QuantizationMode¶
netspresso.enums.QuantizationMode
¶
Bases: StrEnum
Available Quantization Modes¶
Name | Value | Description |
---|---|---|
AUTOMATIC_QUANTIZATION | automatic_quantization | Automatic quantization mode |
UNIFORM_PRECISION_QUANTIZATION | uniform_precision_quantization | Uniform precision quantization mode |
CUSTOM_PRECISION_QUANTIZATION | custom_precision_quantization | Custom precision quantization mode |
ADVANCED_QUANTIZATION | advanced_quantization | Advanced quantization mode |
RECOMMEND_QUANTIZATION | recommend_quantization | Recommend quantization mode |
Example¶
from netspresso.enums import QuantizationMode
# Select a quantization mode
mode = QuantizationMode.AUTOMATIC_QUANTIZATION
# Available modes
print(f"Automatic: {QuantizationMode.AUTOMATIC_QUANTIZATION}")
print(f"Uniform Precision: {QuantizationMode.UNIFORM_PRECISION_QUANTIZATION}")
print(f"Custom Precision: {QuantizationMode.CUSTOM_PRECISION_QUANTIZATION}")
print(f"Advanced: {QuantizationMode.ADVANCED_QUANTIZATION}")
print(f"Recommend: {QuantizationMode.RECOMMEND_QUANTIZATION}")