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QuantizationPrecision

netspresso.enums.QuantizationPrecision

Bases: StrEnum

Available Quantization Precisions

Name Value Description Bits
INT8 int8 8-bit integer precision 8
FLOAT16 float16 16-bit floating precision 16
FLOAT32 float32 32-bit floating precision 32

Example

from netspresso.enums import QuantizationPrecision

# Select a quantization precision
precision = QuantizationPrecision.INT8

# Available precisions
print(f"INT8: {QuantizationPrecision.INT8}")
print(f"FLOAT16: {QuantizationPrecision.FLOAT16}")
print(f"FLOAT32: {QuantizationPrecision.FLOAT32}")