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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}")