frontend.py File Reference

frontend.py File Reference#

Mobilint SDK qb Compiler: frontend.py File Reference

Mobilint SDK qb Compiler v1.0

MCS002-EN

Classes
class	qbcompiler.frontend.Model_Dict
	Wrapper around the Mobilint compiler to support compilation and inference workflows. More...

Functions
	qbcompiler.frontend.mxq_compile (model, str calib_data_path="", int save_subgraph_type=0, output_subgraph_path="", str model_nickname=None, str save_path=None, backend="onnx", device="cpu", feed_dict=None, dynamic_axes=None, in_dformats=None, save_sample=False, inference_scheme="single", yolo_decode_include=False, use_random_calib=False, cpu_offload=False, optimize_option=1, sample_dtype="float", buffer_mode=1, input_shape_dict=dict(), use_custom_mask=False, exclude_first_subgraph=False, Optional[CompileConfig] compile_config=None, Optional[ResourceManagementConfig] resource_management_config=None, Optional[QuantizationConfig] quantization_config=None, Optional[AdvancedQuantizationConfig] advanced_quantization_config=None, Optional[LlmConfig] llm_config=None, Optional[InputProcessConfig] input_process_config=None, **kwargs)
	Compile a model into a Mobilint eXeCUtable (MXQ) package for execution on Mobilint NPUs.
	qbcompiler.frontend.mblt_compile (str\|Any model, str mblt_save_path, backend="onnx", device="cpu", feed_dict=None, dynamic_axes=None, in_dformats=None, yolo_decode_include=False, cpu_offload=False, use_custom_mask=False, exclude_first_subgraph=False, **kwargs)
	Export a model to the Mobilint .mblt format without producing an MXQ package.
	qbcompiler.frontend.run_mblt_model (str path_to_mblt, bool save_all_outputs=True, Optional[str] inference_output_path=None, Optional[int] target_subgraph=None)