def SGVB_bin(y, y_pred):
    ypred, miu_e, logsig_e = y_pred
    ypred = T.clip(ypred, epsilon, 1.0 - epsilon)
    logpxz = -T.nnet.binary_crossentropy(ypred, y).sum(axis=1)
    L = logpxz + 0.5 * (1 + 2*logsig_e - miu_e**2 - T.exp(2*logsig_e)).sum(axis=1)
    return L.mean()
Print info about all registrations to stdout.
dataset/ETHPy150Open hycis/Mozi/mozi/cost.py/SGVB_bin--crossover with--dataset/ETHPy150Open CollabQ/CollabQ/.google_appengine/google/appengine/api/lib_config.py/LibConfigRegistry._dump