openvino_genai.TaylorSeerCacheConfig#

class openvino_genai.TaylorSeerCacheConfig#

Bases: pybind11_object

Configuration for TaylorSeer cache mechanism in diffusion transformers.

See paper: https://arxiv.org/pdf/2503.06923

Attributes:: cache_interval: Interval between full computation steps (default: 3, must be >= 2) disable_cache_before_step: Step before which caching is disabled for warmup (default: 6) disable_cache_after_step: Step after which caching is disabled. If negative, calculated as num_inference_steps + disable_cache_after_step (default: -2)

__init__(self: openvino_genai.py_openvino_genai.TaylorSeerCacheConfig) → None#

Methods

`__delattr__`(name, /)	Implement delattr(self, name).
`__dir__`()	Default dir() implementation.
`__eq__`(value, /)	Return self==value.
`__format__`(format_spec, /)	Default object formatter.
`__ge__`(value, /)	Return self>=value.
`__getattribute__`(name, /)	Return getattr(self, name).
`__getstate__`()	Helper for pickle.
`__gt__`(value, /)	Return self>value.
`__hash__`()	Return hash(self).
`__init__`(self)
`__init_subclass__`	This method is called when a class is subclassed.
`__le__`(value, /)	Return self<=value.
`__lt__`(value, /)	Return self<value.
`__ne__`(value, /)	Return self!=value.
`__new__`(**kwargs)
`__reduce__`()	Helper for pickle.
`__reduce_ex__`(protocol, /)	Helper for pickle.
`__repr__`(self)
`__setattr__`(name, value, /)	Implement setattr(self, name, value).
`__sizeof__`()	Size of object in memory, in bytes.
`__str__`()	Return str(self).
`__subclasshook__`	Abstract classes can override this to customize issubclass().
`_pybind11_conduit_v1_`
`to_string`(self)

Attributes

`__annotations__`
`cache_interval`	Interval between full computation steps (must be >= 2)
`disable_cache_after_step`	Step after which caching is disabled (negative values are relative to num_inference_steps)
`disable_cache_before_step`	Step before which caching is disabled for warmup

__annotations__ = {}#

__class__#: alias of pybind11_type

__delattr__(name, /)#: Implement delattr(self, name).

__dir__()#: Default dir() implementation.

__eq__(value, /)#: Return self==value.

__format__(format_spec, /)#

Default object formatter.

Return str(self) if format_spec is empty. Raise TypeError otherwise.

__ge__(value, /)#: Return self>=value.

__getattribute__(name, /)#: Return getattr(self, name).

__getstate__()#: Helper for pickle.

__gt__(value, /)#: Return self>value.

__hash__()#: Return hash(self).

__init__(self: openvino_genai.py_openvino_genai.TaylorSeerCacheConfig) → None#

__init_subclass__()#

This method is called when a class is subclassed.

The default implementation does nothing. It may be overridden to extend subclasses.

__le__(value, /)#: Return self<=value.

__lt__(value, /)#: Return self<value.

__ne__(value, /)#: Return self!=value.

__new__(**kwargs)#

__reduce__()#: Helper for pickle.

__reduce_ex__(protocol, /)#: Helper for pickle.

__repr__(self: openvino_genai.py_openvino_genai.TaylorSeerCacheConfig) → str#

__setattr__(name, value, /)#: Implement setattr(self, name, value).

__sizeof__()#: Size of object in memory, in bytes.

__str__()#: Return str(self).

__subclasshook__()#

Abstract classes can override this to customize issubclass().

This is invoked early on by abc.ABCMeta.__subclasscheck__(). It should return True, False or NotImplemented. If it returns NotImplemented, the normal algorithm is used. Otherwise, it overrides the normal algorithm (and the outcome is cached).

_pybind11_conduit_v1_()#

property cache_interval#: Interval between full computation steps (must be >= 2)

property disable_cache_after_step#: Step after which caching is disabled (negative values are relative to num_inference_steps)

property disable_cache_before_step#: Step before which caching is disabled for warmup

to_string(self: openvino_genai.py_openvino_genai.TaylorSeerCacheConfig) → str#