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CMSIS-DSP/PythonWrapper/cmsisdsp/datatype.py

27 lines
642 B
Python

import cmsisdsp.fixedpoint as f
import numpy as np
F64 = 64
F32 = 32
F16 = 16
Q31 = 31
Q15 = 15
Q7 = 7
class UnknownCMSISDSPDataType(Exception):
pass
def convert(samples,format):
if format==Q31:
return(f.toQ31(np.array(samples)))
if format==Q15:
return(f.toQ15(np.array(samples)))
if format==Q7:
return(f.toQ7(np.array(samples)))
if format==F64:
return(np.array(samples).astype(dtype=np.float64))
if format==F32:
return(np.array(samples).astype(dtype=np.float32))
if format==F16:
return(np.array(samples).astype(dtype=np.float16))
raise UnknownCMSISDSPDataType