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ModuleRecord

Struct ModuleRecord 

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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 / 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

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pub fn len(&self) -> usize

The number of tensors in the record.

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pub fn is_empty(&self) -> bool

Whether the record holds no tensors.

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

Set the dtype policy used when loading into a module.

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pub fn cast_to_module_dtype(self) -> Self

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

Sugar for with_dtype_policy(DTypePolicy::CastToModule).

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

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.

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

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.

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

Enable or disable validation while loading.

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

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

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

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

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

Available on crate feature std only.

Save the record to a burnpack file on disk.

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

Available on crate feature std only.

Load a record from a burnpack file on disk.

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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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

Blanket Implementations§

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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<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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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> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

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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.