qubee.configs.quantization_config.CalibrationConfig Class Reference#
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Mobilint SDK qb Compiler v0.12.0.0
MCS002-KR
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qubee.configs.quantization_config.CalibrationConfig Class Reference
Configuration for calibration during quantization. More...
Inheritance diagram for qubee.configs.quantization_config.CalibrationConfig:
Public Member Functions | |
| __init__ (self, int quantization_method, int quantization_output, int quantization_mode, numbers.Number percentile, numbers.Number topk_ratio, int max_each, int max_total, int kernel_size, int stack_size, int hist_num_cluster, numbers.Number hist_search_percentile_min, numbers.Number hist_epsilon, numbers.Number hist_adjust_coeff, numbers.Number act_scale_min, numbers.Number weight_scale_min, numbers.Number min_clip_ratio, Dict layer_overrides, bool optional=optional) | |
| Initialize the CalibrationConfig. | |
| default_config (cls) | |
| from_kwargs (cls, **kwargs) | |
| from_dict (cls, dict config_dict) | |
| Create CalibrationConfig from dictionary (JSON structure) | |
| to_dict (self) | |
Public Attributes | |
| quantization_method = quantization_method | |
| quantization_output = quantization_output | |
| quantization_mode = quantization_mode | |
| percentile = percentile | |
| topk_ratio = topk_ratio | |
| max_each = max_each | |
| max_total = max_total | |
| kernel_size = kernel_size | |
| stack_size = stack_size | |
| hist_num_cluster = hist_num_cluster | |
| hist_search_percentile_min = hist_search_percentile_min | |
| hist_epsilon = hist_epsilon | |
| hist_adjust_coeff = hist_adjust_coeff | |
| act_scale_min = act_scale_min | |
| weight_scale_min = weight_scale_min | |
| min_clip_ratio = min_clip_ratio | |
| layer_overrides = layer_overrides | |
Static Public Attributes | |
| bool | optional = False |
| list | method_list = ["WChALayer", "WChAMulti", "WChALayerZeropoint", "WChAMultiZeropoint"] |
| list | output_list = ["Layer", "Ch", "Sigmoid"] |
| list | mode_list |
| dict | DEFAULTS |
| dict | py_to_cpp_name |
| dict | min_max_check |
Detailed Description
Configuration for calibration during quantization.
Defines calibration and quantization parameterization used to derive activation/weight scales and related statistics during quantized compilation.
Definition at line 14 of file quantization_config.py.
The documentation for this class was generated from the following file:
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