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CMSIS-DSP/ComputeGraph/tests/graph_bench_sync.py

49 lines
1.2 KiB
Python

# Include definitions from the Python package to
# define datatype for the IOs and to have access to the
# Graph class
from cmsisdsp.cg.scheduler import *
from nodes_bench import *
FS=16000
# You can try with 120
AUDIO_INTERRUPT_LENGTH = 192
WINSIZE=256
OVERLAP=128
floatType=CType(F32)
### Define nodes
src=ArraySource("src",floatType,AUDIO_INTERRUPT_LENGTH)
src.addVariableArg("inputArray")
sliding=SlidingBuffer("audioWin",floatType,WINSIZE,OVERLAP)
overlap=OverlapAdd("audioOverlap",floatType,WINSIZE,OVERLAP)
window=Dsp("mult",floatType,WINSIZE)
toCmplx=ToComplex("toCmplx",floatType,WINSIZE)
toReal=ToReal("toReal",floatType,WINSIZE)
fft=CFFT("cfft",floatType,WINSIZE)
ifft=ICFFT("icfft",floatType,WINSIZE)
hann=Constant("HANN")
sink=ArraySink("sink",floatType,AUDIO_INTERRUPT_LENGTH)
sink.addVariableArg("outputArray")
the_graph = Graph()
the_graph.connect(src.o, sliding.i)
# Windowinthe_graph
the_graph.connect(sliding.o, window.ia)
the_graph.connect(hann,window.ib)
# FFT
the_graph.connect(window.o,toCmplx.i)
the_graph.connect(toCmplx.o,fft.i)
the_graph.connect(fft.o,ifft.i)
the_graph.connect(ifft.o,toReal.i)
# Overlap add
the_graph.connect(toReal.o,overlap.i)
the_graph.connect(overlap.o,sink.i)