def calculateResult(gamma, seed, gradual=True):
np.random.seed(seed)
startTime = time.time()
spntf = SP_NTF.SP_NTF(X, R=R, alpha=alpha, maxinner=INNER_ITER) # instance of SP_NTF class
Yinfo = spntf.computeDecomp(gamma=gamma, gradual=gradual)
totalTime = time.time() - startTime
return {"gamma": gamma,
"nnz": tensorTools.countTensorNNZ(spntf.M[0]),
"compTime": totalTime,
"iterInfo": Yinfo,
"fms": TM.greedy_fms(spntf.M[0])}
def calculateValues(TM, M):
fms = TM.greedy_fms(M)
fos = TM.greedy_fos(M)
nnz = tensorTools.countTensorNNZ(M)
return fms, fos, nnz
def calculateValues(TM, M):
fms = TM.greedy_fms(M)
fos = TM.greedy_fos(M)
nnz = tensorTools.countTensorNNZ(M)
return fms, fos, nnz
