compileml.compile

quantization_error_bound

def quantization_error_bound(model_int: dict) -> float

from compileml.compile import quantization_error_bound

Worst-case |float_latent − int_latent/micro_scale| (latent units).

Parameters#

NameTypeDefaultKind
model_intdictrequiredpositional

Returns#

float

Example#

python
from compileml.compile import quantization_error_bound
 
print(quantization_error_bound(extracted))