Finishing up freq meas
This commit is contained in:
parent
5effadcbaf
commit
ca01d52a86
14 changed files with 296 additions and 47 deletions
|
|
@ -1,72 +0,0 @@
|
|||
|
||||
import pyldpc
|
||||
import scipy.sparse
|
||||
import numpy as np
|
||||
import test_decoder
|
||||
import os, sys
|
||||
import ctypes as C
|
||||
import argparse
|
||||
|
||||
if __name__ != '__main__':
|
||||
raise RuntimeError("Please don't import this module, this is a command-line program.")
|
||||
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument('-r', '--reference', action='store_true', default=False, help='Run reference decoder instead of C implemention')
|
||||
args = parser.parse_args()
|
||||
|
||||
lib = C.CDLL('./ldpc_decoder_test.so')
|
||||
|
||||
n = 5*19
|
||||
nodes, bits = 17, 19
|
||||
H, G = pyldpc.make_ldpc(n, nodes, bits, systematic=False, seed=0)
|
||||
_1, bits_pos, _2 = scipy.sparse.find(H)
|
||||
_, k = G.shape
|
||||
|
||||
st = np.random.RandomState(seed=0)
|
||||
test_data = st.randint(0, 2, k)
|
||||
d = np.dot(G, test_data) % 2
|
||||
x = (-1) ** d
|
||||
x[29:] = 0
|
||||
|
||||
bits_pos = bits_pos.astype(np.uint32)
|
||||
x = x.astype(np.int8)
|
||||
|
||||
lib.decode.argtypes = [C.c_size_t, C.c_size_t, C.c_size_t, C.POINTER(C.c_size_t), C.POINTER(C.c_int8), C.POINTER(C.c_int8), C.c_uint]
|
||||
lib.get_message.argtypes = [C.c_size_t, C.c_size_t, C.POINTER(C.c_int8), C.POINTER(C.c_int8), C.POINTER(C.c_int8)]
|
||||
|
||||
if args.reference:
|
||||
ref_out = test_decoder.decode(H, x, 3)
|
||||
print('decoder output:', ref_out, flush=True)
|
||||
print('msg reconstruction:', test_decoder.get_message(G, ref_out))
|
||||
print('reference decoder: ', np.all(np.equal(test_decoder.get_message(G, ref_out), test_data)), flush=True)
|
||||
np.set_printoptions(linewidth=220)
|
||||
print(test_data)
|
||||
print(test_decoder.get_message(G, ref_out))
|
||||
print(test_decoder.get_message(G, ref_out) ^ test_data)
|
||||
|
||||
else:
|
||||
out = np.zeros(n, dtype=np.uint8)
|
||||
# print('python data:', x, flush=True)
|
||||
print('decoder iterations:', lib.decode(n, nodes, bits,
|
||||
bits_pos.ctypes.data_as(C.POINTER(C.c_ulong)),
|
||||
x.ctypes.data_as(C.POINTER(C.c_int8)),
|
||||
out.ctypes.data_as(C.POINTER(C.c_int8)),
|
||||
25), flush=True)
|
||||
print('decoder output:', out)
|
||||
print('msg reconstruction:', test_decoder.get_message(G, out.astype(np.int64)))
|
||||
print('decoder under test:', np.all(np.equal(test_decoder.get_message(G, out.astype(np.int64)), test_data)))
|
||||
np.set_printoptions(linewidth=220)
|
||||
print(test_data)
|
||||
print(test_decoder.get_message(G, out.astype(np.int64)))
|
||||
G = G.astype(np.int8)
|
||||
msg = np.zeros(k, dtype=np.int8)
|
||||
lib.get_message(
|
||||
n, k,
|
||||
G.ctypes.data_as(C.POINTER(C.c_int8)),
|
||||
out.astype(np.int8).ctypes.data_as(C.POINTER(C.c_int8)),
|
||||
msg.ctypes.data_as(C.POINTER(C.c_int8)))
|
||||
print(msg)
|
||||
print(msg ^ test_data)
|
||||
|
||||
print('codeword length:', len(x))
|
||||
print('data length:', len(test_data))
|
||||
Loading…
Add table
Add a link
Reference in a new issue