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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<K, Q> Comparable<Q> for K
where K: Borrow<Q> + ?Sized, Q: Ord + ?Sized,

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fn compare(&self, key: &Q) -> Ordering

Compare self to key and return their ordering.
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impl<K, Q> Equivalent<Q> for K
where K: Borrow<Q> + ?Sized, Q: Eq + ?Sized,

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fn equivalent(&self, key: &Q) -> bool

Compare self to key and return true if they are equal.
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impl<T> ErasedDestructor for T
where T: 'static,

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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> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided [Span], returning an Instrumented wrapper. Read more
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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
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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> IntoEither for T

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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 more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> PolicyExt for T
where T: ?Sized,

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fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Sized + Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns [Action::Follow] only if self and other return Action::Follow. Read more
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fn or<P, B, E>(self, other: P) -> Or<T, P>
where T: Sized + Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns [Action::Follow] if either self or other returns Action::Follow. Read more
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impl<T> Read<Exclusive, BecauseExclusive> for T
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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> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a [WithDispatch] wrapper. Read more
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fn with_current_subscriber(self) -> WithDispatch<Self>

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