SearchWeightScale Configuration

Mobilint SDK qb Compiler v1.0 MCS002-EN

Classes | Functions | Variables

SearchWeightScale Configuration

SearchWeightScale configuration definitions used by Mobilint compiler for model quantization. More...

Classes
class	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig
	Configuration for searching weight scale. More...

Functions
	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.__init__ (self, bool apply, bool query, bool key, bool value, bool out, bool ffn, bool optional=optional)
	Initialize the SearchWeightScaleConfig.
	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.default_config (cls)
	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.from_dict (cls, dict config_dict)
	Create SearchWeightScaleConfig from dictionary (JSON structure)
	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.to_dict (self)
SearchWeightScaleConfig	qbcompiler.configs.search_weight_scale_config.get_search_weight_scale_config (**kwargs)
	Create SearchWeightScaleConfig with partial parameters merged with defaults.

Variables
bool	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.optional = False
dict	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.DEFAULTS
	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.apply = apply
	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.query = query
	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.key = key
	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.value = value
	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.out = out
	qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.ffn = ffn

Detailed Description

SearchWeightScale configuration definitions used by Mobilint compiler for model quantization.

Function Documentation

◆ __init__()

qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.__init__	(		self,
		bool	apply,
		bool	query,
		bool	key,
		bool	value,
		bool	out,
		bool	ffn,
		bool	optional = optional )

Initialize the SearchWeightScaleConfig.

Parameters

apply	bool. Whether to apply weight scale search.
query	bool. Apply to query layer.
key	bool. Apply to key layer.
value	bool. Apply to value layer.
out	bool. Apply to output layer.
ffn	bool. Apply to FFN layer.
optional	bool. Indicates whether this config is optional. Use the default value defined as a class variable.

Definition at line 26 of file search_weight_scale_config.py.

◆ default_config()

qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.default_config

(

cls

)

Definition at line 55 of file search_weight_scale_config.py.

◆ from_dict()

qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.from_dict	(		cls,
		dict	config_dict )

Create SearchWeightScaleConfig from dictionary (JSON structure)

Definition at line 59 of file search_weight_scale_config.py.

◆ to_dict()

qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.to_dict

(

self

)

Definition at line 81 of file search_weight_scale_config.py.

◆ get_search_weight_scale_config()

SearchWeightScaleConfig qbcompiler.configs.search_weight_scale_config.get_search_weight_scale_config

(

**

kwargs

)

Create SearchWeightScaleConfig with partial parameters merged with defaults.

Definition at line 94 of file search_weight_scale_config.py.

Variable Documentation

◆ optional

bool qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.optional = False

static

Definition at line 16 of file search_weight_scale_config.py.

◆ DEFAULTS

qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.DEFAULTS

static

Initial value:

= {

"apply": False,

"query": False,

"key": False,

"value": False,

"out": False,

"ffn": False,

}

Definition at line 17 of file search_weight_scale_config.py.

◆ apply

qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.apply = apply

Definition at line 47 of file search_weight_scale_config.py.

◆ query

qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.query = query

Definition at line 48 of file search_weight_scale_config.py.

◆ key

qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.key = key

Definition at line 49 of file search_weight_scale_config.py.

◆ value

qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.value = value

Definition at line 50 of file search_weight_scale_config.py.

◆ out

qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.out = out

Definition at line 51 of file search_weight_scale_config.py.

◆ ffn

qbcompiler.configs.search_weight_scale_config.SearchWeightScaleConfig.ffn = ffn

Definition at line 52 of file search_weight_scale_config.py.

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