flair.trainers.plugins.WeightExtractorPlugin#

class flair.trainers.plugins.WeightExtractorPlugin(base_path)View on GitHub#

Bases: TrainerPlugin

Simple Plugin for weight extraction.

__init__(base_path)View on GitHub#

Initialize the base plugin.

Methods

__init__(base_path)

Initialize the base plugin.

after_training_batch(batch_no, epoch, ...)

Extracts weights.

attach_to(pluggable)

Attach this plugin to a Pluggable.

detach()

Detach a plugin from the Pluggable it is attached to.

get_state()

hook([first_arg])

Convience function for BasePlugin.mark_func_as_hook).

mark_func_as_hook(func, *events)

Mark method as a hook triggered by the Pluggable.

Attributes

attach_to_all_processes

If set, the plugin will be attached to all processes when distributed, not just the main process.

corpus

model

pluggable

trainer

after_training_batch(batch_no, epoch, total_number_of_batches, **kw)View on GitHub#

Extracts weights.

property attach_to_all_processes: bool#

If set, the plugin will be attached to all processes when distributed, not just the main process.

get_state()View on GitHub#
Return type:

dict[str, Any]