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OptimizerRecord

Struct OptimizerRecord 

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

A serialized optimizer state, stored in the burnpack format.

Unlike a module record (keyed by module path), an optimizer record is keyed per parameter: each parameter’s state is decomposed into tensors named "{param_id}.{field}" (carrying the originating param_id) plus a few typed scalar entries kept in the burnpack scalar map.

Obtain one from a ModuleOptimizer with to_record, then save it (save / into_bytes) or apply it back with load_record.

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impl OptimizerRecord

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

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

pub fn from_bytes(bytes: Bytes) -> Result<OptimizerRecord, 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<OptimizerRecord, RecordError>
where P: AsRef<Path>,

Load a record from a burnpack file on disk.

Trait Implementations§

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impl Checkpoint for OptimizerRecord

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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<OptimizerRecord, CheckpointerError>

Load the record from path.
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fn checkpoint_from_bytes(bytes: Bytes) -> Result<OptimizerRecord, RecordError>

Creates a checkpoint from bytes
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fn checkpoint_into_bytes(self) -> Result<Bytes, RecordError>

Transforms a checkpoint into bytes
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impl Debug for OptimizerRecord

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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 Default for OptimizerRecord

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fn default() -> OptimizerRecord

Returns the “default value” for a type. 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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Gets the TypeId of self. Read more
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Immutably borrows from an owned value. Read more
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Compare self to key and return their ordering.
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const ALIGN: usize

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type Init = T

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Read this value from the supplied reader. Same as ReadEndian::read_from_big_endian().
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