qbcompiler.configs.models.ResourceManagementConfig Class Reference

Mobilint SDK qb Compiler v1.4 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
int	gpu_memory_budget_mb
	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')
gpu_memory_budget_mb	int. Device memory budget for weight quantization in MiB; 0 = unlimited, -1 = auto
weight_memory	WeightMemory. Weight memory management configuration

Definition at line 96 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 145 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 107 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 112 of file models.py.

◆ gpu_memory_budget_mb

int qbcompiler.configs.models.ResourceManagementConfig.gpu_memory_budget_mb

static

Initial value:

= Field(

default=-1,

alias="gpuMemoryBudgetMB",

description="Device memory budget for weight quantization in MiB; 0 = unlimited, -1 = auto",

)

Definition at line 117 of file models.py.

◆ WeightMemory

qbcompiler.configs.models.ResourceManagementConfig.WeightMemory

static

Definition at line 141 of file models.py.

◆ default_factory

qbcompiler.configs.models.ResourceManagementConfig.default_factory

static

Definition at line 142 of file models.py.

◆ alias

qbcompiler.configs.models.ResourceManagementConfig.alias

static

Definition at line 142 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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