qbcompiler.configs.models.ResourceManagementConfig Class Reference

Mobilint SDK qb Compiler v1.1 MCS002-KR

• qbcompiler
• configs
• models
• ResourceManagementConfig

Classes | Public Member Functions | Static Public Attributes | List of all members

qbcompiler.configs.models.ResourceManagementConfig Class Reference

Configuration for resource management during model compilation. More...

Inheritance diagram for qbcompiler.configs.models.ResourceManagementConfig:

Classes
class	WeightMemory
	Weight memory management configuration. More...

Public Member Functions
"ResourceManagementConfig"	with_updates (self, **kwargs)
	Return a copy with updated fields.

Static Public Attributes
	model_config
str	weight_dtype
bool	use_gpu_only_for_calibration
	WeightMemory
	default_factory
	alias

Detailed Description

Configuration for resource management during model compilation.

Controls GPU and memory management settings during the compilation process.

Parameters

weight_dtype	str. Weight data type for calibration (e.g., 'float32', 'float16')
use_gpu_only_for_calibration	bool. If True, use GPU only during the calibration phase
weight_memory	WeightMemory. Weight memory management configuration

Definition at line 87 of file models.py.

Member Function Documentation

◆ with_updates()

"ResourceManagementConfig" qbcompiler.configs.models.ResourceManagementConfig.with_updates	(		self,
		**	kwargs )

Return a copy with updated fields.

Definition at line 136 of file models.py.

Member Data Documentation

◆ model_config

qbcompiler.configs.models.ResourceManagementConfig.model_config

static

Initial value:

= ConfigDict(

populate_by_name=True,

extra="forbid",

)

Definition at line 98 of file models.py.

◆ weight_dtype

str qbcompiler.configs.models.ResourceManagementConfig.weight_dtype

static

Initial value:

= Field(

default="float32",

alias="weightDtype",

description="Weight data type for calibration (e.g., 'float32', 'float16')",

)

Definition at line 103 of file models.py.

◆ use_gpu_only_for_calibration

bool qbcompiler.configs.models.ResourceManagementConfig.use_gpu_only_for_calibration

static

Initial value:

= Field(

default=True,

alias="useGPUOnlyForCalibration",

description="If True, use GPU only during the calibration phase",

)

Definition at line 108 of file models.py.

◆ WeightMemory

qbcompiler.configs.models.ResourceManagementConfig.WeightMemory

static

Definition at line 132 of file models.py.

◆ default_factory

qbcompiler.configs.models.ResourceManagementConfig.default_factory

static

Definition at line 133 of file models.py.

◆ alias

qbcompiler.configs.models.ResourceManagementConfig.alias

static

Definition at line 133 of file models.py.

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The documentation for this class was generated from the following file:

• models.py

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