def _do_forward_pass(self, framelogprob):
n_samples, n_components = framelogprob.shape
fwdlattice = np.zeros((n_samples, n_components))
_hmmc._forward(n_samples, n_components,
log_mask_zero(self.startprob_),
log_mask_zero(self.transmat_),
framelogprob, fwdlattice)
return logsumexp(fwdlattice[-1]), fwdlattice
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